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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

Showing 2650 of 74 papers

TitleStatusHype
Referring Video Object Segmentation via Language-aligned Track SelectionCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
Tracking with Human-Intent ReasoningCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video SegmentationCode1
Language-Bridged Spatial-Temporal Interaction for Referring Video Object SegmentationCode1
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object SegmentationCode1
Multi-Attention Network for Compressed Video Referring Object SegmentationCode1
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object SegmentationCode1
OnlineRefer: A Simple Online Baseline for Referring Video Object SegmentationCode1
GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation0
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track0
InterRVOS: Interaction-aware Referring Video Object Segmentation0
Learning Referring Video Object Segmentation from Weak Annotation0
Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation0
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation0
2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation0
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation0
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