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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 51–74 of 74 papers

TitleStatusHype
GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation—0
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track—0
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling—0
InterRVOS: Interaction-aware Referring Video Object Segmentation—0
Learning Referring Video Object Segmentation from Weak Annotation—0
Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation—0
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation—0
2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation—0
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation—0
ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations—0
Bidirectional Correlation-Driven Inter-Frame Interaction Transformer for Referring Video Object Segmentation—0
Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation—0
Robust Referring Video Object Segmentation with Cyclic Structural Consensus—0
Decoupled Motion Expression Video Segmentation—0
Segment Every Reference Object in Spatial and Temporal Spaces—0
Semantic and Sequential Alignment for Referring Video Object Segmentation—0
Temporal Collection and Distribution for Referring Video Object Segmentation—0
The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation—0
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution—0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation—0
Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation—0
Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation—0
HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation—0
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