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2020 – today
- 2024
[j46]Muhammad Bilal Shaikh
, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. Data 9(2): 21 (2024)- [j45]Jingwen Wang, Hongshan Yu, Xuefei Lin, Zechuan Li, Wei Sun, Naveed Akhtar:
EFRNet-VL: An end-to-end feature refinement network for monocular visual localization in dynamic environments. Expert Syst. Appl. 243: 122755 (2024) - [j44]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
Multimodal fusion for audio-image and video action recognition. Neural Comput. Appl. 36(10): 5499-5513 (2024) - [j43]Yanmei Zou, Xuefei Lin, Hongshan Yu, Zhengeng Yang, Naveed Akhtar:
Fine-Grained Semantic Information Preservation and Misclassification-Aware Loss for 3D Point Cloud. IEEE Robotics Autom. Lett. 9(9): 7947-7954 (2024) - [j42]Li Liang, Naveed Akhtar, Jordan Vice, Ajmal Mian:
Voxel- and Bird's-Eye-View-Based Semantic Scene Completion for LiDAR Point Clouds. Remote. Sens. 16(13): 2266 (2024) - [j41]Junyang Wang, Xiang Yan, Hanlin Qin, Naveed Akhtar, Shuowen Yang, Ajmal Mian:
Dynamic Spectral Guided Spatial Sparse Transformer for Hyperspectral Image Reconstruction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15494-15511 (2024) - [j40]Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Ajmal Mian:
SCTransNet: Spatial-Channel Cross Transformer Network for Infrared Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j39]Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Shiqi Yang, Shuowen Yang:
IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j38]Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian:
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. IEEE Trans. Inf. Forensics Secur. 19: 4865-4880 (2024) - [j37]Maira Alvi, Tim French, Rachel Cardell-Oliver, Damien Batstone, Naveed Akhtar:
Enhanced Deep Predictive Modeling of Wastewater Plants With Limited Data. IEEE Trans. Ind. Informatics 20(2): 1920-1930 (2024) - [j36]LiChen Liu, Xiangyu Song, HuanSheng Song, Shijie Sun, Xian-Feng Han, Naveed Akhtar, Ajmal Mian:
Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios. IEEE Trans. Intell. Transp. Syst. 25(8): 9467-9481 (2024) - [j35]Nur Al Hasan Haldar, Jianxin Li, Naveed Akhtar, Yan Jia, Ajmal Mian:
Co-Engaged Location Group Search in Location-Based Social Networks. IEEE Trans. Knowl. Data Eng. 36(7): 2910-2926 (2024) - [j34]Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian:
Mesh Convolution With Continuous Filters for 3-D Surface Parsing. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14863-14877 (2024) - [j33]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 260:1-260:24 (2024) - [c45]Yanmei Zou, Hongshan Yu, Zhengeng Yang, Zechuan Li, Naveed Akhtar:
Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding. AAAI 2024: 7891-7899 - [c44]Peiyu Yang, Naveed Akhtar, Mubarak Shah, Ajmal Mian:
Regulating Model Reliance on Non-robust Features by Smoothing Input Marginal Density. ECCV (57) 2024: 329-347 - [i57]Juwita Juwita, Ghulam Mubashar Hassan, Naveed Akhtar, Amitava Datta:
M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans. CoRR abs/2401.10419 (2024) - [i56]Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Shiqi Yang, Shuowen Yang:
ARCNet: An Asymmetric Residual Wavelet Column Correction Network for Infrared Image Destriping. CoRR abs/2401.15578 (2024) - [i55]Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Ajmal Mian:
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection. CoRR abs/2401.15583 (2024) - [i54]Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian:
Severity Controlled Text-to-Image Generative Model Bias Manipulation. CoRR abs/2404.02530 (2024) - [i53]Peiyu Yang, Naveed Akhtar, Jiantong Jiang, Ajmal Mian:
Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods. CoRR abs/2405.02344 (2024) - [i52]Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar:
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. CoRR abs/2405.15813 (2024) - [i51]Basim Azam, Naveed Akhtar:
Suitability of KANs for Computer Vision: A preliminary investigation. CoRR abs/2406.09087 (2024) - [i50]Peiyu Yang, Naveed Akhtar, Mubarak Shah, Ajmal Mian:
Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density. CoRR abs/2407.04370 (2024) - 2023
- [j32]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. Softw. Impacts 17: 100544 (2023) - [j31]Jian Liu, Naveed Akhtar, Ajmal Mian:
Deep Reconstruction of 3-D Human Poses From Video. IEEE Trans. Artif. Intell. 4(3): 497-510 (2023) - [j30]Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian:
Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning. IEEE Trans. Inf. Forensics Secur. 18: 626-638 (2023) - [j29]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation. IEEE Trans. Intell. Transp. Syst. 24(5): 5456-5466 (2023) - [j28]Nayyer Aafaq, Ajmal Mian, Naveed Akhtar, Wei Liu, Mubarak Shah:
Dense Video Captioning With Early Linguistic Information Fusion. IEEE Trans. Multim. 25: 2309-2322 (2023) - [j27]Uno Fang, Jianxin Li, Naveed Akhtar, Man Li, Yan Jia:
GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning. World Wide Web (WWW) 26(4): 1667-1683 (2023) - [c43]Naveed Akhtar, Mohammad Amir Asim Khan Jalwana:
Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers. AAAI 2023: 178-186 - [c42]Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian:
Local Path Integration for Attribution. AAAI 2023: 3173-3180 - [c41]Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah:
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility. AAAI 2023: 14838-14846 - [c40]Qitong Yang, Lionel Rakai, Shijie Sun, Huansheng Song, Xiangyu Song, Naveed Akhtar:
STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation. APWeb/WAIM (4) 2023: 217-231 - [c39]Zechuan Li, Hongshan Yu, Zhengeng Yang, Tom Tongjia Chen, Naveed Akhtar:
AShapeFormer : Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers. CVPR 2023: 1012-1021 - [c38]Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian:
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. DICTA 2023: 348-355 - [c37]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. EUVIP 2023: 1-6 - [c36]Rahul Ambati, Naveed Akhtar, Ajmal Mian, Yogesh S. Rawat:
PRAT: PRofiling Adversarial aTtacks. ICCV (Workshops) 2023: 3669-3678 - [c35]Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Saeed Mian:
Re-calibrating Feature Attributions for Model Interpretation. ICLR 2023 - [c34]Naveed Akhtar, Mohammad A. A. K. Jalwana:
Towards credible visual model interpretation with path attribution. ICML 2023: 439-457 - [c33]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. ICRA 2023: 11763-11770 - [c32]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. IROS 2023: 5187-5194 - [d3]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwer, Ajmal Mian:
SWAN. IEEE DataPort, 2023
- [d2]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Perth-WA Localization Dataset in 3D Point Cloud Maps. IEEE DataPort, 2023 - [i49]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection. CoRR abs/2301.08888 (2023) - [i48]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Michael J. Wise, Ajmal Mian:
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps. CoRR abs/2301.08957 (2023) - [i47]Naveed Akhtar:
A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics. CoRR abs/2301.13445 (2023) - [i46]Naveed Akhtar, Mohammad A. A. K. Jalwana:
Rethinking interpretation: Input-agnostic saliency mapping of deep visual classifiers. CoRR abs/2303.17836 (2023) - [i45]Naveed Akhtar, Mohammad A. A. K. Jalwana:
Towards credible visual model interpretation with path attribution. CoRR abs/2305.14395 (2023) - [i44]Muhammad Ibrahim, Naveed Akhtar, Saeed Anwar, Ajmal Mian:
UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input. CoRR abs/2307.00741 (2023) - [i43]Jordan Vice, Naveed Akhtar, Richard Hartley, Ajmal Mian:
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. CoRR abs/2307.16489 (2023) - [i42]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. CoRR abs/2308.03741 (2023) - [i41]Rahul Ambati, Naveed Akhtar, Ajmal Mian, Yogesh Singh Rawat:
PRAT: PRofiling Adversarial aTtacks. CoRR abs/2309.11111 (2023) - [i40]Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian:
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. CoRR abs/2309.14751 (2023) - [i39]Yunzhuo Chen, Naveed Akhtar, Nur Al Hasan Haldar, Ajmal Mian:
On quantifying and improving realism of images generated with diffusion. CoRR abs/2309.14756 (2023) - [i38]Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian:
Quantifying Bias in Text-to-Image Generative Models. CoRR abs/2312.13053 (2023) - 2022
- [j26]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Attack to Fool and Explain Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 5980-5995 (2022) - [j25]Nayyer Aafaq, Ajmal Mian, Wei Liu, Naveed Akhtar, Mubarak Shah:
Cross-Domain Modality Fusion for Dense Video Captioning. IEEE Trans. Artif. Intell. 3(5): 763-777 (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) - [c31]Justin Bardwell, Ghulam Mubashar Hassan, Farzaneh Salami, Naveed Akhtar:
Cognitive Impairment Prediction by Normal Cognitive Brain MRI Scans Using Deep Learning. AI 2022: 571-584 - [c30]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CVPR 2022: 7223-7233 - [c29]Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar:
Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection. IVCNZ 2022: 119-130 - [c28]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. VCIP 2022: 1-5 - [c27]Camilo Pestana, Naveed Akhtar, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian:
Transferable 3D Adversarial Textures using End-to-end Optimization. WACV 2022: 727-736 - [d1]Muhammad Ibrahim, Naveed Akhtar, Michael J. Wise, Ajmal Mian:
PC-Urban Outdoor dataset for 3D Point Cloud semantic segmentation. IEEE DataPort, 2022 - [i37]Jie Wang, Ghulam Mubashar Hassan, Naveed Akhtar:
A Survey of Neural Trojan Attacks and Defenses in Deep Learning. CoRR abs/2202.07183 (2022) - [i36]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) - [i35]Rohit Gupta, Naveed Akhtar, Ajmal Mian, Mubarak Shah:
On Higher Adversarial Susceptibility of Contrastive Self-Supervised Learning. CoRR abs/2207.10862 (2022) - [i34]Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar:
MAiVAR: Multimodal Audio-Image and Video Action Recognizer. CoRR abs/2209.04780 (2022) - [i33]Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna, Ajmal Mian:
Vision Transformers for Action Recognition: A Survey. CoRR abs/2209.05700 (2022) - [i32]Anwaar Ulhaq, Naveed Akhtar, Ganna Pogrebna:
Efficient Diffusion Models for Vision: A Survey. CoRR abs/2210.09292 (2022) - [i31]Congliang Li, Shijie Sun, Xiangyu Song, Huansheng Song, Naveed Akhtar, Ajmal Saeed Mian:
Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular Vision. CoRR abs/2211.11188 (2022) - [i30]Rohit Gupta, Naveed Akhtar, Gaurav Kumar Nayak, Ajmal Mian, Mubarak Shah:
Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition. CoRR abs/2211.13171 (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
Syed M. S. Islam
aka: Syed Mohammed Shamsul Islam
aka: Syed Mohammed Shamsul Islam
Mohammad A. A. K. Jalwana
aka: Mohammad Amir Asim Khan Jalwana
aka: Mohammad Amir Asim Khan Jalwana
[j42] [j41] [j40] [j38] [j36] [j35] [j34] [c44] [i55] [i54] [i53] [i50] [j31] [j30] [j29] [j28] [c42] [c41] [c38] [c36] [c35] [c33] [c32] [d3] [d2] [i48] [i44] [i43] [i41] [i40] [i39] [i38] [j26] [j25] [j24] [c27] [d1] [i35] [i33] [i31] [i30] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [c26] [c25] [c23] [c21] [i28] [i27] [i26] [i25] [i24] [i22] [j16] [j15] [c19] [c18] [c17] [i21] [i20] [i19] [j12] [j11] [c15] [c14] [c13] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [j10] [j9] [j8] [c12] [i10] [i9] [i8] [i7] [i6] [j6] [j5] [c11] [c10] [i5] [i4] [i3] [j4] [c9] [j2] [c8] [i2] [i1] [c6] [c5] [c4]
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