本文全面回顾了RGB-D显著性目标检测的研究进展,包括三大方面:基于深度的salient object detection,基于深度和颜色的salient object detection,以及RGB-D共显著性检测。分析了显著性目标检测和RGB-D显著性目标检测的关系。 尽管RGB-D显著性目标检测方法已经有很多,但是仍存在需要解决的问题:深度图的低质量问题可能会隐形RG...
Although various RGB-D based salient object detection models with promising performance have been proposed over the past several years, an in-depth understanding of these models and the challenges in this field remains lacking. In this paper, we provide a comprehensive survey of RGB-D based ...
分类:RGB-D显著对象检测模型分为传统或深度方法、融合方法、单流或多流方法和注意感知方法 传统和深度模型 2.2.1传统模型 传统模型使用深度线索,一些有用的属性,如边界、形状属性、表面法线等,可以通过探索来提高对复杂场景中突出物体的识别。在过去的几年里,许多基于手工制作特性的传统RGB-D模型已经被开发出来。 2....
Salient object detection, which simulates human visual perception in locating the most significant object(s) in a scene, has been widely applied to various
RGB-D Salient Object Detection: A Survey Authors: Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao. This is a survey to review related RGB-D SOD models along with benchmark datasets, and provide a comprehensive evaluation for these models. We also collect related review ...
Fully convolutional neural network has shown advantages in the salient object detection by using the RGB or RGB-D images. However, there is an object-part dilemma since most fully convolutional neural network inevitably leads to an incomplete segmentation of the salient object. Although the capsule ...
RGB-D Salient Object Detection:综述论文笔记 显著性目标检测致力于给定区域内最重要的视觉性目标。SOD在真实世界的应用范围内起着关键性的作用,例如立体匹配、图像理解、显著性检测、行为感知、视频探测和分割、语义分割、视频图像分割、目标追踪、行人检测、伪装目标检测等等。尽管在过去的几十年里SOD领域已经有了很大...
RGB-D salient object detection: A survey Tao ZhouDeng-Ping FanMing-Ming Cheng...Ling Shao Computational Visual Media Jan 2021 Abstract Salient object detection, which simulates human visual perception in locating the most significant object(s) in a scene, has been widely applied to various compu...
YearPub.TitleLinks 2020 CVM RGB-D Salient Object Detection: A Survey Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao Paper/ProjRGB-D SODPreprintYearPub.TitleLinks 2023 arXiv All in One: RGB, RGB-D, and RGB-T Salient Object Detection Xingzhao Jia, Zhongqiu Zhao,...
RGB-D salient object detection: A survey 网页链接: link.springer.com/artic 数据集以及相关代码链接: github.com/taozh2017/RG 2. 论文摘要 显著性目标提取,即模拟人类的视觉感知来定位一个场景中最突出的目标,在各种各样的计算机视觉任务中,得到了广泛的应用。现在随着深度相机的出现,场景的深度图也就变得很...