Sajid Javed

Orcid: 0000-0002-0036-2875

According to our database1, Sajid Javed authored at least 95 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Neuromorphic Camera Denoising Using Graph Neural Network-Driven Transformers.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

SwinWave-SR: Multi-scale lightweight underwater image super-resolution.
Inf. Fusion, March, 2024

Center-Focused Affinity Loss for Class Imbalance Histology Image Classification.
IEEE J. Biomed. Health Informatics, February, 2024

Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape.
IEEE Trans. Image Process., 2024

Spatial deep feature augmentation technique for FER using genetic algorithm.
Neural Comput. Appl., 2024

Vision-Perceptual Transformer Network for Semantic Scene Understanding.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Window-based transformer generative adversarial network for autonomous underwater image enhancement.
Eng. Appl. Artif. Intell., November, 2023

DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs.
J. Digit. Imaging, August, 2023

Visual Object Tracking With Discriminative Filters and Siamese Networks: A Survey and Outlook.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Multimodal hybrid features in 3D ear recognition.
Appl. Intell., May, 2023

Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision.
IEEE J. Biomed. Health Informatics, April, 2023

Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges.
IEEE Trans. Hum. Mach. Syst., 2023

3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning.
CoRR, 2023

Learning Spatial-Temporal Regularized Tensor Sparse RPCA for Background Subtraction.
CoRR, 2023

Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement.
CoRR, 2023

Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification.
CoRR, 2023

GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations.
IEEE Access, 2023

Unsupervised End-to-End Transformer based approach for Video Anomaly Detection.
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.
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.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects.
Proceedings of the IEEE International Conference on Image Processing, 2023



Higher-Order Sparse Convolutions in Graph Neural Networks.
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.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

Vision-Based Analytics of Flare Stacks Using Deep Learning Detection.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery.
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.
IEEE Trans. Cybern., 2022

Graph Moving Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Nucleus classification in histology images using message passing network.
Medical Image Anal., 2022

Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio.
J. Digit. Imaging, 2022

Learning to localize image forgery using end-to-end attention network.
Neurocomputing, 2022

Person Monitoring by Full Body Tracking in Uniform Crowd Environment.
CoRR, 2022

Learning Branched Fusion and Orthogonal Projection for Face-Voice Association.
CoRR, 2022

Robot Person Following in Uniform Crowd Environment.
CoRR, 2022

Deep learning framework for robot for person detection and tracking.
CoRR, 2022

Real-Time Face Recognition System.
CoRR, 2022

Multi-level feature fusion for nucleus detection in histology images using correlation filters.
Comput. Biol. Medicine, 2022

A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking.
IEEE Access, 2022

CM-UNet: ConvMixer UNet for Segmentation of Unknown Objects in Cluttered Scenes.
IEEE Access, 2022

NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images.
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).
Proceedings of the IECON 2022, 2022

Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach.
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.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Detecting 3D Texture on Cultural Heritage Artifacts.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Underwater Image Enhancement Using Pre-trained Transformer.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

UTB180: A High-Quality Benchmark for Underwater Tracking.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images.
Medical Image Anal., 2021

Person Gender Classification on RGB-D Data With Self-Joint Attention.
IEEE Access, 2021

Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

The Emerging Field of Graph Signal Processing for Moving Object Segmentation.
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.
IEEE Trans. Image Process., 2020

Robust Structural Low-Rank Tracking.
IEEE Trans. Image Process., 2020

Cellular community detection for tissue phenotyping in colorectal cancer histology images.
Medical Image Anal., 2020

Spatial Graph Regularized Correlation Filters for Visual Object Tracking.
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.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Gender Recognition on RGB-D Image.
Proceedings of the IEEE International Conference on Image Processing, 2020

CS-RPCA: Clustered Sparse RPCA for Moving Object Detection.
Proceedings of the IEEE International Conference on Image Processing, 2020

Deep Bidirectional Correlation Filters for Visual Object Tracking.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019
Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA.
IEEE Trans. Image Process., 2019

Deep neural network concepts for background subtraction: A systematic review and comparative evaluation.
Neural Networks, 2019

Unsupervised deep context prediction for background estimation and foreground segmentation.
Mach. Vis. Appl., 2019

Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends.
ACM Comput. Surv., 2019

Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Low-Rank Tensor Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Structural Low-Rank Tracking.
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.
IEEE Trans. Circuits Syst. Video Technol., 2018

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery.
IEEE Signal Process. Mag., 2018

On the Applications of Robust PCA in Image and Video Processing.
Proc. IEEE, 2018

Handcrafted and Deep Trackers: A Review of Recent Object Tracking Approaches.
CoRR, 2018

Unsupervised RGBD Video Object Segmentation Using GANs.
CoRR, 2018

Unsupervised Deep Context Prediction for Background Foreground Separation.
CoRR, 2018

Comparative Study of ECO and CFNet Trackers in Noisy Environment.
CoRR, 2018

Robust PCA and Robust Subspace Tracking: A Comparative Evaluation.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Cellular Community Detection for Tissue Phenotyping in Histology Images.
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.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering.
IEEE Trans. Image Process., 2017

Local binary pattern variants-based adaptive texture features analysis for posed and nonposed facial expression recognition.
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.
Comput. Sci. Rev., 2017

Robust PCA and Robust Subspace Tracking.
CoRR, 2017

SBMI-LTD: stationary background model initialization based on low-rank tensor decomposition.
Proceedings of the Symposium on Applied Computing, 2017

Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction.
Proceedings of the Symposium on Applied Computing, 2017

Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA.
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.
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.
J. Electronic Imaging, 2015

OR-PCA with dynamic feature selection for robust background subtraction.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Combining ARF and OR-PCA for Robust Background Subtraction of Noisy Videos.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Stochastic decomposition into low rank and sparse tensor for robust background subtraction.
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.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Depth extended online RPCA with spatiotemporal constraints for robust background subtraction.
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.
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.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Foreground Object Detection and Tracking for Visual Surveillance System: A Hybrid Approach.
Proceedings of the 11th International Conference on Frontiers of Information Technology, 2013


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