4 papers
Report of the 8th LSVOS Challenge: Complex and Multimodal Video Object Segmentation
Chang Liu, Henghui Ding, Lingyi Hong +36
This report summarizes the 8th Large-scale Video Object Segmentation (LSVOS) Challenge, held in conjunction with ECCV 2026. The challenge evaluates video segmentation in three comp…
SAM3Dual: A 3rd Place Solution to the MOSEv2 Track, 8th LSVOS Challenge
JeongRae Kim, Chaehyun Kim, Changwon Lim
We present SAM3Dual, our third-place solution to the MOSEv2 track of the 8th Large-scale Video Object Segmentation (LSVOS) Challenge at ECCV 2026. SAM3Dual is a training-free infer…
SAM2Dual: Training-Free, Dual Memory for Long-Term Video Object Segmentation
JeongRae Kim, Changwon Lim
Long-term video object segmentation (VOS) remains challenging due to error accumulation under extended occlusions, re-appearance, and scene changes. Although SAM2 provides strong z…
Continuity-Driven Representation Learning for Industrial Defect Detection
Minjong Kim, Hyun Jun Kim, Jeongrae Kim +2
Industrial defect detection differs from natural-image object detection because inspection images are captured under controlled conditions and contain large normal-dominant regions…