2 papers
cs.CV2026
VVitCutLER: Towards Unsupervised Object Detection and Segmentation in Videos
Zhijing Lu, Khurram Azeem Hashmi, Didier Stricker +1
Unsupervised pixel-level video understanding remains challenging in real-world scenarios, where motion blur, occlusion, and fast object dynamics often cause temporal drift and flic…
cs.CV2024
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection
Khurram Azeem Hashmi, Talha Uddin Sheikh, Didier Stricker +1
The primary challenge in Video Object Detection (VOD) is effectively exploiting temporal information to enhance object representations. Traditional strategies, such as aggregating…