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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
One Token to Seg Them All: Language Instructed Reasoning Segmentation in VideosCode2
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
Language-Bridged Spatial-Temporal Interaction for Referring Video Object SegmentationCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
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