Arif Mahmood

IEEE Trans. Multim., 2023

Learning Structure Aware Deep Spectral Embedding.

[BibT_eX]

[DOI]

Hira Yaseen

IEEE Trans. Image Process., 2023

Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures.

[BibT_eX]

[DOI]

Abdul Basit

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Single-branch Network for Multimodal Training.

[BibT_eX]

[DOI]

Muhammad Saad Saeed

Shah Nawaz

Muhammad Haris Khan

Karthik Nandakumar

Muhammad Haroon Yousaf

Proceedings of the IEEE International Conference on Acoustics, 2023

Higher-Order Sparse Convolutions in Graph Neural Networks.

[BibT_eX]

[DOI]

Jhony H. Giraldo

Sajid Javed

Fragkiskos D. Malliaros

Thierry Bouwmans

Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Landmark Discovery Using Consistency-Guided Bottleneck.

[BibT_eX]

[DOI]

Mamona Awan

Muhammad Haris Khan

Sanoojan Baliah

Muhammad Ahmad Waseem

Salman Khan

Fahad Shahbaz Khan

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2022

An End-to-End Human Abnormal Behavior Recognition Framework for Crowds With Mentally Disordered Individuals.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

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

[BibT_eX]

[DOI]

Sajid Javed

Jorge Dias

Lakmal D. Seneviratne

Naoufel Werghi

IEEE Trans. Cybern., 2022

Predictive Auto-Scaling of Multi-Tier Applications Using Performance Varying Cloud Resources.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2022

Unsupervised moving object segmentation using background subtraction and optimal adversarial noise sample search.

[BibT_eX]

[DOI]

Maryam Sultana

Iyyakutti Iyappan Ganapathi

Pattern Recognit., 2022

Fake visual content detection using two-stream convolutional neural networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

A boosting framework for human posture recognition using spatio-temporal features along with radon transform.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

Nucleus classification in histology images using message passing network.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Multi-scale attention guided network for end-to-end face alignment and recognition.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

AAC: Automatic Augmentation for Crowd Counting.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Moving objects segmentation using generative adversarial modeling.

[BibT_eX]

[DOI]

Neurocomputing, 2022

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

[BibT_eX]

[DOI]

Neurocomputing, 2022

Data Augmentation for Graph Data: Recent Advancements.

[BibT_eX]

[DOI]

Maria Marrium

CoRR, 2022

Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos.

[BibT_eX]

[DOI]

Marcella Astrid

Jorge Manuel Miranda Dias

CoRR, 2022

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

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

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

[BibT_eX]

[DOI]

Naoufel Werghi

IEEE Access, 2022

Video Object Segmentation Based on Guided Feature Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 28th International Workshop, 2022

Lightweight Encoder-Decoder Architecture for Foot Ulcer Segmentation.

[BibT_eX]

[DOI]

Shahzad Ali

Proceedings of the Frontiers of Computer Vision - 28th International Workshop, 2022

Generative Cooperative Learning for Unsupervised Video Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Face Pyramid Vision Transformer.

[BibT_eX]

[DOI]

Khawar Islam

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Web Application Resource Requirements Estimation Based on the Workload Latent Features.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

Unsupervised Moving Object Detection in Complex Scenes Using Adversarial Regularizations.

[BibT_eX]

[DOI]

Maryam Sultana

IEEE Trans. Multim., 2021

Improving Chlorophyll-A Estimation From Sentinel-2 (MSI) in the Barents Sea Using Machine Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Predictive Autoscaling of Microservices Hosted in Fog Microdata Center.

[BibT_eX]

[DOI]

IEEE Syst. J., 2021

Human face super-resolution on poor quality surveillance video footage.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Statistically correlated multi-task learning for autonomous driving.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

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

[BibT_eX]

[DOI]

Medical Image Anal., 2021

4G-VOS: Video Object Segmentation using guided context embedding.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Leveraging orientation for weakly supervised object detection with application to firearm localization.

[BibT_eX]

[DOI]

Javed Iqbal

Afsheen Rafaqat Ali

Neurocomputing, 2021

Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2021

An Anomaly Detection System via Moving Surveillance Robots with Human Collaboration.

[BibT_eX]

[DOI]

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

Background/Foreground Separation: Guided Attention based Adversarial Modeling (GAAM) versus Robust Subspace Learning Methods.

[BibT_eX]

[DOI]

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

Robust Tracking via Feature Enrichment and Overlap Maximization.

[BibT_eX]

[DOI]

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

Cross-Modal Speaker Verification and Recognition: A Multilingual Perspective.

[BibT_eX]

[DOI]

Muhammad Haroon Yousaf

Alessio Del Bue

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Robust Structural Low-Rank Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels.

[BibT_eX]

[DOI]

Hochul Shin

IEEE Signal Process. Lett., 2020

Learning Soft Mask Based Feature Fusion with Channel and Spatial Attention for Robust Visual Object Tracking.

[BibT_eX]

[DOI]

Sensors, 2020

Improving Object Tracking by Added Noise and Channel Attention.

[BibT_eX]

[DOI]

Sensors, 2020

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

[BibT_eX]

[DOI]

Sajid Javed

Muhammad Moazam Fraz

Navid Alemi Koohbanani

Medical Image Anal., 2020

Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

Localizing Firearm Carriers by Identifying Human-Object Pairs.

[BibT_eX]

[DOI]

Abdul Basit

CoRR, 2020

Canny edge detection and Hough transform for high resolution video streams using Hadoop and Spark.

[BibT_eX]

[DOI]

Clust. Comput., 2020

Ocean Color Net (OCN) for the Barents Sea.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Dynamic Background Subtraction Using Least Square Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Localizing Firearm Carriers By Identifying Human-Object Pairs.

[BibT_eX]

[DOI]

Abdul Basit

Naoufel Werghi

Proceedings of the IEEE International Conference on Image Processing, 2020

Unsupervised Adversarial Learning for Dynamic Background Modeling.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 26th International Workshop, 2020

Adaptive Feature Selection Siamese Networks for Visual Tracking.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Computer Vision - 26th International Workshop, 2020

CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection.

[BibT_eX]

[DOI]

Marcella Astrid

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Unsupervised deep context prediction for background estimation and foreground segmentation.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2019

Action recognition in poor-quality spectator crowd videos using head distribution-based person segmentation.

[BibT_eX]

[DOI]

Somaya Al-Máadeed

Mach. Vis. Appl., 2019

An information fusion framework for person localization via body pose in spectator crowds.

[BibT_eX]

[DOI]

Muhammad Shaban

Somaya Ali Al-Máadeed

Nasir M. Rajpoot

Inf. Fusion, 2019

Multi-focus image fusion using Content Adaptive Blurring.

[BibT_eX]

[DOI]

Muhammad Shahid Farid

Somaya Ali Al-Máadeed

Inf. Fusion, 2019

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

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

Orientation Aware Object Detection with Application to Firearms.

[BibT_eX]

[DOI]

Javed Iqbal

Afsheen Rafaqat Ali

CoRR, 2019

Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble.

[BibT_eX]

[DOI]

IEEE Access, 2019

Convolutional neural network with structural input for visual object tracking.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Complete Moving Object Detection in the Context of Robust Subspace Learning.

[BibT_eX]

[DOI]

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

Do Cross Modal Systems Leverage Semantic Relationships?

[BibT_eX]

[DOI]

Shah Nawaz

Muhammad Kamran Janjua

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

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

[BibT_eX]

[DOI]

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

Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals.

[BibT_eX]

[DOI]

Shah Nawaz

Muhammad Kamran Janjua

Ignazio Gallo

Alessandro Calefati

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Structural Low-Rank Tracking.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Using Temporal Covariance of Motion and Geometric Features via Boosting for Human Fall Detection.

[BibT_eX]

[DOI]

Sensors, 2018

Dynamic workload patterns prediction for proactive auto-scaling of web applications.

[BibT_eX]

[DOI]

Waheed Iqbal

Abdelkarim Erradi

J. Netw. Comput. Appl., 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised RGBD Video Object Segmentation Using GANs.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised Deep Context Prediction for Background Foreground Separation.

[BibT_eX]

[DOI]

CoRR, 2018

Tracking Noisy Targets: A Review of Recent Object Tracking Approaches.

[BibT_eX]

[DOI]

CoRR, 2018

Comparative Study of ECO and CFNet Trackers in Noisy Environment.

[BibT_eX]

[DOI]

CoRR, 2018

Palmprint Identification Using an Ensemble of Sparse Representations.

[BibT_eX]

[DOI]

IEEE Access, 2018

Multi-Order Statistical Descriptors for Real-Time Face Recognition and Object Classification.

[BibT_eX]

[DOI]

Somaya Al-Máadeed

IEEE Access, 2018

A Voting-Based Encoding Technique for the Classification of Gleason Score for Prostate Cancers.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Bag of visual words based approach for the classification of benign and malignant masses in mammograms using voting-based feature encoding.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Breast Imaging, 2018

2017

Using Geodesic Space Density Gradients for Network Community Detection.

[BibT_eX]

[DOI]

Michael Small

Somaya Ali Al-Máadeed

Nasir M. Rajpoot

IEEE Trans. Knowl. Data Eng., 2017

Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Improving security surveillance by hidden cameras.

[BibT_eX]

[DOI]

Hadia Tazeem

Muhammad Shahid Farid

Multim. Tools Appl., 2017

Robustness analysis of superpixel algorithms to image blur, additive Gaussian noise, and impulse noise.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2017

Illustrate It! An Arabic Multimedia Text-to-Picture m-Learning System.

[BibT_eX]

[DOI]

Abdel Ghani Karkar

Jihad Mohamad Al Ja'am

IEEE Access, 2017

2016

Subspace Based Network Community Detection Using Sparse Linear Coding.

[BibT_eX]

[DOI]

Michael Small

IEEE Trans. Knowl. Data Eng., 2016

Constrained Metric Learning by Permutation Inducing Isometries.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Image de-fencing framework with hybrid inpainting algorithm.

[BibT_eX]

[DOI]

Muhammad Shahid Farid

Marco Grangetto

Signal Image Video Process., 2016

Discriminative human action classification using locality-constrained linear coding.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Histogram of Oriented Principal Components for Cross-View Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

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

[BibT_eX]

[DOI]

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

2015

Hyperspectral Face Recognition With Spatiospectral Information Fusion and PLS Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Periocular region-based person identification in the visible, infrared and hyperspectral imagery.

[BibT_eX]

[DOI]

Neurocomputing, 2015

2014

An image composition algorithm for handling global visual effects.

[BibT_eX]

[DOI]

M. Shahid Farid

Multim. Tools Appl., 2014

Optimizing Auto-correlation for Fast Target Search in Large Search Space.

[BibT_eX]

[DOI]

Robyn A. Owens

CoRR, 2014

Semi-supervised Spectral Clustering for Classification.

[BibT_eX]

[DOI]

CoRR, 2014

Real time action recognition using histograms of depth gradients and random decision forests.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Action Classification with Locality-Constrained Linear Coding.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Semi-supervised Spectral Clustering for Image Set Classification.

[BibT_eX]

[DOI]

Robyn A. Owens

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Sparse Kernel Learning for Image Set Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Periocular biometric recognition using image sets.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

A compact discriminative representation for efficient image-set classification with application to biometric recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Biometrics, 2013

Hyperspectral Face Recognition using 3D-DCT and Partial Least Squares.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2013

2012

Correlation-Coefficient-Based Fast Template Matching Through Partial Elimination.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Image Morphing in Frequency Domain.

[BibT_eX]

[DOI]

M. Shahid Farid

J. Math. Imaging Vis., 2012

Hierarchical Sparse Spectral Clustering For Image Set Classification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

2010

Exploiting Transitivity of Correlation for Fast Template Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

2009

Early terminating algorithms for Adaboost based detectors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

Exploiting local auto-correlation function for fast video to reference image alignment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

2007

Early Termination Algorithms for Correlation Coefficient Based Block Matching.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Video Coding With Linear Compensation (VCLC).

[BibT_eX]

[DOI]

Zartash Afzal Uzmi

Proceedings of IEEE International Conference on Communications, 2007

Exploiting Inter-frame Correlation for Fast Video to Reference Image Alignment.

[BibT_eX]

[DOI]