Sajid Javed
Sajid Javed
Assistant Professor, Khalifa University of Science and Technology, UAE
Verified email at - Homepage
Cited by
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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
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
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
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
Cellular Community Detection For Tissue Phenotyping In Colorectal Cancer Histology Images
S Javed, A Mahmood, MM Fraz, NA Koohbanani, K Benes, YW Tsang, ...
Medical Image Analysis, 101696, 2020
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
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
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
T Bouwmans, NS Aybat, E Zahzah
CRC Press, 2016
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
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
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 Visioná…, 2015
Visual object tracking with Discriminative filters and Siamese networks: A Survey and Outlook
S Javed, M Danelljan, FS Khan, MH Khan, M Felsberg, J Matas
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Graph Moving Object Segmentation
JH Giraldo-Zuluaga, S Javed, T Bouwmans
IEEE Transactions on Pattern Analysis and Machine Intelligence 1 (1), 18, 2020
Unsupervised deep context prediction for background estimation and foreground segmentation
M Sultana, A Mahmood, S Javed, SK Jung
Machine Vision and Applications 30, 375-395, 2019
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 Visioná…, 2015
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
OR-PCA with MRF for robust foreground detection in highly dynamic backgrounds
S Javed, SH Oh, A Sobral, T Bouwmans, SK Jung
Computer Vision--ACCV 2014: 12th Asian Conference on Computer Visioná…, 2015
Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping
S Javed, A Mahmood, K Benes, N Werghi, N Rajpoot
IEEE Transactions on Image Processing 29 (1), 16, 2020
Robust PCA and robust subspace tracking: A comparative evaluation
S Javed, P Narayanamurthy, T Bouwmans, N Vaswani
2018 IEEE Statistical Signal Processing Workshop (SSP), 836-840, 2018
Stochastic decomposition into low rank and sparse tensor for robust background subtraction
S Javed, T Bouwmans, SK Jung
6th International Conference on Imaging for Crime Prevention and Detectioná…, 2015
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