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arxiv: 2506.15524 · v1 · pith:CW5OQBUKnew · submitted 2025-06-18 · 💻 cs.CV

NTIRE 2025 Image Shadow Removal Challenge Report

classification 💻 cs.CV
keywords challengeevaluationntireremovalshadowtrackscast-shadowsdataset
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This work examines the findings of the NTIRE 2025 Shadow Removal Challenge. A total of 306 participants have registered, with 17 teams successfully submitting their solutions during the final evaluation phase. Following the last two editions, this challenge had two evaluation tracks: one focusing on reconstruction fidelity and the other on visual perception through a user study. Both tracks were evaluated with images from the WSRD+ dataset, simulating interactions between self- and cast-shadows with a large number of diverse objects, textures, and materials.

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