3 papers
cs.CV2026
Leveraging existing sparse point annotations for benthic imagery dense segmentation
Cesar Borja, Breck A. McCollum, Jarret E. Byrnes +2
The health of marine ecosystems is a critical indicator of global environmental change, yet the physical constraints of underwater observation and the intrinsic challenges of proce…
cs.CV2026
SSeg: Active Sparse Point-Label Augmentation for Semantic Segmentation
Cesar Borja, Carlos Plou, Ruben Martinez-Cantin +1
Semantic segmentation is essential for automating remote sensing analysis in fields like ecology. However, fine-grained analysis of complex aerial or underwater imagery remains an…
cs.CV2026
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs
Carlos Plou, Cesar Borja, Ruben Martinez-Cantin +1
Finding information in hour-long videos is a challenging task even for top-performing Vision Language Models (VLMs), as encoding visual content quickly exceeds available context wi…