3 papers
cs.CV2026
FedVideoMAE: Efficient Privacy-Preserving Federated Video Moderation
Ziyuan Tao, Chuanzhi Xu, Sandaru Jayawardana +4
Short-form video moderation increasingly needs learning pipelines that protect user privacy without paying the full bandwidth and latency cost of cloud-centralized inference. We pr…
cs.CV2025
A Multi-Drone Multi-View Dataset and Deep Learning Framework for Pedestrian Detection and Tracking
Kosta Dakic, Kanchana Thilakarathna, Rodrigo N. Calheiros +1
Multi-drone surveillance systems offer enhanced coverage and robustness for pedestrian tracking, yet existing approaches struggle with dynamic camera positions and complex occlusio…
cs.CV2024
Resource-Efficient Multiview Perception: Integrating Semantic Masking with Masked Autoencoders
Kosta Dakic, Kanchana Thilakarathna, Rodrigo N. Calheiros +1
Multiview systems have become a key technology in modern computer vision, offering advanced capabilities in scene understanding and analysis. However, these systems face critical c…