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Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II


Aug 01, 2021
Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah


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Object-to-Scene: Learning to Transfer Object Knowledge to Indoor Scene Recognition


Aug 01, 2021
Bo Miao, Liguang Zhou, Ajmal Mian, Tin Lun Lam, Yangsheng Xu

* Accepted by IROS2021 

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Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation


Jul 27, 2021
Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian

* 10 pages, 5 figures 

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Controlled Caption Generation for Images Through Adversarial Attacks


Jul 07, 2021
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian


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CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency


Jun 20, 2021
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

* IEEE CVPR 2021 paper 

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Attack to Fool and Explain Deep Networks


Jun 20, 2021
Naveed Akhtar, Muhammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian

* To appear in IEEE TPAMI. arXiv admin note: text overlap with arXiv:1905.11544 

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PC-DAN: Point Cloud based Deep Affinity Network for 3D Multi-Object Tracking (Accepted as an extended abstract in JRDB-ACT Workshop at CVPR21)


Jun 03, 2021
Aakash Kumar, Jyoti Kini, Mubarak Shah, Ajmal Mian


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Physical world assistive signals for deep neural network classifiers -- neither defense nor attack


May 03, 2021
Camilo Pestana, Wei Liu, David Glance, Robyn Owens, Ajmal Mian


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Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud


Mar 30, 2021
Mingtao Feng, Zhen Li, Qi Li, Liang Zhang, XiangDong Zhang, Guangming Zhu, Hui Zhang, Yaonan Wang, Ajmal Mian


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Picasso: A CUDA-based Library for Deep Learning over 3D Meshes


Mar 28, 2021
Huan Lei, Naveed Akhtar, Ajmal Mian

* CVPR,2021 
* Accepted to CVPR2021 

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LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack


Mar 22, 2021
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian


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Deep Learning based 3D Segmentation: A Survey


Mar 10, 2021
Yong He, Hongshan Yu, Xiaoyan Liu, Zhengeng Yang, Wei Sun, Yaonan Wang, Qiang Fu, Yanmei Zou, Ajmal Mian

* Under review of ACM Computing Surveys, 36 pages, 10 tables, 9 figures 

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Self-supervised Learning with Fully Convolutional Networks


Dec 18, 2020
Zhengeng Yang, Hongshan Yu, Yong He, Zhi-Hong Mao, Ajmal Mian


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Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty


Nov 07, 2020
Camilo Pestana, Wei Liu, David Glance, Ajmal Mian

* Paper Accepted at WACV 2021 

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Defense-friendly Images in Adversarial Attacks: Dataset and Metrics forPerturbation Difficulty


Nov 05, 2020
Camilo Pestana, Wei Liu, David Glance, Ajmal Mian

* Paper Accepted at WACV 2021 

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Image Colorization: A Survey and Dataset


Aug 25, 2020
Saeed Anwar, Muhammad Tahir, Chongyi Li, Ajmal Mian, Fahad Shahbaz Khan, Abdul Wahab Muzaffar


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FastORB-SLAM: a Fast ORB-SLAM Method with Coarse-to-Fine Descriptor Independent Keypoint Matching


Aug 22, 2020
Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Hong Zhang, Ajmal Mian

* Keypoint Matching, Optical Flow, Motion Model, ORB SLAM, Pose, Estimation, Visual SLAM 

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Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking


Aug 20, 2020
ShiJie Sun, Naveed Akhtar, XiangYu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah

* 25 pages, 9 figures, has been accepted by the ECCCV 2020 

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Cassandra: Detecting Trojaned Networks from Adversarial Perturbations


Jul 28, 2020
Xiaoyu Zhang, Ajmal Mian, Rohit Gupta, Nazanin Rahnavard, Mubarak Shah


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Odyssey: Creation, Analysis and Detection of Trojan Models


Jul 16, 2020
Marzieh Edraki, Nazmul Karim, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah


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Orthogonal Deep Models As Defense Against Black-Box Attacks


Jun 26, 2020
Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

* Accepted in IEEE Access 

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Minimum Potential Energy of Point Cloud for Robust Global Registration


Jun 12, 2020
Zijie Wu, Yaonan Wang, Qing Zhu, Jianxu Mao, Haotian Wu, Mingtao Feng, Ajmal Mian


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Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space


Feb 25, 2020
Camilo Pestana, Naveed Akhtar, Wei Liu, David Glance, Ajmal Mian


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Relation Graph Network for 3D Object Detection in Point Clouds


Nov 30, 2019
Mingtao Feng, Syed Zulqarnain Gilani, Yaonan Wang, Liang Zhang, Ajmal Mian

* Manuscript 

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Empirical Autopsy of Deep Video Captioning Frameworks


Nov 21, 2019
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian

* 09 pages, 05 figures 

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Deep localization of protein structures in fluorescence microscopy images


Oct 09, 2019
Muhammad Tahir, Saeed Anwar, Ajmal Mian


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Point Attention Network for Semantic Segmentation of 3D Point Clouds


Sep 27, 2019
Mingtao Feng, Liang Zhang, Xuefei Lin, Syed Zulqarnain Gilani, Ajmal Mian

* Submitted to a journal 

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Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds


Sep 20, 2019
Huan Lei, Naveed Akhtar, Ajmal Mian

* Submitted to a Journal 

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Adversarial Attack on Skeleton-based Human Action Recognition


Sep 14, 2019
Jian Liu, Naveed Akhtar, Ajmal Mian


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Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video


Jun 01, 2019
Jian Liu, Naveed Akhtar, Ajmal Mian


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