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Publications

Journal Articles & Conference Papers (refereed)

2024

  1. Efficient Hyperparameter Optimization with Adaptive Fidelity Identification
    Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
  2. L4D-Track: Language-to-4D modeling towards 6-DoF tracking and shape reconstruction in 3D point cloud stream
    Jingtao Sun, Yaonan Wang, Mingtao Feng, Yulan Guo, Ajmal Mian, Mike Zheng Shou
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
  3. BAGM: A backdoor attack for manipulating text-to-image generative models
    Jordan Vice, Naveed Akhtar, Richard Hartley, Ajmal Mian 
    IEEE Transactions on Information Forensice & Security, (TIFS), accepted Apr 2024
  4. SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection
    Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Ajmal Mian 
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), accepted Mar 2024
  5. Region Aware Video Object Segmentation with Deep Motion Modeling 
    Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian 
    IEEE Transactions on Image Processing (TIP), accepted Mar 2024
  6. Learning sparse temporal video mapping for action quality assessment in floor gymnastics 
    Sania Zahan, Ghulam Mubashar Hassan, Ajmal Mian 
    IEEE Transactions on Instrumentation and Measurement, accepted Mar 2024 
  7. Domain-Generalized Robotic Picking via Contrastive Learning-Based 6D Pose Estimation
    Jian Liu, Wei Sun, Hui Yang, Chongpei Liu, Xing Zhang, Ajmal Mian 
    IEEE Transactions on Industrial Informatics (TII), 2024
  8. Domain-invariant Prototypes for Semantic Segmentation
    Zhengeng Yang, Hongshan Yu,Zhi-Hong Mao, Mingui Sun, Ajmal Mian 
    IEEE Transactions on Circuites and Systems for Video Technology (TCSVT), 2024
  9. MH6D- Multi-Hypothesis Consistency Learning for Category-Level 6D Object Pose Estimation
    Jian Liu, Wei Sun, Chongpei Liu, Hui Yang, Xing Zhang, Ajmal Mian 
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 
  10. Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios 
    LiChen Liu, XiangYu Song, HuanSheng Song, ShiJie Sun, Xian-Feng Han, Naveed Akhtar, Ajmal Mian 
    IEEE Transactions on Intelligent Transportation Systems (ITS), 2024 
  11. 3D Poinc-Cloud-based place recognition: A Survey
    Kan Luo, HongshanYu, Xieyuanli Chen, Zhengeng Yang, Jingwen Wang, Panfei Cheng, Ajmal Mian
    Artificial Intelligence Review, 2024.
  12. Survey: Image mixing and deletion for data augmentation
    Saeed Anwar, Humza Naveed, Munawar Hayat, Kashif Javed, Ajmal Mian
    Engineering Applications of Artificial Intelligence, 2024.
  13. The expert eye? An inter-rater comparison of elite tennis serve kinematics and performance
    Dylan Wood, M Reid, B Elliot, J Alderson, Ajmal Mian 
    Journal of Sports Sciences, 2024

    2023
  14.  Deepfake Detection with Spatio-Temporal Consistency and Attention
    Yunzhuo Chen, Naveed Akhtar, Nur Haldar, Ajmal Mian
    International Conference on Digital Image Computing Techniques and Applications, 2023.
  15. Co-engaged Location Group Search in Location-based Social Networks
    Nur Al-Hasan Haldar, Jianxin Li, Naveed Akhtar, Yan Jia, Ajmal Mian
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023.
  16. Parallel and Distributed Bayesian Network Structure Learning
    Jian Yang, Jiantong Jiang, Zeyi Wen, Ajmal Mian
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023.
  17. Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation
    Zijie Wu, Yaonan Wang, Mingtao Feng, He Xie, Ajmal Mian
    IEEE International Conference on Computer Vision (ICCV), 2023.
  18. Spectrum-guided Multi-granularity Referring Video Object Segmentation
    Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
    IEEE International Conference on Computer Vision (ICCV), 2023.
  19. PRAT: Profiling Adversarial Attacks
    Rahul Ambati, Naveed Akhtar, Yogesh Rawat, Ajmal Mian
    4th Workshop on Adversarial Robustness in the Real World (held with ICCV), 2023.
  20. UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera
    Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.
  21. Sequential Vision to Language as Story: A Storytelling Dataset and Benchmarking
    Zainy Malakan Aljawy, Saeed Anwar, Ghulam Mubashar Hassan, Ajmal Mian
    IEEE Access, 2023.
  22. DANet: Density adaptive convolutional network with interactive attention for 3D point clouds
    Yong He, Hongshan Yu, Zhengeng Yang, Wei Sun, Mingtao Feng, Ajmal Mian
    Robotics and Automation Letters, 2023.
  23. Neural network modelling for predicting gene variants causative of familial hypercholesterolaemia in the clinic
    Janis M Nolde, Jing Pang, Dick C Chan, Natalie C Ward, Ajmal Mian, Marckus P Schlaich, Gerald F Watts
    Heart, Lung and Circulation, 32(6), 2023.
  24. Exploring Hierarchical Spatial Layout Cues for 3D Point Cloud based Scene Graph Prediction
    Mingtao Feng, Haoran Hou, Liang Zhang, Yulan Guo, Hongshan Yu, Yaonan Wang, Ajmal Mian
    IEEE Transactions on Multi Media (TMM), 2023.
  25. A Privacy-Preserving Framework Using Homomorphic Encryption for Smart Metering Systems
    Weiyan Xu, Jack Sun, Rachel Cardell-Oliver, Ajmal Mian, Jin B Hong
    Sensors, 2023.
  26. Mesh Convolution with Continuous Filters for 3D Surface Parsing
    Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023.
  27. A Systematic Point Cloud Edge Detection Framework for Automatic Aircraft Skin Milling
    Zijie Wu; Yaonan Wang; He Xie; Mingtao Feng; Haotian Wu; Chao Ding; Ajmal Mian
    IEEE Transactions on Industrial Informatics (TII), 2023.
  28. Mesh-based DGCNN: Semantic Segmentation of Textured 3D Urban Scenes
    Rongting Zhang; Guangyun Zhang; Jihao Yin; Xiuping Jia; Ajmal Mian
    IEEE Transactions on Geoscience & Remote Sensing (TGRS), 2023.
  29. Machine learning to predict myocardial injury and death after non-cardiac surgery
    J.M. Nolde, M.P. Schlaich, D.I. Sessler, Ajmal Mian, T.B. Corcoran, C.K. Chow, M.T.V. Chan, F.K. Borges, M.H. McGillion, P.S. Myles, N.L. Mills, P.J. Devereaux and G.S. Hillis
    Anaesthesia, 2023.
  30. Human gesture and gait analysis for autism detection
    Sania Zahan, Syed Zulqarnain Gilani, Ghulam Mubashar Hassan, Ajmal Mian
    CVPR Workshop on Face and Gesture Analysis for Health Informatics, 2023.
  31. 3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud
    Mingtao Feng, Haoran Hou, Liang Zhang, Zijie Wu, Yulan Guo, Ajmal Mian
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  32. SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation
    Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian
    IEEE Transactions on Intelligent Transportation Systems, 2023.
  33. Re-calibrating Feature Attributions for Model Interpretation
    Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Mian
    International Conference on Learning Representations (ICLR), 2023.
  34. Dual Student Networks for Data-Free Model Stealing
    James Beetham, Navid Kardan, Ajmal Mian, Mubarak Shah
    International Conference on Learning Representations (ICLR), 2023.
  35. Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps
    Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael Wise, Ajmal Mian
    IEEE International Conference on Robotics and Automation (ICRA), 2023. [YouTube, Perth 3D Map Data]
  36. 3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point Clouds
    Jyoti Kini, Ajmal Mian, Mubarak Shah
    IEEE International Conference on Robotics and Automation (ICRA), 2023.
  37. Robust Image Clustering via Context-aware Contrastive Graph Learning
    Uno Fang, Jianxin Li, Xuequan Lu, Ajmal Mian, Zhaoquan Gu
    Pattern Recognition, 2023.
  38. Local Path Integration for Attribution
    Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian
    Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.
  39. Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility
    Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah
    Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.
  40. Fast Parallel Exact Inference on Bayesian Networks
    Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian
    Principles and Practice of Parallel Programming (PPoPP), 2023.
  41. Low-Rank and Sparse Decomposition for Low-Query Decision-based Adversarial Attacks
    Ashkan Ismaeili, Merzeih Edraki, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
    IEEE Transactions on Information Forensics and Security (TIFS), 2023.
  42. DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks
    Jiachen Zhong, Junying Chen, Ajmal Mian
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 34(11), 2023.
  43. Accuracy of mandibular repositioning surgery using new technology: Computer-aided design and manufacturing customized surgical cutting guides and fixation plates
    Ho Jin Yoo, Mithran Goonewardene, Jim Hartsfield, James Hartsfield, Brent Allan, Richard Lee, Steven Naoum, Ajmal Mian
    American Journal of Orthodontics and Dentofacial Orthopedics, 163(3), 2023.


    2022
  44. Spatial Consistency and Feature Diversity Regularization in Transfer Learning for Fine-Grained Visual Categorization
    Z Dai, J Chen, Ajmal Mian
    IEEE Int Conference on Systems, Man and Cybernetics (SMC), 2022.
  45. UTB180: A High-quality Benchmark for Underwater Tracking
    B Alawode, Y Guo, M Ummar, N Werghi, Ajmal Mian, S Javed
    Asian Confernece on Computer Vision (ACCV), 2022.
  46. Deepfake Detection with Spatio-Temporal Consistency and Attention
    Yunzhuo Chen, Naveed Akhtar, Nur Haldar, Ajmal Mian
    Digital Image Computing: Techniques and Applications (DICTA), 2022.
  47. Regional Video Object Segmentation by Efficient Motion-Aware Mask Propagation
    Bo Miao, M Bennamoun, Y Gao, Ajmal Mian
    Digital Image Computing: Techniques and Applications (DICTA), 2022.
  48. Kick It to Me, or Maybe Not–How Player Roles Affect AFL Possessions
    Z Born, J Weber, Ajmal Mian, J Alderson
    Advances in Intelligent Systems and Computing, 2022.
  49. Vision Transformer Based Model for Describing a Set of Images as a Story
    Zainy Malakan, Ghulam Hassan, Ajmal Mian
    Australasian Joint Conference on Artificial Intelligence, 2022.
  50. SDFA: Structure Aware Discriminative Feature Aggregation for Efficient Human Fall Detection in Video
    Sania Zahan, Ghulam Mubashar Hassan, Ajmal Mian
    IEEE Transactions on Industrial Informatics (TII), 2022.
  51. Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning
    Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian
    IEEE Transactions on Information Forensics and Security (TIFS), accepted 2022.
  52. Self-supervised learning for multiple object tracking in 3D point clouds
    Aakash Kumar, Jyoti Kini, Ajmal Mian, Mubarak Shah
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022.
  53. Learning from Pixel-Level Label Noise: A New Perspective for Light Field Salient Object Detection
    Mingtao Feng, Kendong Liu, Liang Zhang, Hongshan Yu, Yaonan Wang, Ajmal Mian
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  54. UNICON: Combating Label Noise through Uniform Selection and Contrastive Learning
    Nazmul Karim,Mamshad Nayeem Rizve, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  55. Fully Convolutional Network-based Self-supervised Learning for Semantic Segmentation
    Zhengeng Yang, Hongshan Yu, Yong He, Wei Sun, Zhi-Hong Mao, Ajmal Mian
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
  56. Multiview Point Cloud Registration Based on Minimum Potential Energy for Free-Form Blade Measurement
    Zijie Wu, Yaonan Wang, Yang Mo, Qing Zhu, He Xie, Haotian Wu, Mingtao Feng, Ajmal Mian
    IEEE Transactions on Instrumentation and Measurement, 2022.
  57. Deep reconstruction of human poses from video
    Jian Liu, Naveed Akhtar, Ajmal Mian
    IEEE Transactions on Artificial Intelligence, 2022.
  58. Multi-grained interpretable network for image recognition
    Peiyu Yang, Zeyi Wen, Ajmal Mian
    International Conference on Pattern Recognition (ICPR), 2022.
  59. Towards distinguishing white-box from black-box adversarial images
    James Beetham, Navid Kardan, Ajmal Mian, Mubarak Shah
    International Conference on Pattern Recognition (ICPR), 2022.
  60. Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation
    Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
    International Conference on Multimedia and Expo (ICME), 2022.
  61. Autoencoded deep features for semi-automatic, weakly supervised physiological signal labelling
    Janis M Nolde, Revathy Carnagarin, Leslie Lugo-Gavidia, Omar Azzam, Márcio Galindo Kiuchi, Sandi Robinson, Ajmal Mian, and Markus P Schlaich
    Computers in Biology and Medicine, vol. 143, 2022.
  62. An investigation of a novel broad autism phenotype: Increased facial masculinity among parents of children on the autism spectrum
    Diana Tan, Syed Gilani, Gail Alvares, Ajmal Mian, Andrew Whitehouse, Murray Maybery
    Proceedings of the Royal Society B: Biological Sciences, 2022.
  63. Fast Parallel Bayesian Network Structure Learning
    Jiantong Jiang, Zeyi Wen, and Ajmal Mian
    36th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2022
  64. Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
    Xiangyu Song, Jianxin Li, Qi Lei, Wei Zhao, Yunliang Chen, Ajmal Mian
    Knowledge-Based Systems, 2022.
  65. Dense Video Captioning with Early Linguistic Information Fusion
    Nayyer Aafaq, Ajmal Mian, Wei Liu, Naveed Akhtar, Mubarak Shah
    IEEE Transactions on Multimedia (TMM), 2022.
  66. Transferable 3D adversarial textures using end-to-end optimization
    Camilo Pestana, Naveed Akhtar, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2022.
  67. K-means panning – developing a new standard in automated MSNA signal recognition with a weakly supervised learning approach
    Janis Marc Nolde, Leslie Gavidia, Revathy Carnagarin, Omar Azzam, Marcio Kiuchi, Ajmal Mian, Markus Schlaich
    Computers in Biology and Medicine, 2021.
  68. Automatic data extraction from 24 hour blood pressure measurement reports of a large multicenter clinical trial
    Janis Marc Nolde, Ajmal Mian, Luca Schlaich, Justine Chan, Leslie Marisol Lugo-Gavidia, Nicola Barrie, Vishal Gopal, Graham Hills, Clara Chow, Markus Schlaich
    Computer Methods and Programs in Biomedicine, vol. 214, 2022.

    2021
  69. Fast ORB-SLAM without Keypoint Descriptors
    Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Yong He, Hong Zhang, Ajmal Mian
    IEEE Transactions on Image Processing (TIP), 2021.
  70. Cross-Domain Modality Fusion for Dense Video Captioning
    Nayyer Aafaq, Ajmal Mian, Wei Liu, Naveed Akhtar, Mubarak Shah
    IEEE Transactions on Artificial Intelligence, 2021.
  71. Deep localization of protein structures in flourescence microscopy images
    Muhammad Tahir, Saeed Anwar, Ajmal Mian, Abdul-Wahab Muzaffar
    Neural Computing and Applications, 2021.
  72. Facial asymmetry in parents of children on the autism spectrum
    Diana Tan, Syed Gilani, Maryam Boutrus, Gail Alvares, Andrew Whitehouse, Ajmal Mian, David Suter, Murray Maybery
    Autism Research, 2021.
  73. Exploiting structured CNNs for semantic segmentation of unstructured point clouds from LiDAR sensor
    Muhammad Ibrahim, Naveed Akhtar, Khalil Ullah, and Ajmal Mian
    Remote Sensing, 2021.
  74. High defintion LiDAR scanning of Perth CBD
    Muhammad Ibrahim, Naveed Akhtar, Mohammad Jalwana, Michael Wise, and Ajmal Mian
    Int Conference on Digital Image Computing Techniques and Applications, 2021. [Best Paper Runner Up Award]
  75. Modeling human skeleton joint dynamics for fall detection
    Sanai Jahan, Ghulam Hassan, and Ajmal Mian
    Int Conference on Digital Image Computing Techniques and Applications, 2021.
  76. Semantic attribute enriched storytelling from a sequence of images
    Zainy Al-Jawy, Ghulam Hassan, Mohammad Jalwana, Nayyer Aafaq, and Ajmal Mian
    International Conference on Digital Image Computing Techniques and Applications, 2021.
  77. Advances in adversarial attacks and defenses in computer vision: A survey
    Naveed Akhtar, Ajmal Mian, Navid Kardan, and Mubarak Shah
    IEEE Access, 2021.
  78. Attacking image classifiers to generate 3D textures
    Camilo Pestana and Ajmal Mian
    International Conference on 3D Vision (3DV), 2021.
  79. Free-form description guided 3D visual graph networks for object grounding in point cloud
    Mingtao Feng, Zhen Li, Qi Li, Liang Zhang, XiangDong Zhang, Guangming Zhu, Hui Zhang, Yaonan Wang, Ajmal Mian
    International Conference on Computer Vision (ICCV), 2021.
  80. Object-to-Scene: Learning to transfer object knowledge to indoor scene recognition
    Bo Miao, Liquang Zhou, Ajmal Mian, Tin Lun Lam, and Yangsheng Xu
    IEEE/RSJ Internatinal Conference on Intelligent Robotics and Systems (IROS), 2021.
  81. Machine learning powered tools for automated analysis of Muscle Sympathetic Nerve Activity recordings
    Janis Marc Nolde, Leslie Lugo-Gavidia, Revathy Carnagarin, Omar Azzam, Marcio Kiuchi, Ajmal Mian, Markus Schlaich
    Physiological Reports, 2021.
  82. Odyssey: Creation, Analysis and Detection of Trojan Models
    Marzieh Edraki, Nazmul Karim, Nazanin Rahnavard, Ajmal Mian and Mubarak Shah
    IEEE Transactions on Information Forensics and Security (TIFS), vol. 16: 4521-4533, 2021.
  83. Cassandra: Detecting Trojaned Networks from Adversarial Perturbations
    Xiaoyu Zhang, Rohit Gupta, Ajmal Mian, Nazanin Rahnavard, and Mubarak Shah
    IEEE Access, 2021.
  84. Attack to fool and explain deep networks
    N Akhtar, M Jalwana, M Bennamoun and Ajmal Mian
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2021.
  85. Picasso: A CUDA-based Library for Deep Learning over 3D Meshes
    H. Lei, N. Akhtar, and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  86. CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency
    M. Jalwana, N. Akhtar, M. Bennamoun and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  87. PC-DAN: Point Cloud based Deep Affinity Network for 3D Multi-Object Tracking
    Aakash Kumar, Jyoti Kini, Mubarak Shah, and Ajmal Mian,
    JRDB-ACT Workshop at IEEE Conference on Computer Vision and Pattern Recognition (Challenge Winner), 2021.
  88. Assistive signals for deep neural network classifiers
    C Pestana, W Liu, D Glance, R Owens and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition Workshop, 2021.
  89. Annotation tool and urban dataset for 3D point cloud semantic segmentation
    Muhammad Ibrahim, Naveed Akhtar, Michael Wise, Ajmal Mian,
    IEEE Access, 2021. Dataset and annotation tool available at IEEEDataPort [Link].
  90. Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images
    C. Pestana, N. Akhtar, W. Liu, D. Glance and Ajmal Mian
    International Joint Conference on Neural Networks, 2021.
  91. Comparison of crop and weed height for potential differentiation of weed patches at harvest
    N Shahbazi, KC Flower, JN Callow, Ajmal Mian, MB Ashworth, HJ Beckie
    Weed Research 61(1), 25-34, 2021.
  92. Assessing the Capability and Potential of LiDAR for Weed Detection
    N Shahbazi, MB Ashworth, JN Callow, Ajmal Mian, HJ Beckie, S Speidel, E Nicholls, KC Flower
    Sensors 21(7), 2328, 2021.
  93. A comparison of three neural network approaches for estimating joint angles and moments from inertial measurement units
    M Mundt, WR Johnson, W Potthast, B Markert, Ajmal Mian, and J Alderson
    Sensors 21(13), 4537, 2021.
  94. Defense-friendly images in adversarial attacks: Dataset and metrics for perturbation difficulty 
    C. Pestana, W. Liu, D. Glance, Ajmal Mian,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2021.
  95. Empirical autopsy of deep video captioning encoder-decoder architecture
    Nayyer Aafaq, Naveek Akhtar, Wei Liu, Ajmal Mian,
    Array, vol. 9, 100052, 2021.
  96. Accuracy of mandibular proximal segment position using virtual surgical planning and custom osteosynthesis plates
    J Harding, J Hartsfield Jr, Ajmal Mian, B Allan, S Naoum, R Lee, M Goonewardene
    International Journal of Oral & Maxillofacial Surgery (IJOMS), 2021.
  97. Contextualize, Attend, Modulate and Tell: Visual Story Telling
    ZM Malakan, N Aafaq, GM Hassan, Ajmal Mian
    17th International Conference on Computer Vision Theory and Applications (VISAPP), 2021
  98. Accuracy of maxillary repositioning surgery using CAD/CAM customized surgical guides and fixation plates
    A. Wong, M. Goonewardene, B. Allan, Ajmal Mian, and A. Rea,
    International Journal of Oral & Maxillofacial Surgery, vol 50(4), 494-500, 2021.
  99. Brief Report: Facial Asymmetry and Autistic-like Traits in the General Population
    M. Boutrus, S. Gilani, M. Maybery, G. Alvares, D. Tan, P. Eastwood, Ajmal Mian, A. Whitehouse,
    Journal of Autism and Developmental Disorders, vol 51(6), 2115-2123, 2021.

    2020
  100. Adversarial attack on skeleton-based human action recognition
    Jian Liu, Naveed Akhtar, Ajmal Mian,
    IEEE Trans on Neural Networks and Learning Systems (TNNLS), 24 Nov 2020. preprint arXiv:1909.06500
  101. Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking
    S. Sun, N. Akhtar, X. Song, H. Song, Ajmal Mian, M. Shah,
    European Conference on Computer Vision (ECCV), 2020.
  102. SegGCN: Efficient 3D Point Cloud Segmentation with Fuzzy Spherical Kernel
    H. Lei, N. Akhtar, and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  103. Attack to Explain Deep Representation
    M. Jalwana, N. Akhtar, M. Bennamoun and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  104. Anchored vertex exploration for community engagement in social networks
    Taotao Cai, Jianxin Li, Nur Haldar, Ajmal Mian, John Yearwood, Timos Sellis,
    International Confernece on Data Engineering (ICDE), 2020. 
  105. Self-supervised learning to detect key frames in videos
    Xiang Yan, Syed Gilani, Hanlin Qin, Mingtao Feng, Liang Zhang, Ajmal Mian,
    Sensors, 20(23), 6941, 4 Dec 2020.

  106. Structural similarity loss for learning to fuse multi-focus images
    X Yan, S Gilani, H Qin, Ajmal Mian,
    Sensors, 20(22), 6647, 20 Nov 2020. 
  107. Relation graph network for 3D object detection in point clouds
    Mingtao Feng, Syed Gilani, Yaonan Wang, Liang Zhang, Ajmal Mian,
    IEEE Trans on Image Processing (TIP), 30:92-107, 21 Oct 2020.  arXiv:1912.00202
  108. Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning
    W. Johnson, Ajmal Mian, M. Robinson, J. Verheul, D. Lloyd, J. Alderson,
    IEEE Transactions on Biomedical Engineering (TBME), Jun 2020. arXiv:1903.07221
  109. Orthogonal Deep Models as Defense Against Black-Box Attacks
    M. Jalwana, N. Akhtar, M. Bennamoun, Ajmal Mian,
    IEEE Access, Jun 2020.
  110. Target-aware Holistic Influence Maximization in Spatial Social Networks
    T. Cai, J. Li, Ajmal Mian, R. Li, T. Sellis, J. Yu,
    IEEE Transactions on Knowledge and Data Engineering (TKDE), Jun 2020.
  111. Spherical kernel for efficient graph convolution on 3D point clouds
    Huan Lei, Naveed Akhtar, Ajmal Mian, 
    IEEE Transactions on Pattern Analysis & Machine Intelligence (PAMI), Mar 2020. Preprint at arXiv:1909.09287
  112. Point attention network for semantic segmentation of 3d point clouds
    Mingtao Feng, Liang Zhang, Xuefei Lin, Syed Gilani, Ajmal Mian
    Pattern Recognition, Apr, 2020.  arXiv:1909.12663
  113. Small object augmentation of urban scenes for real-time semantic segmentation
    Z. Yang, H. Yu, M. Feng, W. Sun, X. Lin, M. Sun, Z. Mao, Ajmal Mian
    IEEE Transactions on Image Processing (TIP), Vol. 29(1), 2020.
  114. A broad autism phenotype expressed in facial morphology
    D. Tan, M. Maybery, S. Gilani, G. Alvares, Ajmal Mian, D. Suter, A. Whitehouse
    Translational Psychiatry, 10:7, 2020. [Link]
  115. Fish detection and species classification in underwater environments using deep learning with temporal information
    A. Salman, A. Jalal, Ajmal Mian, M. Shortis and F. Shafait
    Ecological Informatics, Mar 2020.
  116. Three-dimensional assessment of facial asymmetry using dense correspondence, symmetry and midline analysis
    Vivien Lum, Mithran Goonewardene, Ajmal Mian, and Peter Eastwood
    American Journal of Orthodontics & Dentofacial Orthopedics, 158 (1), 2020.
  117. Facial soft tissue norms in Caucasians using an innovative three-dimensional approach
    A. Ponnusamy, M. Goonewardene, Ajmal Mian, P. Eastwood, A. Rea, S. Islam
    Australasian Orthodontic Journal, 36 (1), 2020.

    2019
  118. Octree guided CNN with Spherical Kernels for 3D Point Clouds
    Huan Lei, Naveed Akhtar, and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  119. Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
    Nayyer Aafaq, Naveed Akhtar, Wei Liu. Syed Gilani and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  120. Skepxels: Spatio-temporal image representation of human skeleton joints for action recognition
    Jian Liu, Naveed Akhtar and Ajmal Mian, 
    IEEE CVPR Workshop on Augmented Human, arXiv:1711.05941,  2019.
  121. On farm automatic sheep breed classification using deep learning
    Sanabel Abu Jwade, Andrew Guzzomi, and Ajmal Mian,
    Computers and Electronics in Agriculture, Nov 2019.
  122. Video Description: A survey of methods, datasets and evaluation metrics
    Nayyer Aafaq, Ajmal Mian, Wei Liu, Syed Gilani, and Mubarak Shah,
    ACM Computing Surveys, 52 (6), 2019. arXiv:1806.00186
  123. Deep Affinity Network for Multiple Object Tracking
    ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, and Mubarak Shah, 
    IEEE Transactions on Pattern Analysis & Machine Intelligence (PAMI), 2019. arXiv:1810.11780
  124. Feature engineering meets deep learning: A case study on table detection in documents
    M. Shahzad, R. Noor, S. Ahmed, Ajmal Mian, F. Shafait,
    Digital Image Computing Techniques and Applications (DICTA), 2019. 
  125. Facial gender classification – Analysis using convolutional neural networks
    Brian Lee, Syed Gilani, Ghulam Hassan, and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2019.
  126. Learning interpretable expression-sensitive features for 3D dynamic facial expression recognition
    Mingliang Xue, Ajmal Mian, Xiaodong Duan, and Wanquan Liu
    14th IEEE Int Conference on Automatic Face & Gesture Recognition (FG), 2019.
  127. Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition
    Jian Liu, Hossein Rahmani, Naveed Akhtar and Ajmal Mian, 
    International Journal of Computer Vision (IJCV), Jun 2019. arXiv:1707.00823
  128. Predicting sleep apnea from three-dimensional face photography
    Peter Eastwood, Syed Gilani, Nigel McArdle, David Hillman, Jennifer Walsh, Kathleen Maddison, Mithran Goonewardene, and Ajmal Mian, 
    Journal of Clinical Sleep Medicine, Jul 2019.
  129. On-field player workload exposure and knee injury risk monitoring via deep learning
    William Johnson, Ajmal Mian, David Lloyd, and Jacqueline Alderson,
    Journal of Biomechanics, Jul 2019. arXiv:1809.08016
  130. Converting a common low-cost document scanner to a multispectral scanner
    Zohaib Khan, Faisal Shafait, and Ajmal Mian, 
    Sensors, Jul 2019. arXiv:1904.12603
  131. Increased Facial Asymmetry in Autism Spectrum Conditions is Associated with Symptom Presentation
    M. Boutrus, S. Gilani, G. Alvares, M. Maybery, D. Tan, Ajmal Mian, A. Whitehouse,
    Autism Research, Jun 2019. [Link]
  132. Benchmark data and method for real-time people counting in cluttered scenes using depth sensors 
    S. Sun, N. Akhtar, H. Song, C. Zhang, J. Li and Ajmal Mian,
    IEEE Transactions on Intelligent Transportation Systems (ITS), 2019. arXiv:1804.04339
  133. Automatic fish detection in underwater videos by a deep neural network based hybrid motion learning system
    A. Salman, S. Siddiqui, F. Shafait, Ajmal Mian, M. Shortis, K. Khurshid, A. Ulges, U. Schwanecke,
    ICES Journal of Marine Science, Jan 2019.

    2018
  134. Hyperspectral recovery from RGB images using Gaussian Processes
    Naveed Akhtar and Ajmal Mian, 
    IEEE Transactions on Pattern Analysis & Machine Intelligence (PAMI), 2018.
  135. 3D Face Reconstruction from Light Field Images: A Model-free Approach
    Mingtao Feng, Syed Gilani, Yaonan Wang, Ajmal Mian,
    European Conference on Computer Vision (ECCV), 2018.
  136. Learning from Millions of 3D Scans for Large-scale 3D Face Recognition
    Syed Gilani and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018, [Trained Models].
  137. Defense against Universal Adversarial Perturbations
    Naveed Akhtar, Jian Liu and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [Trained Model]
  138. Viewpoint invariant action recognition using RGB-D videos
    J. Liu, N. Akhtar, and Ajmal Mian,
    IEEE Access, arXiv:170905087, 2018.
  139. Predicting Athlete Ground Reaction Forces and Moments from Spatio-temporal Driven CNN Models
    William Johnson, Jacquiline Alderson, David Lloyd and  Ajmal Mian
    IEEE Transactions on Biomedical Engineering (TBME), 9 July 2018. [PDF]
  140. Holistic influence maximization for targeted advertisements in spatial social networks
    Jianxin Li, Taotao Cai, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu,
    IEEE International Conference on Data Engineering (ICDE), 2018 [PDF]
  141. Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning
    William Johnson, Ajmal Mian, David Lloyd and Jacqueline Alderson,
    8th World Congress of Biomechanics, Dublin, Ireland, 2018.
  142. Viewpoint invariant semantic object and scene categorization with RGB-D sensors
    Hasan Zaki, Faisal Shafait, Ajmal Mian,
    Autonomous Robots, July 2018.
  143. Dense 3D Face Correspondence
    Syed Gilani, Ajmal Mian, Faisal Shafait and Ian Reid,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 40(7): 1584–1598, 2018.
  144. Learning a deep model for human action recognition from novel viewpoints
    Hossein Rahmani, Ajmal Mian and Mubarak Shah,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 40(3): 667–681, Mar 2018.  [PDF]
  145. Non-parametric coupled Bayesian dictionary and classifier learning for hyperspectral classification
    Naveed Akhtar and Ajmal Mian,
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 29(9): 4038–4050, 2018. [PDF]
  146. Threat of Adversarial Attacks on Deep Learning for Computer Vision: A Survey
    Naveed Akhtar and Ajmal Mian, 
    IEEE Access, Feb 2018. arXiv:1801.00553
  147. Benchmark dataset and method for depth estimation from lightfield images
    Feng Mingtao, Yaonan Wang, Jian Liu, Liang Zhang, Hasan Zaki, and Ajmal Mian,
    IEEE Transactions on Image Processing (TIP), 27(6): 3586–3598, 2018. [PDF][Supplementary][CNN-model-&-code]
  148. Accuracy of orthognathic surgery using 3D computer assisted surgical simulation
    Richard Lee, Mithran Goonewardene, Ajmal Mian, Brent Allan, Danny Brock, Michelle Trevenen,
    Australasian Orthodontic Journal, 2018. [PDF]
  149. Hypermasculinised facial morphology in boys and girls with Autism Spectrum Disorder and its association with symptomatology
    D. Tan, S. Gilani, M. Maybery, Ajmal Mian, A. Hunt, M. Walters, A. Whitehouse,
    Scientific Reports, 7(1): 9348, Aug 2017. [PDF][Link]
  150. Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data
    S Siddiqui, A. Salman, M. Malik, F. Shafait, Ajmal Mian, M. Shortis, and E. Harvey,
    ICES Journal of Marine Science, 75(1): 374–389, Jan 2018. [Link]
  151. Predicting athlete ground reaction forces and moments from motion capture
    W    illiam Johnson, Ajmal Mian,  Cyril Donnelly, David Lloyd and Jacqueline Alderson,
    Medical & Biological Engineering & Computing (MBEC), 2018. [PDF][YouTube Presentation]

    2017
  152. Joint Bayesian Dictionary and Classifier Learning
    N. Akhtar, Ajmal Mian and F. Porikli,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [PDF, Supp.Material, Code]
  153. Modeling Sub-Event Dynamics for First-Person Action Recognition
    H. Zaki, F. Shafait and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [PDF, Code+Data]
  154. Prediction of ground reaction forces and moments (abstract)
    W Johnson, Ajmal Mian, C Donnelly, D Lloyd, and J Alderson,
    35th International Conference on Biomechanics in Sports (ISBS), 2017.
  155. Viewpoint invariant RGB-D human action recognition
    J. Liu, N. Akhtar, and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2017.
  156. Deep, dense and accurate 3D face correspondence for generating population specific deformable models
    S. Gilani, Ajmal Mian, and P. Eastwood,
    Pattern Recognition, 69: 238-250, 2017.
  157. RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing
    N. Akhtar, and Ajmal Mian,
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 55(6): 3354–3366, Mar 2017. [PDF, Code]
  158. Efficient Classification with Sparsity Augmented Collaborative Representation
    N    . Akhtar, F. Shafait, and Ajmal Mian,
    Pattern Recognition, 65: 136-145, 2017. [Code]
  159. Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition
    H. Zaki, F. Shafait, and Ajmal Mian,
    Robotics and Autonomous Systems, 92: 41-52, 2017.
  160. Towards automating underwater measurement of fish length: A comparison of semi-automatic and manual stereo-video measurements
    F    . Shafait, E. Harvey, M. Shortis, Ajmal Mian, M. Ravenbaksh, J. Seager, P. Culverhouse, D. Cline and D. Edgington,
    ICES Journal of Marine Science, 27 Feb, 2017.
  161. Surface Geodesic Pattern for 3D Deformable Texture Matching 
    F    . Hajati, A. Cheraghian, S. Gheisari, Y. Gao and Ajmal Mian,
    Pattern Recognition, 62 : 21-32, 2017.
  162. Biometric authentication system using retinal vessel pattern and geometric hashing
    A Bhuiyan, A. Hussain, Ajmal Mian, T. Wong, K. Ramamohanarao and Y. Kanagasingam,
    IET Biometrics, 6(2): 79-88, 2017.
  163. Dynamic Texture Comparison using Derivative Sparse Representation
    F Hajati, M. Tavakolani, S. Gheisari, Y. Gao and Ajmal Mian,
    IEEE Transactions on Human-Machine Systems, 47(6): 970–982, 2017. 
  164. Blind domain adaptation with Augmented Extreme Learning Machine features
    M. Uzair and Ajmal Mian,
    IEEE Transactions on Cybernetics, 47(3): 651–660, 2017. [PDF] Copyright @ IEEE

    2016
  165. Hierarchical Beta Process with Gaussian Process prior for Hyperspectral Image Super Resolution
    N. Akhtar, F. Shafait and Ajmal Mian,
    European Conference on Computer Vision (ECCV), 2016.
  166. 3D Action recognition from novel viewpoints
    H. Rahmani and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR – Oral), 2016 [Matlab Code, PDF].
  167. Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition
    H. Zaki, F. Shafait and Ajmal Mian,
    IEEE International Conference on Robotics and Automation (ICRA), 2016. [PDF]
  168. Predicting OSA severity from 3-Dimensional craniofacial photography
    J Walsh, U Jayaraman, S Finlay-Jones, N Mcardle, D Hillman, S Gilani, Ajmal Mian, P Eastwood,
    Journal of Sleep Research, vol 25,  2016. 
  169. Hitogram of Oriented Principal Components for cross-view action recognition
    H. Rahmani, A. Mahmood, D. Huynh and Ajmal Mian,
    IEEE Transactions on Pattern Analysis & Machine Intelligence (PAMI), 38(12): 2430–2443, 2016. [MATLAB code] [Data] Copyright @ IEEE
  170. Discriminative Bayesian Dictionary Learning for Classification
    N. Akhtar, F. Shafait and Ajmal Mian,
    IEEE Transactions on Pattern Analysis & Machine Intelligence (PAMI), 38(12): 2374–2388, 2016.[PDF]. Copyright @ IEEE
  171. Using hyperspectral imaging to characterize consistency of coffee brands and their respective roasting classes
    C. Nansen, K. Singh, Ajmal Mian, B. Allison, and C. Simmons,
    Journal of Food Engineering, 2016. [PDF] Copyright @ Elsevier
  172. Towards Large-scale 3D Face Recognition
    S. Gilani and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2016. (APRS Best Paper Award Runner-up)
  173. Modeling 2D Appearance Evolution for 3D Object Recognition
    H. Zaki, F. Shafait and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2016.
  174. Roust RGB-D face recognition using Kinect sensor
    B. Li, M. Xue, Ajmal Mian, W. Liu, A. Krishna,
    Neurocomputing, 2016. [PDF] Copyright @ Elsevier
  175. Fish identification from videos captured in uncontrolled underwater environments
    F Shafait, Ajmal Mian, M. Shortis, B. Ghanem, P. Culverhouse, D. Edgington, D. Cline, M. Ravenbaksh, J. Seager, E. Harvey,
    ICES Journal of Marine Science, 2016. [PDF] Copyright 
  176. Representation learning with Deep Extreme Learning Machines for efficient image set classification
    M. Uzair, F. Shafait, B. Ghanem and Ajmal Mian,
    Neural Computing and Applications, http://arxiv.org/abs/1503.02445, 2016.
  177. Progress in the automated identification, measurement and counting of fish in underwater image sequences
    M. Shortis, M. Ravanbakhsh, F. Shafait and Ajmal Mian,
    Marine Technology Society Journal, 50(1), 4-16, 2016.
  178. Unsupervised manifold alignment using soft assign technique
    D. Fan, Ajmal Mian, W. Liu, L. Li,
    Machine Vision and Applications, 27: 929-942, 2016. [PDF] Copyright @ Springer
  179. Fish species classification in unconstrained underwater environments from based on deep learning
    A. Salman, A. Jalal, F. Shafait, Ajmal Mian, M. Shortis, J. Seager and E. Harvey,
    Limnology and Oceanography: Methods, 2016. [PDF] Copyright 
  180. Quantification of sun-related changes in the eye in conjunctival ultraviolet autofluorescence images
    E. Huynh, D. Bukowska, S. Yazar, C. McKnight, Ajmal Mian, and D. Mckey
    Journal of Medical Imaging, 2016.

    2015
  181. Joint Group Sparse PCA for Compressed Hyperspectral Imaging
    Z. Khan, F. Shafait and Ajmal Mian,
    I    EEE Transactions on Image Processing (TIP), 24(12), 4934-4942, 2015. [PDF]
  182. Prenatal testosterone exposure is related to sexually dimorphic facial morphology in adulthood
    A. Whitehouse, S. Gilani, F. Shafait, Ajmal Mian, D. Tan, M. Maybery, J. Keelan, R. Hart, D. Handelsman, M. Goonawardene and P. Eastwood,
    Proceedings of the Royal Society of London B, 282: 20151351, 2015. [Link]
  183. Learning a Non-Linear Knowledge Transfer Model for Cross-View action recognition
    H. Rahmani and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [PDF][Code & learned model]
  184. Bayesian sparse representation for hyperspectral image super resolution
    N. Akhtar, F. Shafait and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [PDF][Code]
  185. Shape based automatic detection of a large number of 3D facial landmarks
    S. Gilani, F. Shafait and Ajmal Mian,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [PDF]
  186. Is spectral reflectance of the face a reliable biometric?
    M. Uzair, A. Mahmood, F. Shafait, C. Nansen and Ajmal Mian,
    Optics Express, 23(12): 15160-15173, 2015. [Link]
  187. Automatic ink mismatch detection for forensic document examination
    Z. Khan, F. Shafait and Ajmal Mian, 
    Pattern Recognition, 48(11): 3615-3626, 2015. [PDF] Copyright @ Elsevier
  188. Machine-learned image analysis models for classifying liver fibrosis stage from magnetic resonance images (abstract)
    T. St Pierre, M. House, Ajmal Mian, S. Bangma, G. Burgess, R. Standish, S. Casey, E. Hornsey, P. Crowley and P. Angus,
    The 66th Annual Liver Meeting, 2015.
  189. Localized forgery detection in hyperspectral document images
    Z. Luo, F. Shafait and Ajmal Mian,
    International Conference on Document Analysis and Recognition (ICDAR), 2015. [PDF]
  190. Sexually dimorphic facial features vary according to level of autistic-like traits in the general population
    S. Gilani, D. Tan, S. Russell-Smith, M. Maybery, Ajmal Mian, P. Eastwood, F. Shafait, M. Goonewardene and A.J. Whitehouse,
    Journal of Neurodevelopmental Disorders, 7(1), 2015.
  191. Hyperpsectral face recognition with spatio-spectral information fusion and PLS regression
    M. Uzair, A. Mahmood and Ajmal Mian,
    I    EEE Transactions on Image Processing (TIP), 24(3), 1127–1137, 2015. [PDF] Copyright 
  192. Futuristic greedy approach to sparse unmixing of hyperspectral data
    N. Akhtar, F. Shafait and Ajmal Mian,
    I    EEE Transactions on Geoscience and Remote Sensing (TGRS), 53(4): 2157-2174, 2015. [PDF] Copyright © IEEE. [MATLAB Code]
  193. Discriminative human action classification using locality-constrained linear coding
    H. Rahmani, D. Huynh, A. Mahmood and Ajmal Mian,
    Pattern Recognition Letters, 2016 (invited paper)
  194. Hyperspectral analysis for automatic signature extraction
    M.I. Imran, S. Ahmed, F. Shafait, Ajmal Mian, C. Nansen, A. Dengel and M. Liwicki,
    17th Conf. of the Int. Graphonomics Society, (IGS), 2015.
  195. Localized deep Extreme Learning Machines for efficient RGB-D object recognition
    H. Zaki, F. Shafait and Ajmal Mian,
    Digital Image Computing Techniques & Applications (DICTA), 2015.
  196. Increased susceptibility to aphids of flowering wheat plants exposed to low temperatures
    C. Lacoste, C. Nansen, S. Thompson, L. Moir-Barnetson, Ajmal Mian, M. McNee and K. Flower,
    Environmental Entomology, 44(3): 610-8, 2015. [Link]
  197. Automated fish detection in underwater images using shape-based level sets
    M. Ravanbakhsh, M. Shortis, F. Shafait, Ajmal Mian, E. Harvey and J. Seagar,
    The Photogrammetric Record, 30(149), 46–62, 2015.
  198. Face recognition based on Kinect
    B. Li, Ajmal Mian, W. Liu and A. Krishna,
    Pattern Analysis and Applications, 1-11, 2015.
  199. Automatic 4D facial expression recognition using DCT features
    M. Xue, Ajmal Mian, W. Liu and L. Li,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2015.
  200. Comparison of multi-directional representations for multispectral palmprint recognition
    Z. Khan, F. Shafait and Ajmal Mian,
    Computational Forensics Workshop, 44-54, 2015. [pdf]
  201. Periocular region-based person identification in the visible, infrared and hyperspectral imagery
    M. Uzair, A. Mahmood, Ajmal Mian, and C. McDonald,
    Neurocomputing, 149(B), 854-867, 2015. [PDF]

    2014
  202. HOPC: Histogram of Oriented Principal Components of 3D Point Clouds for Action Recognition
    H. Rahmani, A. Mahmood, D. Huynh and Ajmal Mian,
    European Conference on Computer Vision (ECCV), 2014. [pdf] [MATLAB code] [Data]
  203. Sparse Spatio-spectral Representation for Hyperspectral Image Super-Resolution
    N. Akhtar, F. Shafait and Ajmal Mian,
    European Conference on Computer Vision (ECCV), 2014. [pdf] [MATLAB code]
  204. Semi-supervised spectral clustering for image set classification
    A. Mahmood, Ajmal Mian and R. Owens,
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. [pdf] Copyright © IEEE.
  205. Spatiotemporal derivative pattern: A dynamic texture descriptor for video matching
    F. Hajati, M. Tavakolian, S. Gheisari and Ajmal Mian,
    Asian Conference on Computer Vision (ACCV) 2014. (Oral Presentation) [pdf]
  206. Sparse kernel learning for image set classification
    M. Uzair, A. Mahmood, and Ajmal Mian,
    Asian Conference on Computer Vision (ACCV) 2014. [pdf]
  207. Geometric Facial Gender Scoring: Objectivity of Perception
    S.Z. Gilani, K. Rooney, F. Shafait, M. Walters and Ajmal Mian,
    PLOS ONE, 9(6), 2014. PLOS website, [PDF]
  208. Action classification with Locality-constrained Linear Coding
    H. Rahmani, A. Mahmood, D. Huynh and Ajmal Mian,
    Int. Conference on Pattern Recognition (ICPR), 2014. [pdf] Copyright © IEEE. (BEST PAPER AWARD pdf)
  209. SUnGP: A greedy sparse approximation algorithm for hyperspectral unmixing
    N. Akhtar, F. Shafait and Ajmal Mian,
    Int. Conference on Pattern Recognition (ICPR), 2014. [pdf] Copyright © IEEE.
  210. Perceptual differences between men and women: A 3D facial morphometric perspective
    S. Gilani and Ajmal Mian,
    International Conference on Pattern Recognition (ICPR), 2014. [pdf] Copyright © IEEE.
  211. Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images
    Z. Khan, F. Shafait and Ajmal Mian,
    IEEE International Conference on Image Processing (ICIP), 2014. [pdf] Copyright © IEEE.
  212. Recent advances on singlemodal and multimodal face recognition: A survey
    H. Zhou, Ajmal Mian, L. Wei, D. Creighton, M. Hossny and S. Hahavandi,
    IEEE Transactions on Human-Machine Systems, 44(6), 701-716, 2014.
  213. Regularized least-squares coding with unlabeled dictionary for image-set classification
    M. Uzair and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2014.
  214. Real time action recognition using histograms of depth gradients and random decision forests
    H. Rahmani, A. Mahmood, D. Huynh and Ajmal Mian,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. [pdf] Copyright © IEEE.
  215. Gradient based efficient feature selection
    S. Gilani, F. Shafait and Ajmal Mian,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. [pdf] Copyright © IEEE.
  216. Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing
    N. Akhtar, F. Shafait and Ajmal Mian,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. [pdf] Copyright © IEEE. YouTube Presentation
  217. Fully automatic 3D facial expression recognition using local depth features
    M. Xue, Ajmal Mian, W. Liu and L. Li,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. YouTube Presentation.
  218. Unsupervised iterative manifold alignment via local feature histograms
    K. Fan, Ajmal Mian, W. Liu and L. Li,
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. YouTube Presentation.
  219. An application of shape-based level sets to fish detection in underwater images
    M. Ravanbakhsh, M. Shortis, F. Shafait, Ajmal Mian, E. Harvey, and J. Seagar,
    Workshop on Geospatial Science Research, 2014.

    2013
  220. Image Set based Face Recognition using Self-regularized Non-negative Coding and Adaptive Distance Metric Learning
    Ajmal Mian, Y. Hu, R. Hartley and R. Owens,
    IEEE Transactions on Image Processing (TIP), 22(12), 5252–5262, 2013. [PDF] Copyright © IEEE. [MATLAB Code]
  221. Hyperspectral Face Recognition using 3D-DCT and Partial Least Squares
    M. Uzair, A. Mahmood, and Ajmal Mian,
    British Machine Vision Conference (BMVC), 2013. [pdf] Copyright © BMVA.
  222. Hyperspectral Imaging for Ink Mismatch Detection
    Z. Khan, F. Shafait and Ajmal Mian,
    International Conference on Document Analysis and Recognition (ICDAR), 2013. [pdf] Copyright © IEEE.
  223. A review of techniques for the identification and measurement of fish in underwater stereo-video image sequences
    M. Shortis, M. Ravanbakhsh, F. Shafait, E. Harvey, Ajmal Mian, J. Seager, P. Culverhouse, D. Cline and D. Edgington,
    SPIE Optical Metrology, Videometrics, Range Imaging and Applications, 2013.
  224. Derivative Variation Pattern for Illumination Invariant Image Representation
    M. Tavakolian, F. Hajati, Ajmal Mian and Y. Gao,
    International Conference on Image Processing (ICIP), 2013. [pdf] Copyright © IEEE.
  225. 3D Face Recognition using Topographic High-order Derivatives
    A. Cheraghian, F. Hajati, Ajmal Mian and Y. Gao,
    International Conference on Image Processing (ICIP), 2013. [pdf] Copyright © IEEE.
  226. Hyperspectral Document Imaging: Challenges and Perspectives
    Z. Khan, F. Shafait and Ajmal Mian,
    International Workshop on Camera-Based Document Analysis and Recognition (CBDAR), 2013.
  227. A compact discriminative representation for efficient image-set classification with application to biometric recognition
    M. Uzair, A. Mahmood, Ajmal Mian and C. McDonald,
    International Conference on Biometrics (ICB), 2013. [pdf] Copyright ©  
  228. Handwritten Document Examination Using Hyperspectral Imaging
    Z. Khan, F. Shafait and Ajmal Mian,
    International Workshop on Automated Forensic Handwriting Analysis (AFHA), 2013.
  229. Multibiometric Human Recognition using 3D Ear and Face Features
    S.M.S. Islam, R. Davies, M. Bennamoun, R. Owens and Ajmal Mian,
    Pattern Recognition, 46(3), 613–627, 2013.  [PDF] Copyright © Elsevier.
  230. Biologically significant facial landmarks: How significant are they for gender classification?
    S. Gilani, F. Shafait and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2013. [pdf] Copyright © IEEE.
  231. Sparse variation pattern for texture classification
    M. Tavakolian, F. Hajati, Ajmal Mian and S. Gheisari,
    Digital Image Computing Techniques and Applications (DICTA), 2013. [pdf] Copyright © IEEE.
  232. Periocular Biometric Recognition using Image Sets
    M. Uzair, A. Mahmood, Ajmal Mian and C. McDonald,
    IEEE Workshop on applications of computer vision (WACV), 2013. [pdf] Copyright © IEEE.
  233. Using Kinect for face recognition under varying poses, expressions, illumination and disguise
    Y. Li, Ajmal Mian, W. Liu and A. Krishna,
    IEEE Workshop on applications of computer vision (WACV), 2013. [pdf] Copyright © IEEE.
  234. Biometric security application for person authentication using retinal vessel feature
    A. Hussain, A. Bhuiyan, Ajmal Mian and K. Ramamohanarao,
    Digital Image Computing Techniques and Applic. (DICTA), 2013.

    2012
  235. Hyperspectral Video Restoration using Optical Flow and Sparse Coding
    Ajmal Mian and Richard Hartley,
    Optics Express, 20(10), 10658–10673, 2012. [PDF]
  236. Face recognition using Sparse Approximated Nearest Points between Image Sets
    Y. Hu, Ajmal Mian and R. Owens,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 34(10), 1992–2004, 2012. [PDF]  Copyright © IEEE. [Matlab Code]
  237. Hierarchical Sparse Spectral Clustering for Image Set Classification
    A. Mahmood and Ajmal Mian,
    British Machine Vision Conference (BMVC), 2012. [pdf] Copyright © BMVA.
  238. Spatially Optimized Data Level Fusion of Texture and Shape for Face Recognition
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    IEEE Transactions on Image Processing (TIP), 21(2), 859–872, 2012. [PDF] Copyright © IEEE.
  239. Facial Self Similarity for Sketch to Photo Matching
    Z. Khan, Y. Hu and Ajmal Mian,
    Digital Image Computing Techniques and Applications (DICTA), 2012. [pdf] Copyright © IEEE.

    2011
  240. Efficient Detection and Recognition of 3D Ears
    S.M.S. Islam, R. Davies, M. Bennamoun and Ajmal Mian,
    I    nterrnational Journal of Computer Vision (IJCV), 95(1), 52–73, 2011. [PDF] Copyright © Springer Science+Business Media.
  241. Sparse Approximated Nearest Points for Image Set Classification
    Y. Hu, Ajmal Mian and R. Owens,
    IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2011. [pdf] Copyright © IEEE. [Matlab Code]
  242. Contour Code: Robust and Efficient Multispectral Palmprint Encoding for Human Recognition
    Z. Khan, Ajmal Mian and Y. Hu,
    IEEE International Conference on Computer Vision (ICCV), 2011. [pdf] Copyright © IEEE.
  243. Illumination Invariant Recognition and 3D Reconstruction of Faces using Desktop Optics
    Ajmal Mian,
    Optics Express, 19(8), 7491–711. [PDF]
  244. Correltion Based Speech-Video Synchronization
    A. El-Sallam and Ajmal Mian,
    Pattern Recognition Letters, 32(6), 780–786, 2011.  [PDF] Copyright © Elsevier.
  245. Online Learning from Local Features for Video-based Face Recognition
    Ajmal Mian,
    Pattern Recognition, 44(5), 1068–1075, 2011.  [PDF] Copyright © Elsevier.
  246. Illumination Normalization of Facial Images by Reversing the Process of Image Formation
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    Machine Vision and Applications, 22(6), 899–911, 2011. [PDF]
  247. A Training-free Nose Tip Detection Method from Face Range Images
    X. Peng, M. Bennamoun and Ajmal Mian,
    Pattern Recognition, 44(3), 544–558, 2011.  [PDF] Copyright © Elsevier.
  248. Robust Real-time Feature Detection in Raw 3D Face Images
    Ajmal Mian,
    IEEE Workshop on Applications of Computer Vision (WACV), 220–226, 2011. [pdf] Copyright © IEEE.

    2010
  249. On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Journal of Computer Vision (IJCV), 89(2),  348–361, 2010. [PDF] Copyright © Springer Science+Business Media.
  250. Face Recognition using Contourlet Transform and Multidirectional Illumination from a Computer Screen
    Ajmal Mian,
    Advanced Concepts for Intelligent Vision Systems (ACIVS), 332–344, 2010.
  251. A Novel Analytical Approach to Lip Synchronization
    A. El-Sallam and Ajmal Mian,
    IEEE International Conference on Image Processing (ICIP), 2413–2416, 2010. [pdf] Copyright © IEEE
  252. Human Body Pose Estimation from Still Images and Video Frames
    A. El-Sallam and Ajmal Mian,
    International Conferene on Image Analysis and Recognition (ICIAR), 176–188, 2010.

    2009
  253. An Expression Deformation Approach to Non-rigid 3D Face Recognition
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    International Journal of Computer Vision (IJCV), 81(3), 302–316, 2009. [PDF] Copyright © Springer Science+Business Media.
  254. Shade Face: Multiple Image based 3D Face Recognition
    Ajmal Mian,
    3D Digital Imaging and Modeling (3DIM) held jointly with ICCV, 2009. [pdf] Copyright © IEEE.
  255. On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    International Conference on Biometrics (ICB), 2009. [pdf] Copyright © Springer Verlag.
  256. A Hybrid Image Quality Measure for Automatic Image Quality Assessment
    A. Mansoor, M. Haider, Ajmal Mian and S. Khan,
    Scandinavian Conference on Image Analysis (SCIA), LNCS vol. 5575: 91–98, 2009. [pdf] Copyright © Springer Verlag.
  257. Comparison of  Visible, Thermal Infra-Red and Range Images for Face Recognition
    Ajmal Mian,
    Pacific-Rim Symposium on Image and Video Technology (PSIVT), LNCS vol. 5414: 807–816, 2009. [pdf] Copyright © Springer Verlag.
  258. Speech-Video Synchronization Using Lips Movements and Speech Envelope Correlation
    A. El-Sallam and Ajmal Mian,
    International Conference on Image Analysis and Recognition (ICIAR),  LNCS vol. 5627:397–407, 2009. [pdf] Copyright © Springer Verlag.
  259. Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-invariaAnt Human Recognition
    S.M.S. Islam, M. Bennamoun, Ajmal Mian, and R. Davies,
    International Conference on Image Analysis and Recognition (ICIAR), 2009. [pdf] Copyright © Springer Verlag.

    2008
  260. Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    Int. Journal of Computer Vision (IJCV), 79(1), 1–12, 2008. [PDF] Copyright © Springer Science+Business Media.
  261. Integration of Local and Global Geometrical Cues for 3D Face Recognition
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian, 
    Pattern Recognition, 41(3), 1030–1040, 2008. [PDF] Copyright © Elsevier.
  262. Realtime Face Detection and Tracking using a Single Pan, Tilt, Zoom Camera
    Ajmal Mian,
    Image and Vision Computing (IVCNZ), 1–6, 2008. [pdf] Copyright © IEEE.
  263. A Fast and Fully Automatic Ear Recognition Approach Based on 3D Local Surface Features
    S. Islam, R. Davies, Ajmal Mian and M. Bennamoun,
    Advanced Concepts for Intelligent Vision Systems (ACIVS), LNCS 5259: 1081–1092, 2008. [pdf] Copyright © Springer Verlag.
  264. Unsupervised Learning from Local Features for Video-based Face Recognition
    Ajmal Mian,
    IEEE Face and Gesture Recognition (IEEE FG), 2008. [pdf] Copyright © IEEE.
  265. User Verification by Combining Speech and Face Biometrics in Video
    I. Naseem and Ajmal Mian,
    International Symposium on Visual Computing (ISVC), LNCS 5359: 482–492, 2008. [pdf] Copyright © Springer Verlag.
  266. A Fully Automatic Approach for Human Recognition from Profile Images using 2D and 3D Ear Data
    S.M.S. Islam, M. Bennamoun, Ajmal Mian and R. Davies,
    International Symposium on 3D Data Processing Visualization and Transmission (3DPVT), 131–135, 2008. [pdf] Copyright ©
  267. Expression Invariant Non-rigid 3D Face Recognition: A Robust Approach to Expression Aware Morphing
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    International Symposium on 3D Data Processing Visualization and Transmission (3DPVT), 19–26, 2008. [pdf] Copyright ©
  268. Realtime Visual Tracking of Aircrafts
    Ajmal Mian,
    Digital Image Computing: Techniques and Applications (DICTA), 351-356, 2008. [pdf] Copyright © IEEE.

    2007
  269. An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 29(11):1927–1943, 2007. [PDF]  Copyright © IEEE.
  270. Keypoint Identification and Feature-based 3D Face Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Conference on Biometrics (ICB), LNCS 4642: 163–171, 2007. [pdf] Copyright © Springer Verlag.
  271. Interest-point Based Face Recognition from Range Images
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    British Machine Vision Conference (BMVC), 2007. [pdf] Copyright © BMVA.
  272. Fuzzy Morphology for Edge Detection and Segmentation
    A. Mansoor, Ajmal Mian, A. Khan and S. Khan,
    International Symposium on Visual Computing (ISVC), LNCS 4842: 811–822, 2007. [pdf] Copyright © Springer Verlag.
  273. 3D Shape Representation by Fusing Local and Global Information
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    International Symposium on Signal Processing and its Applications (ISSPA), 2007.

    2006
  274. 3D Model-based Object Recognition and Segmentation in Cluttered Scenes
    Ajmal Mian,     M. Bennamoun and R. Owens,
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 28(10):1584–1601, 2006.
    Dataset for this paper is available at this Link
  275. A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Journal of Computer Vision (IJCV), 66(1):19–40, 2006. [PDF] Copyright © Springer Science+Business Media.
  276. Face Recognition using 2D and 3D Multimodal Local Features
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Symposium on Visual Computing (ISVC), 2006. [pdf]
  277. Illumination Normalization for Color Face Images
    F. Al-Osaimi, M. Bennamoun and Ajmal Mian,
    International Symposium on Visual Computing (ISVC), LNCS 4291: 90–101, 2006. [pd] Copyright © Springer Verlag.
  278. Automatic 3D Face Detection, Normalization and Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Symposium on 3D Data Processing, Visualization and Transmission (3DVT), 2006. [pdf] Copyright © IEEE.
  279. 2D and 3D Multimodal Hybrid Face Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    European Conference on Computer Vision (ECCV), 344–355, 2006. [pdf] Copyright © Springer Verlag.
  280. SRICP: An Algorithm for Matching Semi-Rigid Three-Dimensional Surfaces
    Ajmal Mian, M. Bennamoun and R. Owens,
    Image and Vision Computing New Zealand (IVCNZ), 257–262, 2006. [pdf] Copyright ©.

    2005
  281. Automatic Correspondence for 3D Modeling: An Extensive Review
    Ajmal Mian, M. Bennamoun and R. Owens,
    International Journal of Shape Modeling (IJSM), 11(2), 253–291, 2005. [PDF] Copyright © World Scientific Publishing Co.
  282. 3D Recognition and Segmentation of Objects in Cluttered Scenes
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE Workshop on Applications of Computer Vision (WACV), 2005. [pdf] Copyright © IEEE.
  283. 3D model-based free-form object recognition – a review
    Ajmal Mian,     M. Bennamoun and R. Owens,
    Sensor Review, 25(2), 148–154, 2005. [Link]
  284. Matching Tensors for Pose Invariant Automatic 3D Face Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE Workshop on Advaced 3D Imaging for Safety and Security (A3DISS), at CVPR, 2005. [pdf] Copyright © IEEE.
  285. Automatic Multiview Fine Registration of Range Images Acquired from Unknown View Points (abstract)
    Ajmal Mian, M. Bennamoun and R. Owens,
    Int Conference on Modeling, Simulation & Applied Optimisation (ICMSAO), 2005. [pdf] Copyright ©.

    2004
  286. Matching Tensors for Automatic Correspondence and Registration
    Ajmal Mian, M. Bennamoun and R. Owens,
    European Conference on Computer Vision (ECCV), 495–505, 2004. [pdf] Copyright © Springer Verlag.
  287. Performance Analysis of an Improved Tensor Based Correspondence Algorithm for Automatic 3D Modeling
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE International Conference on Image Processing (ICIP), 1951–1954, 2004. [pdf] Copyright © IEEE.
  288. Arcanum: A Secure and Efficient Key Exchange Protocol for the Internet
    Ajmal Mian and A. Masood,
    Int Conference on Information Technology Coding & Computing (ITCC), 17–21, 2004. [pdf] Copyright © IEEE.
  289. 3D Face Recognition by Matching Shape Descriptors
    Ajmal Mian, D. Mathers, M. Bennamoun, R. Owens and G. Hingston,
    Image and Vision Computing New Zealand (IVCNZ), 23–28, 2004. [pdf] Copyright ©.
  290. Automatic 3D Model-based Free-form Object Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    Sensor Review, 24(2), 206–215, 2004. [PDF] Copyright © Emerald Group Publishing Ltd.
  291. Automatic Multiview Coarse Registration of Range Images for 3D Modeling
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE Conference on Cybernetics and Intelligence Systems, 158–163, 2004. [pdf] Copyright © IEEE.
  292. A Novel Algorithm for Automatic 3D Model-based Free-form Object Recognition
    Ajmal Mian, M. Bennamoun and R. Owens,
    IEEE Conference on Systems, Man and Cybernetics (SMC), 6348–6353, 2004. [pdf] Copyright © IEEE.
  293. From Unordered Range Images to 3D Models: A Fully Automatic Multiview Correspondence Algorithm
    Ajmal Mian, M. Bennamoun and R. Owens,
    Theory and Practice of Computer Graphics (TPCG), 162–166, 2004. [pdf] Copyright © IEEE.
  294. Automatic Correspondence and Global Registration of Range Images for 3D Modeling (abstract)
    Ajmal Mian, M. Bennamoun and R. Owens,
    XXth Congress, International Society for Photogrammetry and Remote Sensing (ISPRS), 2004. [pdf] Copyright ©.
  295. Experimental Analysis of the Arcanum Key Exchange Protocol
    Ajmal Mian and Raja Iqbal,
    International Conference on Security and Management (SAM), 267–271, 2004. [pdf] Copyright ©.

Edited Special Issues

  1. Deep Learning for Remote Sensing Data
    Ajmal Mian, Jun Zhou, Naveed Akhtar, Petram Ghamisi, Antonio Robles-Kelly, Tat-Jun Chin
    Remote Sensing, 2021. [Link]
  2. Best of DICTA 2019 Papers
    Ajmal Mian, Lei Wang, Ruiping Wang, Hamid Laga, Naveed Akhtar
    Neural Computing and Applications (NCAA), 2021. [Link]
  3. Advanced Machine Vision
    S Puttemans, T Goedeme, Ajmal Mian, TB Moeslund, R Gage,
    Machine Vision and Applications, 31 (3), 2020.
  4. Distance metric learning for pattern recognition
    Jiwen Lu, Ruiping Wang, Ajmal Mian, Ajay Kuman, and Sudeep Sarkar,
    Pattern Recognition, Vol. 75, Special Issue, Elsevier, 2018.
  5. Language in Vision
    Yan Yan, Jiwen Lu, Ajmal Mian, Arun Ross, Vittirio Murino and Ruda Horaud
    Computer Vision and Image Understanding (CVIU), Vol. 163, Special Issue, Elsevier, 2017.
  6. Regularization techniques for high-dimensional data analysis
    Jiwen Lu, Xi Peng, Weihong Deng and Ajmal Mian
    Image and Vision Computing, Vol. 60, Special Issue, Elsevier, 2017.

arXiv Preprints

  1. Threat of Adversarial Attacks on Deep Learning for Computer Vision: Survey II
    N Akhtar Ajmal Mian, N Kardan, M Shah, https://arxiv.org/abs/2108.00401, 2021
  2. Image Colorization: A Survey and Dataset
    Saeed Anwar, Muhammad Tahir, Chongyi Li, Ajmal Mian, Fahad Khan, Abdul Wahab Muzaffar, 25 Aug 2020.arXiv:2008.10774
  3. Fast ORB-SLAM Method with Descriptor Independent Keypoint Matching
    Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Yong He, Hong Zhang, Ajmal Mian, Aug 2020, https://arxiv.org/abs/2008.09870.
  4. Adversarial perturbations prevail in the Y-channel of the CbCr color space
    C. Pestana, N. Akhtar, W. Liu, D. Glance, Ajmal Mian, 25 Feb 2020. arXiv:2003.00883
  5. Diversifying topic-coherent response generation for natural multi-turn conversation
    Fei Hu, Wei Liu, Ajmal Mian, Li Li, 24 Oct 2019. arXiv:1910.11161
  6. Deep localization of protein structures in fluorescence mincroscopy images
    Muhammad Tahir, Saeed Anwar, Ajmal Mian, 9 Oct 2019. arXiv:1910.04287
  7. Temporally coherent full 3D mesh human pose recovery from monocular video
    Jian Liu, Naveed Akhtar, Ajmal Mian, 1 Jun 2019. arXiv:1906.00161
  8. Label Universal Targeted Attack
    N. Akhtar, M. Jalwana, M. Bennamoun, Ajmal Mian, 27 May 2019. arXiv:1905.11544
  9. Unsupervised deep multi-focus image fusion
    Xiang Yan, Syed Gilani, Hanlin Qin, Ajmal Mian, 19 Jun 2018. arXiv:1806.07272
  10. Spherical Convolutional Neural Networks for 3D Point Clouds
    Huan Lei, Naveed Akhtar, and Ajmal Mian, 21 May 2018. arXiv:1805.07872
  11. Deep keyframe detection in human action videos
    Xiang Yan, Syed Gilani, Hanlin Qin, Mingtao Feng, Liang Zhang, Ajmal Mian, 26 Apr 2018. arXiv:1804.10021
  12. Threat of Adversarial Attacks on Deep Learning for Computer Vision: A Survey
    Naveed Akhtar and Ajmal Mian,  arXiv:1801.00553, Jan 2018. (updated)
  13. Spaseness Helps: Sparsity Augmented Collaborative Representation for Classification
    N. Akhtar, F. Shafait and Ajmal Mian,  arXiv:1503.07989, Nov 2015.
  14. Semi-supervised Spectral Clustering for Classification
    A. Mahmood and Ajmal Mian, arXiv:1405.5737v1, 2014. [PDF]
  15.  Optimizing autocorrelation for fast target search in large search space
    A. Mahmood, Ajmal Mian and R. Owens, arXiv, 1407.3535, 2014.
  16. Multispecral Palmprint Encoding and Recognition
    Z. Khan, F. Shafait, Y. Hu and Ajmal Mian, arXiv:1402.2941v1, 2014. [PDF] [MATLAB Code]