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Referring Video Object Segmentation

Referring video object segmentation aims at segmenting an object in video with language expressions. Unlike the previous video object segmentation, the task exploits a different type of supervision, language expressions, to identify and segment an object referred by the given language expressions in a video.

Papers

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Showing 21–30 of 74 papers

TitleStatusHype
UniRef++: Segment Every Reference Object in Spatial and Temporal SpacesCode2
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
Language-Bridged Spatial-Temporal Interaction for Referring Video Object SegmentationCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object SegmentationCode1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object SegmentationCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
Referring Video Object Segmentation via Language-aligned Track SelectionCode1
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
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