Sajid Javed

According to our database, Sajid Javed authored at least 106 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neuromorphic Camera Denoising Using Graph Neural Network-Driven Transformers.

Yusra Alkendi, Rana Azzam, Abdulla Ayyad, Sajid Javed, Lakmal D. Seneviratne, Yahya H. Zweiri

IEEE Trans. Neural Networks Learn. Syst., March, 2024

SwinWave-SR: Multi-scale lightweight underwater image super-resolution.

Fayaz Ali Dharejo, Iyyakutti Iyappan Ganapathi, Muhammad Zawish, Basit Alawode, Moath Alathbah, Naoufel Werghi, Sajid Javed

Inf. Fusion, March, 2024

Center-Focused Affinity Loss for Class Imbalance Histology Image Classification.

Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Taimur Hassan, Naoufel Werghi

IEEE J. Biomed. Health Informatics, February, 2024

Consumer-Centric Insights Into Resilient Small Object Detection: SCIoU Loss and Recursive Transformer Network.

Le Wang, Yu Shi, Guojun Mao, Fayaz Ali Dharejo, Sajid Javed, Moath Alathbah

IEEE Trans. Consumer Electron., February, 2024

Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape.

Taimur Hassan, Zhu Li, Sajid Javed, Jorge Dias, Naoufel Werghi

IEEE Trans. Image Process., 2024

Spatial deep feature augmentation technique for FER using genetic algorithm.

Nudrat Nida, Muhammad Haroon Yousaf, Aun Irtaza, Sajid Javed, Sergio A. Velastin

Neural Comput. Appl., 2024

Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification.

Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot

Medical Image Anal., 2024

Predicting the Best of N Visual Trackers.

Basit Alawode, Sajid Javed, Arif Mahmood, Jiri Matas

CoRR, 2024

Video Anomaly Detection in 10 Years: A Survey and Outlook.

Moshira Abdalla, Sajid Javed, Muaz Al Radi, Anwaar Ulhaq, Naoufel Werghi

CoRR, 2024

Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network.

Yusra Alkendi, Rana Azzam, Sajid Javed, Lakmal D. Seneviratne, Yahya H. Zweiri

CoRR, 2024

AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges.

Muaz Al Radi, Pengfei Li, Said Boumaraf, Jorge Dias, Naoufel Werghi, Hamad Karki, Sajid Javed

IEEE Access, 2024

Multi-Distillation Underwater Image Super-Resolution via Wavelet Transform.

Fayaz Ali Dharejo, Basit Alawode, Iyyakutti Iyappan Ganapathi, Le Wang, Ajmal Mian, Radu Timofte, Sajid Javed

IEEE Access, 2024

Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security.

Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi

IEEE Access, 2024

Vision-Perceptual Transformer Network for Semantic Scene Understanding.

Mohamad Alansari, Hamad AlRemeithi, Bilal Hassan, Sara Alansari, Jorge Dias, Majid Khonji, Naoufel Werghi, Sajid Javed

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Visual-Language Alignment for Background Subtraction.

Jiahe Liu, Dandan Zhu, Sajid Javed

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment.

Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Text-Guided Multi-Modal Fusion for Underwater Visual Tracking.

Yonathan Michael, Mohamad Alansari, Sajid Javed

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

3D-TexSeg: Unsupervised Segmentation of 3D Texture Using Mutual Transformer Learning.

Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi

Proceedings of the International Conference on 3D Vision, 2024

2023

Window-based transformer generative adversarial network for autonomous underwater image enhancement.

Mehnaz Ummar, Fayaz Ali Dharejo, Basit Alawode, Taslim Mahbub, Md. Jalil Piran, Sajid Javed

Eng. Appl. Artif. Intell., November, 2023

DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs.

Ahsan Baidar Bakht, Sajid Javed, Syed Qasim Gilani, Hamad Karki, Muhammad Muneeb, Naoufel Werghi

J. Digit. Imaging, August, 2023

Visual Object Tracking With Discriminative Filters and Siamese Networks: A Survey and Outlook.

Sajid Javed, Martin Danelljan, Fahad Shahbaz Khan, Muhammad Haris Khan, Michael Felsberg, Jiri Matas

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Multimodal hybrid features in 3D ear recognition.

Karthika Ganesan, A. Chilambuchelvan, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi

Appl. Intell., May, 2023

Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision.

Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi

IEEE J. Biomed. Health Informatics, April, 2023

Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges.

Xiaoxiong Zhang, Adarsh Ghimire, Sajid Javed, Jorge Dias, Naoufel Werghi

IEEE Trans. Hum. Mach. Syst., 2023

3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning.

Iyyakutti Iyappan Ganapathi, Fayaz Ali, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi

CoRR, 2023

Learning Spatial-Temporal Regularized Tensor Sparse RPCA for Background Subtraction.

Basit Alawode, Sajid Javed

CoRR, 2023

Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement.

Basit Alawode, Fayaz Ali Dharejo, Mehnaz Ummar, Yuhang Guo, Arif Mahmood, Naoufel Werghi, Fahad Shahbaz Khan, Jiri Matas, Sajid Javed

CoRR, 2023

GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations.

Mohamad Alansari, Oussama Abdul Hay, Sajid Javed, Abdulhadi Shoufan, Yahya H. Zweiri, Naoufel Werghi

IEEE Access, 2023

Unsupervised End-to-End Transformer based approach for Video Anomaly Detection.

Muhammad Adeel Hafeez, Sajid Javed, Michael G. Madden, Ihsan Ullah

Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

Multi-view Inspection of Flare Stacks Operation Using a Vision-controlled Autonomous UAV.

Muaz Al Radi, Pengfei Li, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

DFR-FastMOT: Detection Failure Resistant Tracker for Fast Multi-Object Tracking Based on Sensor Fusion.

Mohamed Nagy, Majid Khonji, Jorge Dias, Sajid Javed

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects.

Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Muhammad Owais, Neha Gour, Sajid Javed, Naoufel Werghi

Proceedings of the IEEE International Conference on Image Processing, 2023

EFaR 2023: Efficient Face Recognition Competition.

Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias.

Ziga Emersic, Tetsushi Ohki, Muku Akasaka, Takahiko Arakawa, Soshi Maeda, Masora Okano, Yuya Sato, Anjith George, Sébastien Marcel, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Naoufel Werghi, S. G. Isik, Erdi Saritas, Hazim Kemal Ekenel, V. Hudovernik, Jan Niklas Kolf, Fadi Boutros, Naser Damer, G. Sharma, Aman Kamboj, Aditya Nigam, Deepak Kumar Jain, G. Cámara-Chávez, Peter Peer, Vitomir Struc

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Higher-Order Sparse Convolutions in Graph Neural Networks.

Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans

Proceedings of the IEEE International Conference on Acoustics, 2023

Evaluating Visual-Selective Visual-Inertial Odometry: An End-to-End Multi-Modal Pose Estimation Framework for Underwater Environments.

Vidya Sudevan, Fakhreddine Zayer, Sajid Javed, Hamad Karki, Giulia De Masi, Jorge Dias

Proceedings of the 21st International Conference on Advanced Robotics, 2023

Vision-Based Analytics of Flare Stacks Using Deep Learning Detection.

Muaz Al Radi, Said Boumaraf, Hamad Karki, Jorge Dias, Naoufel Werghi, Sajid Javed

Proceedings of the 21st International Conference on Advanced Robotics, 2023

Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery.

Asim Khan, Umair Nawaz, Anwaar Ulhaq, Iqbal Gondal, Sajid Javed

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking.

Sajid Javed, Arif Mahmood, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi

IEEE Trans. Cybern., 2022

Graph Moving Object Segmentation.

Jhony H. Giraldo, Sajid Javed, Thierry Bouwmans

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Nucleus classification in histology images using message passing network.

Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot

Medical Image Anal., 2022

Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio.

Sufian AlBadawi, Muhammad Moazam Fraz, Muhammad Shehzad, Imran Mahmood, Sajid Javed, Emad Mosalam, Ajay Kamath Nileshwar

J. Digit. Imaging, 2022

Learning to localize image forgery using end-to-end attention network.

Iyyakutti Iyappan Ganapathi, Sajid Javed, Syed Sadaf Ali, Arif Mahmood, Ngoc-Son Vu, Naoufel Werghi

Neurocomputing, 2022

Person Monitoring by Full Body Tracking in Uniform Crowd Environment.

Zhibo Zhang, Omar Alremeithi, Maryam Almheiri, Marwa Albeshr, Xiaoxiong Zhang, Sajid Javed, Naoufel Werghi

CoRR, 2022

Learning Branched Fusion and Orthogonal Projection for Face-Voice Association.

Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan, Sajid Javed, Muhammad Haroon Yousaf, Alessio Del Bue

CoRR, 2022

Robot Person Following in Uniform Crowd Environment.

Adarsh Ghimire, Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi

CoRR, 2022

Deep learning framework for robot for person detection and tracking.

Adarsh Ghimire, Xiaoxiong Zhang, Naoufel Werghi, Sajid Javed, Jorge Dias

CoRR, 2022

Real-Time Face Recognition System.

Adarsh Ghimire, Naoufel Werghi, Sajid Javed, Jorge Dias

CoRR, 2022

Multi-level feature fusion for nucleus detection in histology images using correlation filters.

Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi

Comput. Biol. Medicine, 2022

A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking.

Sajid Javed, Arif Mahmood, Ihsan Ullah, Thierry Bouwmans, Majid Khonji, Jorge Manuel Miranda Dias, Naoufel Werghi

IEEE Access, 2022

CM-UNet: ConvMixer UNet for Segmentation of Unknown Objects in Cluttered Scenes.

Xiaoqian Huang, Rana Azzam, Sajid Javed, Dongming Gan, Lakmal D. Seneviratne, Abdelqader Abusafieh, Yahya H. Zweiri

IEEE Access, 2022

NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images.

Ahmad Obeid, Taslim Mahbub, Sajid Javed, Jorge Dias, Naoufel Werghi

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2022

Vision-based Inspection of Flare Stacks Operation Using a Visual Servoing Controlled Autonomous Unmanned Aerial Vehicle (UAV).

Muaz Al Radi, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias

Proceedings of the IECON 2022, 2022

Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach.

Divya Velayudhan, Adarsh Ghimire, Jorge Dias, Naoufel Werghi, Sajid Javed

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology.

Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Naoufel Werghi

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Detecting 3D Texture on Cultural Heritage Artifacts.

Iyyakutti Iyappan Ganapathi, Sajid Javed, Taimur Hassan, Naoufel Werghi

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Underwater Image Enhancement Using Pre-trained Transformer.

Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

UTB180: A High-Quality Benchmark for Underwater Tracking.

Basit Alawode, Yuhang Guo, Mehnaz Ummar, Naoufel Werghi, Jorge Dias, Ajmal Mian, Sajid Javed

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images.

Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi, Nasir M. Rajpoot

Medical Image Anal., 2021

Person Gender Classification on RGB-D Data With Self-Joint Attention.

Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi

IEEE Access, 2021

Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network.

Ahsan Baidar Bakht, Sajid Javed, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos.

Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

The Emerging Field of Graph Signal Processing for Moving Object Segmentation.

Jhony H. Giraldo, Sajid Javed, Maryam Sultana, Soon Ki Jung, Thierry Bouwmans

Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021

2020

Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping.

Sajid Javed, Arif Mahmood, Naoufel Werghi, Ksenija Benes, Nasir M. Rajpoot

IEEE Trans. Image Process., 2020

Robust Structural Low-Rank Tracking.

Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi

IEEE Trans. Image Process., 2020

Cellular community detection for tissue phenotyping in colorectal cancer histology images.

Sajid Javed, Arif Mahmood, Muhammad Moazam Fraz, Navid Alemi Koohbanani, Ksenija Benes, Yee-Wah Tsang, Katherine Hewitt, David B. A. Epstein, David R. J. Snead, Nasir M. Rajpoot

Medical Image Anal., 2020

Spatial Graph Regularized Correlation Filters for Visual Object Tracking.

Sajid Javed, Xiao Zhang, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach.

Ahsan Baidar Bakht, Sajid Javed, Roberto Dina, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Gender Recognition on RGB-D Image.

Xiaoxiong Zhang, Sajid Javed, Ahmad Obeid, Jorge Dias, Naoufel Werghi

Proceedings of the IEEE International Conference on Image Processing, 2020

CS-RPCA: Clustered Sparse RPCA for Moving Object Detection.

Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi

Proceedings of the IEEE International Conference on Image Processing, 2020

Deep Bidirectional Correlation Filters for Visual Object Tracking.

Sajid Javed, Xiaoxiong Zhang, Lakmal D. Seneviratne, Jorge Dias, Naoufel Werghi

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA.

Sajid Javed, Arif Mahmood, Somaya Al-Máadeed, Thierry Bouwmans, Soon Ki Jung

IEEE Trans. Image Process., 2019

Deep neural network concepts for background subtraction: A systematic review and comparative evaluation.

Thierry Bouwmans, Sajid Javed, Maryam Sultana, Soon Ki Jung

Neural Networks, 2019

Unsupervised deep context prediction for background estimation and foreground segmentation.

Maryam Sultana, Arif Mahmood, Sajid Javed, Soon Ki Jung

Mach. Vis. Appl., 2019

Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends.

Mustansar Fiaz, Arif Mahmood, Sajid Javed, Soon Ki Jung

ACM Comput. Surv., 2019

Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images.

Sajid Javed, Arif Mahmood, Naoufel Werghi, Nasir M. Rajpoot

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Low-Rank Tensor Tracking.

Sajid Javed, Jorge Dias, Naoufel Werghi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Structural Low-Rank Tracking.

Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization.

Sajid Javed, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung

IEEE Trans. Circuits Syst. Video Technol., 2018

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery.

Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy

IEEE Signal Process. Mag., 2018

On the Applications of Robust PCA in Image and Video Processing.

Thierry Bouwmans, Sajid Javed, Hongyang Zhang, Zhouchen Lin, Ricardo Otazo

Proc. IEEE, 2018

Handcrafted and Deep Trackers: A Review of Recent Object Tracking Approaches.

Mustansar Fiaz, Arif Mahmood, Sajid Javed, Soon Ki Jung

CoRR, 2018

Unsupervised RGBD Video Object Segmentation Using GANs.

Maryam Sultana, Arif Mahmood, Sajid Javed, Soon Ki Jung

CoRR, 2018

Unsupervised Deep Context Prediction for Background Foreground Separation.

Maryam Sultana, Arif Mahmood, Sajid Javed, Soon Ki Jung

CoRR, 2018

Comparative Study of ECO and CFNet Trackers in Noisy Environment.

Mustansar Fiaz, Sajid Javed, Arif Mahmood, Soon Ki Jung

CoRR, 2018

Robust PCA and Robust Subspace Tracking: A Comparative Evaluation.

Sajid Javed, Praneeth Narayanamurthy, Thierry Bouwmans, Namrata Vaswani

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Cellular Community Detection for Tissue Phenotyping in Histology Images.

Sajid Javed, Muhammad Moazam Fraz, David B. A. Epstein, David R. J. Snead, Nasir M. Rajpoot

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification.

Wajeeha Ansar, M. M. Fraz, Muhammad Shahzad, Imad Gohar, Sajid Javed, Soon Ki Jung

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering.

Sajid Javed, Arif Mahmood, Thierry Bouwmans, Soon Ki Jung

IEEE Trans. Image Process., 2017

Local binary pattern variants-based adaptive texture features analysis for posed and nonposed facial expression recognition.

Maryam Sultana, Muhammad Naeem Bhatti, Sajid Javed, Soon-Ki Jung

J. Electronic Imaging, 2017

Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset.

Thierry Bouwmans, Andrews Sobral, Sajid Javed, Soon Ki Jung, El-Hadi Zahzah

Comput. Sci. Rev., 2017

Robust PCA and Robust Subspace Tracking.

Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy

CoRR, 2017

SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition.

Sajid Javed, Thierry Bouwmans, Soon Ki Jung

Proceedings of the Symposium on Applied Computing, 2017

Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction.

Sajid Javed, Thierry Bouwmans, Soon Ki Jung

Proceedings of the Symposium on Applied Computing, 2017

Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA.

Sajid Javed, Thierry Bouwmans, Maryam Sultana, Soon Ki Jung

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

2016

Motion-Aware Graph Regularized RPCA for background modeling of complex scenes.

Sajid Javed, Soon Ki Jung, Arif Mahmood, Thierry Bouwmans

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Robust background subtraction to global illumination changes via multiple features-based online robust principal components analysis with Markov random field.

Sajid Javed, Seon Ho Oh, Thierry Bouwmans, Soon Ki Jung

J. Electronic Imaging, 2015

OR-PCA with dynamic feature selection for robust background subtraction.

Sajid Javed, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos.

Sajid Javed, Thierry Bouwmans, Soon Ki Jung

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Stochastic decomposition into low rank and sparse tensor for robust background subtraction.

Sajid Javed, Thierry Bouwmans, Soon Ki Jung

Proceedings of the 6th International Conference on Imaging for Crime Detection and Prevention, 2015

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences.

Andrews Sobral, Sajid Javed, Soon Ki Jung, Thierry Bouwmans, El-hadi Zahzah

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints.

Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Depth extended online RPCA with spatiotemporal constraints for robust background subtraction.

Sajid Javed, Thierry Bouwmans, Soon Ki Jung

Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

2014

Robust background subtraction via online robust PCA using image decomposition.

Sajid Javed, Seon Ho Oh, JunHyeok Heo, Soon Ki Jung

Proceedings of the 2014 Conference on Research in Adaptive and Convergent Systems, 2014

OR-PCA with MRF for Robust Foreground Detection in Highly Dynamic Backgrounds.

Sajid Javed, Seon Ho Oh, Andrews Sobral, Thierry Bouwmans, Soon Ki Jung

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Foreground Object Detection and Tracking for Visual Surveillance System: A Hybrid Approach.

Seon Ho Oh, Sajid Javed, Soon Ki Jung

Proceedings of the 11th International Conference on Frontiers of Information Technology, 2013