3 papers
cs.CV2025
Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation
Ulindu De Silva, Didula Samaraweera, Sasini Wanigathunga +4
We present Seg-TTO, a novel framework for zero-shot, open-vocabulary semantic segmentation (OVSS), designed to excel in specialized domain tasks. While current open-vocabulary appr…
cs.CV2025
Video Summarisation with Incident and Context Information using Generative AI
Ulindu De Silva, Leon Fernando, Kalinga Bandara +1
The proliferation of video content production has led to vast amounts of data, posing substantial challenges in terms of analysis efficiency and resource utilization. Addressing th…
cs.CV2025
Large Language Models for Video Surveillance Applications
Ulindu De Silva, Leon Fernando, Billy Lau Pik Lik +4
The rapid increase in video content production has resulted in enormous data volumes, creating significant challenges for efficient analysis and resource management. To address thi…