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Naveed Akhtar
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Threat of adversarial attacks on deep learning in computer vision: A survey
N Akhtar, A Mian
Ieee Access 6, 14410-14430, 2018
14002018
Deep affinity network for multiple object tracking
SJ Sun, N Akhtar, HS Song, A Mian, M Shah
IEEE transactions on pattern analysis and machine intelligence 43 (1), 104-119, 2019
2312019
Sparse Spatio-spectral Representation for Hyperspectral Image Super-Resolution
N Akhtar, F Shafait, A Mian
European Conference on Computer Vision (ECCV), 2014
2242014
Bayesian Sparse Representation for Hyperspectral Image Super-Resolution
N Akhtar, F Shafait, A Mian
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2015
2072015
Defense against universal adversarial perturbations
N Akhtar, J Liu, A Mian
IEEE Conf. on Computer Vision and Pattern Recognition, 2018
1812018
Going deep in medical image analysis: concepts, methods, challenges, and future directions
F Altaf, SMS Islam, N Akhtar, NK Janjua
IEEE Access 7, 99540-99572, 2019
1582019
Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
N Aafaq, N Akhtar, W Liu, S Gilani, A Mian
CVPR 2019, 2019
1342019
Octree guided CNN with Spherical Kernels for 3D Point Clouds
H Lei, N Akhtar, A Mian
CVPR 2019, 2019
1032019
Spherical kernel for efficient graph convolution on 3d point clouds
H Lei, N Akhtar, A Mian
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3664 …, 2020
832020
Skepxels: Spatio-temporal image representation of human skeleton joints for action recognition
J Liu, N Akhtar, A Mian
IEEE Conf. Computer Vision and Pattern Recognition workshops (CVPR 2019), 2019
742019
Efficient classification with sparsity augmented collaborative representation
N Akhtar, F Shafait, A Mian
Pattern Recognition 65, 136 - 145, 2017
632017
Discriminative Bayesian dictionary learning for classification
N Akhtar, F Shafait, A Mian
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
562016
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, A Mian
IEEE Transactions on Intelligent Transportation Systems 20 (10), 3599-3612, 2019
552019
Hyperspectral recovery from RGB images using Gaussian processes
N Akhtar, A Mian
IEEE transactions on pattern analysis and machine intelligence 42 (1), 100-113, 2018
532018
Hierarchical beta process with gaussian process prior for hyperspectral image super resolution
N Akhtar, F Shafait, A Mian
European Conference on Computer Vision, 103-120, 2016
492016
Nonparametric coupled Bayesian dictionary and classifier learning for hyperspectral classification
N Akhtar, A Mian
IEEE transactions on neural networks and learning systems 29 (9), 4038-4050, 2017
462017
SegGCN: Efficient 3D Point Cloud Segmentation with Fuzzy Spherical Kernel
H Lei, N Akhtar, A Mian
IEEE Conf. Computer Vision and Pattern Recognition (CVPR 2020), 2020
442020
Joint Discriminative Bayesian Dictionary and Classifier Learning
N Akhtar, A Mian, F Porikli
IEEE Conference on Computer Vision and Pattern Recognition, 2017
332017
Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data
N Akhtar, F Shafait, A Mian
IEEE Transactions on Geosciences and Remote Sensing, 2015
312015
Learning human pose models from synthesized data for robust RGB-D action recognition
J Liu, H Rahmani, N Akhtar, A Mian
International Journal of Computer Vision 127 (10), 1545-1564, 2019
292019
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