all-in-one model 1degradation guidance 1image restoration 1local-global aggregation 1spatially adaptive 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration
Shen Zhou, Jinghui Zhang, Wenbo Huang +7
QuReC is a unified model for restoring images affected by multiple, possibly mixed, degradations by using spatially adaptive, query-specific guidance and a dual local‑global featur…
cs.CV2026
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition
Wenbo Huang, Jinghui Zhang, Xuwei Qian +3
High frame-rate (HFR) videos of action recognition improve fine-grained expression while reducing the spatio-temporal relation and motion information density. Thus, large amounts o…