3 papers
cs.CV2025
AVAR-Net: A Lightweight Audio-Visual Anomaly Recognition Framework with a Benchmark Dataset
Amjid Ali, Zulfiqar Ahmad Khan, Altaf Hussain +3
Anomaly recognition plays a vital role in surveillance, transportation, healthcare, and public safety. However, most existing approaches rely solely on visual data, making them unr…
cs.CV2025
Multi Camera Connected Vision System with Multi View Analytics: A Comprehensive Survey
Muhammad Munsif, Waqas Ahmad, Amjid Ali +3
Connected Vision Systems (CVS) are transforming a variety of applications, including autonomous vehicles, smart cities, surveillance, and human-robot interaction. These systems har…
cs.CV2025
Pseudo-Labeling Driven Refinement of Benchmark Object Detection Datasets via Analysis of Learning Patterns
Min Je Kim, Muhammad Munsif, Altaf Hussain +2
Benchmark object detection (OD) datasets play a pivotal role in advancing computer vision applications such as autonomous driving, and surveillance, as well as in training and eval…