30 citations · 31 across the 6 of their papers we have counts for
6 papers
Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification
Sajid Javed, Arif Mahmood, Talha Qaiser +2
Classification of gigapixel Whole Slide Images (WSIs) is an important prediction task in the emerging area of computational pathology. There has been a surge of research in deep le…
DFR-FastMOT: Detection Failure Resistant Tracker for Fast Multi-Object Tracking Based on Sensor Fusion
Mohamed Nagy, Majid Khonji, Jorge Dias +1
Persistent multi-object tracking (MOT) allows autonomous vehicles to navigate safely in highly dynamic environments. One of the well-known challenges in MOT is object occlusion whe…
Higher-order Sparse Convolutions in Graph Neural Networks
Jhony H. Giraldo, Sajid Javed, Arif Mahmood +2
Graph Neural Networks (GNNs) have been applied to many problems in computer sciences. Capturing higher-order relationships between nodes is crucial to increase the expressive power…
Person Monitoring by Full Body Tracking in Uniform Crowd Environment
Zhibo Zhang, Omar Alremeithi, Maryam Almheiri +4
Full body trackers are utilized for surveillance and security purposes, such as person-tracking robots. In the Middle East, uniform crowd environments are the norm which challenges…
Learning Branched Fusion and Orthogonal Projection for Face-Voice Association
Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan +3
Recent years have seen an increased interest in establishing association between faces and voices of celebrities leveraging audio-visual information from YouTube. Prior works adopt…
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos
Jhony H. Giraldo, Sajid Javed, Naoufel Werghi +1
Moving Object Detection (MOD) is a fundamental step for many computer vision applications. MOD becomes very challenging when a video sequence captured from a static or moving camer…