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2020 – today
- 2022
[j24]Jian Liu
, Naveed Akhtar, Ajmal Mian:
Adversarial Attack on Skeleton-Based Human Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1609-1622 (2022)- [c27]Camilo Pestana, Naveed Akhtar, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian:
Transferable 3D Adversarial Textures using End-to-end Optimization. WACV 2022: 727-736 - [i31]Jie Wang, Ghulam Mubashar Hassan, Naveed Akhtar:
A Survey of Neural Trojan Attacks and Defenses in Deep Learning. CoRR abs/2202.07183 (2022) - [i30]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CoRR abs/2203.16895 (2022) - 2021
- [j23]Muhammad Ibrahim, Naveed Akhtar, Michael J. Wise, Ajmal Mian:
Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation. IEEE Access 9: 35984-35996 (2021) - [j22]Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah:
Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey. IEEE Access 9: 155161-155196 (2021) - [j21]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian:
Empirical autopsy of deep video captioning encoder-decoder architecture. Array 9: 100052 (2021) - [j20]Ajmal Saeed Mian, Lei Wang, Ruiping Wang, Hamid Laga, Naveed Akhtar:
Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers. Neural Comput. Appl. 33(13): 7309 (2021) - [j19]ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, Mubarak Shah:
Deep Affinity Network for Multiple Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 43(1): 104-119 (2021) - [j18]Huan Lei, Naveed Akhtar, Ajmal Mian:
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3664-3680 (2021) - [j17]Muhammad Ibrahim, Naveed Akhtar, Khalil Ullah, Ajmal Mian:
Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor. Remote. Sens. 13(18): 3621 (2021) - [c26]Huan Lei, Naveed Akhtar, Ajmal Mian:
Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes. CVPR 2021: 13854-13864 - [c25]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency. CVPR 2021: 16327-16336 - [c24]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar:
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. DICTA 2021: 1-8 - [c23]Muhammad Ibrahim, Naveed Akhtar, Mohammad A. A. K. Jalwana, Michael J. Wise, Ajmal Mian:
High Definition LiDAR mapping of Perth CBD. DICTA 2021: 1-8 - [c22]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Boosting Deep Transfer Learning For Covid-19 Classification. ICIP 2021: 210-214 - [c21]Camilo Pestana, Naveed Akhtar, Wei Liu, David G. Glance, Ajmal Mian:
Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images. IJCNN 2021: 1-9 - [c20]Jason Jung, Naveed Akhtar, Ghulam Mubashar Hassan:
Analysing Adversarial Examples for Deep Learning. VISIGRAPP (5: VISAPP) 2021: 585-592 - [i29]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Boosting Deep Transfer Learning for COVID-19 Classification. CoRR abs/2102.08085 (2021) - [i28]Huan Lei, Naveed Akhtar, Ajmal Mian:
Picasso: A CUDA-based Library for Deep Learning over 3D Meshes. CoRR abs/2103.15076 (2021) - [i27]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Attack to Fool and Explain Deep Networks. CoRR abs/2106.10606 (2021) - [i26]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency. CoRR abs/2106.10649 (2021) - [i25]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian:
Controlled Caption Generation for Images Through Adversarial Attacks. CoRR abs/2107.03050 (2021) - [i24]Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah:
Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II. CoRR abs/2108.00401 (2021) - [i23]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar:
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. CoRR abs/2108.05649 (2021) - [i22]Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian:
Geometric Feature Learning for 3D Meshes. CoRR abs/2112.01801 (2021) - 2020
- [j16]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Orthogonal Deep Models as Defense Against Black-Box Attacks. IEEE Access 8: 119744-119757 (2020) - [j15]Naveed Akhtar, Ajmal Mian:
Hyperspectral Recovery from RGB Images using Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 100-113 (2020) - [j14]Salah Ud Din, Naveed Akhtar, Shahzad Younis, Faisal Shafait, Atif Mansoor, Muhammad Shafique:
Steganographic universal adversarial perturbations. Pattern Recognit. Lett. 135: 146-152 (2020) - [c19]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Attack to Explain Deep Representation. CVPR 2020: 9540-9549 - [c18]Huan Lei, Naveed Akhtar, Ajmal Mian:
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel. CVPR 2020: 11608-11617 - [c17]ShiJie Sun, Naveed Akhtar, Xiangyu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah:
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. ECCV (24) 2020: 626-643 - [c16]Syed Afaq Ali Shah, Moise Bougre, Naveed Akhtar, Mohammed Bennamoun, Liang Zhang:
Efficient Detection of Pixel-Level Adversarial Attacks. ICIP 2020: 718-722 - [i21]Camilo Pestana, Naveed Akhtar, Wei Liu, David G. Glance, Ajmal Mian:
Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space. CoRR abs/2003.00883 (2020) - [i20]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Orthogonal Deep Models As Defense Against Black-Box Attacks. CoRR abs/2006.14856 (2020) - [i19]ShiJie Sun, Naveed Akhtar, Xiangyu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah:
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. CoRR abs/2008.08826 (2020)
2010 – 2019
- 2019
- [j13]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem Khalid Janjua:
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions. IEEE Access 7: 99540-99572 (2019) - [j12]Jian Liu, Hossein Rahmani, Naveed Akhtar, Ajmal Mian:
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition. Int. J. Comput. Vis. 127(10): 1545-1564 (2019) - [j11]ShiJie Sun, Naveed Akhtar, HuanSheng Song, ChaoYang Zhang, Jianxin Li, Ajmal Mian:
Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors. IEEE Trans. Intell. Transp. Syst. 20(10): 3599-3612 (2019) - [c15]Jian Liu, Naveed Akhtar, Ajmal Mian:
Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition. CVPR Workshops 2019 - [c14]Huan Lei, Naveed Akhtar, Ajmal Mian:
Octree Guided CNN With Spherical Kernels for 3D Point Clouds. CVPR 2019: 9631-9640 - [c13]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Syed Zulqarnain Gilani, Ajmal Mian:
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning. CVPR 2019: 12487-12496 - [i18]Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem Khalid Janjua:
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions. CoRR abs/1902.05655 (2019) - [i17]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Syed Zulqarnain Gilani, Ajmal Mian:
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning. CoRR abs/1902.10322 (2019) - [i16]Huan Lei, Naveed Akhtar, Ajmal Mian:
Octree guided CNN with Spherical Kernels for 3D Point Clouds. CoRR abs/1903.00343 (2019) - [i15]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Label Universal Targeted Attack. CoRR abs/1905.11544 (2019) - [i14]Jian Liu, Naveed Akhtar, Ajmal Mian:
Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video. CoRR abs/1906.00161 (2019) - [i13]Jian Liu, Naveed Akhtar, Ajmal Mian:
Adversarial Attack on Skeleton-based Human Action Recognition. CoRR abs/1909.06500 (2019) - [i12]Huan Lei, Naveed Akhtar, Ajmal Mian:
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds. CoRR abs/1909.09287 (2019) - [i11]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian:
Empirical Autopsy of Deep Video Captioning Frameworks. CoRR abs/1911.09345 (2019) - 2018
- [j10]Naveed Akhtar, Ajmal S. Mian:
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey. IEEE Access 6: 14410-14430 (2018) - [j9]Jian Liu, Naveed Akhtar, Ajmal Mian:
Viewpoint Invariant Action Recognition Using RGB-D Videos. IEEE Access 6: 70061-70071 (2018) - [j8]Naveed Akhtar, Ajmal S. Mian:
Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4038-4050 (2018) - [c12]Naveed Akhtar, Jian Liu, Ajmal Mian:
Defense Against Universal Adversarial Perturbations. CVPR 2018: 3389-3398 - [i10]Naveed Akhtar, Ajmal Mian:
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey. CoRR abs/1801.00553 (2018) - [i9]Naveed Akhtar, Ajmal Mian:
Hyperspectral recovery from RGB images using Gaussian Processes. CoRR abs/1801.04654 (2018) - [i8]HuanSheng Song, ShiJie Sun, Naveed Akhtar, ChaoYang Zhang, Jianxin Li, Ajmal Mian:
Benchmark data and method for real-time people counting in cluttered scenes using depth sensors. CoRR abs/1804.04339 (2018) - [i7]Huan Lei, Naveed Akhtar, Ajmal Mian:
Spherical Convolutional Neural Network for 3D Point Clouds. CoRR abs/1805.07872 (2018) - [i6]ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, Mubarak Shah:
Deep Affinity Network for Multiple Object Tracking. CoRR abs/1810.11780 (2018) - 2017
- [j7]Naveed Akhtar, Razzaq Ahmed, Muhammad Arfan, Muhammad Noshad Ali:
Mechanical Performance and Fracture Behavior of Recycled AA6061-T6 Alloy Melted from Aluminium Chips. Int. J. Manuf. Mater. Mech. Eng. 7(1): 1-17 (2017) - [j6]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Efficient classification with sparsity augmented collaborative representation. Pattern Recognit. 65: 136-145 (2017) - [j5]Naveed Akhtar, Ajmal S. Mian:
RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(6): 3354-3366 (2017) - [c11]Naveed Akhtar, Ajmal S. Mian, Fatih Porikli:
Joint Discriminative Bayesian Dictionary and Classifier Learning. CVPR 2017: 3919-3928 - [c10]Jain Liu, Naveed Akhtar, Ajmal Mian:
Viewpoint Invariant RGB-D Human Action Recognition. DICTA 2017: 1-8 - [i5]Jian Liu, Naveed Akhtar, Ajmal S. Mian:
Viewpoint Invariant Action Recognition using RGB-D Videos. CoRR abs/1709.05087 (2017) - [i4]Naveed Akhtar, Jian Liu, Ajmal S. Mian:
Defense against Universal Adversarial Perturbations. CoRR abs/1711.05929 (2017) - [i3]Jian Liu, Naveed Akhtar, Ajmal Mian:
Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition. CoRR abs/1711.05941 (2017) - 2016
- [j4]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Discriminative Bayesian Dictionary Learning for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38(12): 2374-2388 (2016) - [c9]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution. ECCV (3) 2016: 103-120 - 2015
- [j3]Naveed Akhtar, SuJun Wu:
Tensile Fracture in Laser Welding Joints of Al-Cu-Li-Mg-X Alloy Bearing Gaseous Porosity. Int. J. Manuf. Mater. Mech. Eng. 5(4): 63-79 (2015) - [j2]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 53(4): 2157-2174 (2015) - [c8]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Bayesian sparse representation for hyperspectral image super resolution. CVPR 2015: 3631-3640 - [i2]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Discriminative Bayesian Dictionary Learning for Classification. CoRR abs/1503.07989 (2015) - [i1]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Sparseness helps: Sparsity Augmented Collaborative Representation for Classification. CoRR abs/1511.08956 (2015) - 2014
- [j1]Anastassia Küstenmacher, Naveed Akhtar, Paul-Gerhard Plöger, Gerhard Lakemeyer:
Towards Robust Task Execution for Domestic Service Robots. J. Intell. Robotic Syst. 76(1): 5-33 (2014) - [c7]Anastassia Küstenmacher, Naveed Akhtar, Paul-Gerhard Plöger, Gerhard Lakemeyer:
Towards Robust Task Execution for Domestic Service Robots. ICAPS 2014 - [c6]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution. ECCV (7) 2014: 63-78 - [c5]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing. ICPR 2014: 3726-3731 - [c4]Naveed Akhtar, Faisal Shafait, Ajmal S. Mian:
Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing. WACV 2014: 953-960 - 2013
- [c3]Naveed Akhtar, Anastassia Küstenmacher, Paul-Gerhard Plöger, Gerhard Lakemeyer:
Simulation-based approach for avoiding external faults. ICAR 2013: 1-8 - [c2]Anastassia Küstenmacher, Naveed Akhtar, Paul-Gerhard Plöger, Gerhard Lakemeyer:
Unexpected Situations in Service Robot Environment: Classification and Reasoning Using Naive Physics. RoboCup 2013: 219-230 - 2011
- [c1]Naveed Akhtar, Matthias Füller, Björn Kahl, Timo Henne:
Towards iterative learning of autonomous robots using ILP. ICAR 2011: 409-414
Coauthor Index
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