ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection

arXiv:2406.12536v1 Announce Type: new
Abstract: With the rapid development of depth sensor, more and more RGB-D videos could be obtained. Identifying the foreground in RGB-D videos is a fundamental and important task. However, the existing salient object detection (SOD) works only focus on either static RGB-D images or RGB videos, ignoring the collaborating of RGB-D and video information. In this paper, we first collect a new annotated RGB-D video SOD (ViDSOD-100) dataset, which contains 100 videos within a total of …

abstract arxiv cs.cv dataset detection development focus fundamental however important object rgb-d sensor type video videos