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cs.CV2026
Improving Local Feature Matching by Entropy-inspired Scale Adaptability and Flow-endowed Local Consistency
Ke Jin, Jiming Chen, Qi Ye
Recent semi-dense image matching methods have achieved remarkable success, but two long-standing issues still impair their performance. At the coarse stage, the over-exclusion issu…
cs.CV2024★ 1 cited
Context-Aware Integration of Language and Visual References for Natural Language Tracking
Yanyan Shao, Shuting He, Qi Ye +3
Tracking by natural language specification (TNL) aims to consistently localize a target in a video sequence given a linguistic description in the initial frame. Existing methodolog…
cs.CV2024
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising
Tao Zhou, Wenhan Luo, Qi Ye +2
Recently, promptable segmentation models, such as the Segment Anything Model (SAM), have demonstrated robust zero-shot generalization capabilities on static images. These promptabl…