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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
Decoupled Motion Expression Video Segmentation—0
Semantic and Sequential Alignment for Referring Video Object Segmentation—0
LSVOS Challenge Report: Large-scale Complex and Long 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
UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track—0
2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation—0
GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation—0
3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation—0
Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation—0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation—0
Temporal Collection and Distribution for Referring Video Object Segmentation—0
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited SamplesCode0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Learning Referring Video Object Segmentation from Weak Annotation—0
Bidirectional Correlation-Driven Inter-Frame Interaction Transformer for Referring Video Object Segmentation—0
Segment Every Reference Object in Spatial and Temporal Spaces—0
Robust Referring Video Object Segmentation with Cyclic Structural Consensus—0
HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation—0
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation—0
Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation—0
Cross-Modal Self-Attention Network for Referring Image SegmentationCode0
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