Sajid Javed
Sajid Javed
Research Scientist at KUCARS, Abu Dhabi, UAE
Adresse e-mail validée de ku.ac.ae - Page d'accueil
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Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset
T Bouwmans, A Sobral, S Javed, SK Jung, EH Zahzah
Computer Science Review 23, 1-71, 2017
2582017
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery
N Vaswani, T Bouwmans, S Javed, P Narayanamurthy
IEEE Signal Processing Magazine 35 (4), 32-55, 2018
1362018
On the Applications of Robust PCA in Image and Video Processing
T Bouwmans, S Javed, H Zhang, Z Lin, R Otazo
Proceedings of the IEEE 106 (8), 1427-1457, 2018
912018
Deep Neural Network Concepts in Background Subtraction: A Systematic Review and A Comparative Evaluation
T Bouwmans, S Javed, M Sultana, SK Jung
Neural Networks, 2019
872019
Background–foreground modeling based on spatiotemporal sparse subspace clustering
S Javed, A Mahmood, T Bouwmans, SK Jung
IEEE Transactions on Image Processing 26 (12), 5840-5854, 2017
802017
Spatiotemporal low-rank modeling for complex scene background initialization
S Javed, A Mahmood, T Bouwmans, SK Jung
IEEE Transactions on Circuits and Systems for Video Technology, 2018
762018
Background subtraction via superpixel-based online matrix decomposition with structured foreground constraints
S Javed, S Ho Oh, A Sobral, T Bouwmans, S Ki Jung
Proceedings of the IEEE International Conference on Computer Vision …, 2015
572015
Online stochastic tensor decomposition for background subtraction in multispectral video sequences
A Sobral, S Javed, S Ki Jung, T Bouwmans, E Zahzah
Proceedings of the IEEE International Conference on Computer Vision …, 2015
532015
Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA
S Javed, A Mahmood, S al-maadeed, T Bouwmans, SK Jung
IEEE Transactions on Image Processing, 2019
452019
Motion-aware graph regularized RPCA for background modeling of complex scenes
S Javed, SK Jung, A Mahmood, T Bouwmans
2016 23rd International Conference on Pattern Recognition (ICPR), 120-125, 2016
432016
OR-PCA with MRF for robust foreground detection in highly dynamic backgrounds
S Javed, SH Oh, A Sobral, T Bouwmans, SK Jung
Asian Conference on Computer Vision, 284-299, 2014
412014
OR-PCA with dynamic feature selection for robust background subtraction
S Javed, A Sobral, T Bouwmans, SK Jung
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 86-91, 2015
332015
Unsupervised deep context prediction for background estimation and foreground segmentation
M Sultana, A Mahmood, S Javed, SK Jung
Machine Vision and Applications 30 (3), 375-395, 2019
312019
Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends
M Fiaz, A Mahmood, S Javed, SK Jung
ACM Computing Surveys 52 (2), 43, 2019
292019
Stochastic decomposition into low rank and sparse tensor for robust background subtraction
S Javed, T Bouwmans, SK Jung
IET Digital Library, 2015
262015
Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field
S Javed, SH Oh, T Bouwmans, SK Jung
Journal of Electronic Imaging 24 (4), 043011, 2015
232015
Moving object detection on RGB-D videos using graph regularized spatiotemporal RPCA
S Javed, T Bouwmans, M Sultana, SK Jung
International Conference on Image Analysis and Processing, 230-241, 2017
212017
Depth extended online RPCA with spatiotemporal constraints for robust background subtraction
S Javed, T Bouwmans, SK Jung
2015 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), 1-6, 2015
202015
Superpixels-based manifold structured sparse RPCA for moving object detection
S Javed, A Mahmood, T Bouwmans, SK Jung
Proceedings of the British Machine Vision Conference (BMVC 2017), London, UK …, 2017
192017
Robust background subtraction via online robust PCA using image decomposition
S Javed, SH Oh, JH Heo, SK Jung
Proceedings of the 2014 Conference on Research in Adaptive and Convergent …, 2014
182014
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