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Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
April 9, 2024, 4:48 a.m. | Qi Yang, Xing Nie, Tong Li, Pengfei Gao, Ying Guo, Cheng Zhen, Pengfei Yan, Shiming Xiang
cs.CV updates on arXiv.org arxiv.org
Abstract: Recently, an audio-visual segmentation (AVS) task has been introduced, aiming to group pixels with sounding objects within a given video. This task necessitates a first-ever audio-driven pixel-level understanding of the scene, posing significant challenges. In this paper, we propose an innovative audio-visual transformer framework, termed COMBO, an acronym for COoperation of Multi-order Bilateral relatiOns. For the first time, our framework explores three types of bilateral entanglements within AVS: pixel entanglement, modality entanglement, and temporal entanglement. …
arxiv audio cs.ai cs.cv cs.sd eess.as matter relations segmentation type visual
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