Instance Shadow Detection
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Benchmarks
SOBA
Most implemented
Instance Shadow Detection
Instance Shadow Detection with A Single-Stage Detector
Video Instance Shadow Detection Under the Sun and Sky
Single-Stage Instance Shadow Detection with Bidirectional Relation Learning
Papers
FastInstShadow: A Simple Query-Based Model for Instance Shadow Detection
Instance shadow detection is the task of detecting pairs of shadows and objects, where existing methods first detect shadows and objects independently, then associate them. This paper introduces FastInstShadow, a method …
DecoderInstance Shadow DetectionShadow DetectionVideo Instance Shadow Detection Under the Sun and Sky
Instance shadow detection, crucial for applications such as photo editing and light direction estimation, has undergone significant advancements in predicting shadow instances, object instances, and their associations. T…
Contrastive LearningInstance Shadow DetectionObjectShadow Detection+1Instance Shadow Detection with A Single-Stage Detector
This paper formulates a new problem, instance shadow detection, which aims to detect shadow instance and the associated object instance that cast each shadow in the input image. To approach this task, we first compile a …
Instance Shadow DetectionObjectRelationShadow DetectionSingle-Stage Instance Shadow Detection with Bidirectional Relation Learning
Instance shadow detection aims to find shadow instances paired with the objects that cast the shadows. The previous work adopts a two-stage framework to first predict shadow instances, object instances, and shadow-object…
Instance Shadow DetectionObjectRelationShadow DetectionInstance Shadow Detection
Instance shadow detection is a brand new problem, aiming to find shadow instances paired with object instances. To approach it, we first prepare a new dataset called SOBA, named after Shadow-OBject Association, with 3,62…
Instance Shadow DetectionObjectShadow Detection