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cs.CV2026
Can Segmentation Models Understand the World? Towards Proactive Affordance Reasoning via Visual Chain-of-Thought
Yuchen Guo, Junli Gong, Hongmin Cai +2
Recent segmentation models couple large language models (LLMs) with mask decoders to ground complex language expressions into masks, yet their instructions remain target-referentia…
cs.CV2026
LumiVideo: An Intelligent Agentic System for Video Color Grading
Yuchen Guo, Junli Gong, Hongmin Cai +2
Video color grading is a critical post-production process that transforms flat, log-encoded raw footage into emotionally resonant cinematic visuals. Existing automated methods act…
cs.CV2024★ 1 cited
Fuse4Seg: Image Fusion for Multi-Modal Medical Segmentation via Bi-level Optimization
Yuchen Guo, Junli Gong, Hongmin Cai +2
Multi-modal medical image fusion is traditionally optimized for human visual perception, aiming to maximize generic contrast and structural fidelity. However, when these visually p…