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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 26–50 of 74 papers

TitleStatusHype
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object SegmentationCode1
1st Place Solution for 5th LSVOS Challenge: Referring Video Object SegmentationCode1
Tracking with Human-Intent ReasoningCode1
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
OnlineRefer: A Simple Online Baseline for Referring Video Object SegmentationCode1
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
LoSh: Long-Short Text Joint Prediction Network for Referring Video Object SegmentationCode1
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object SegmentationCode1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object SegmentationCode1
Multi-Attention Network for Compressed Video Referring Object SegmentationCode1
Towards Robust Referring Video Object Segmentation with Cyclic Relational ConsensusCode1
Language-Bridged Spatial-Temporal Interaction for Referring Video Object SegmentationCode1
Local-Global Context Aware Transformer for Language-Guided Video SegmentationCode1
End-to-End Referring Video Object Segmentation with Multimodal TransformersCode1
URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale BenchmarkCode1
InterRVOS: Interaction-aware Referring Video Object Segmentation—0
Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation—0
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence MatchingCode0
ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025Code0
ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations—0
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context ModelingCode0
Multi-Context Temporal Consistent Modeling for Referring Video Object SegmentationCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
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