期刊论文

Tong, Mingwen

英文

Knowledge-Based Systems

0950-7051

2021

211

106550

10.1016/j.knosys.2020.106550

CRediT authorship contribution statement Jia Chen: Conceptualization, acquisition, Writing - original draft, Writing - review and editing. Yasong Chen: Data curation, Software, Writing - original draft. Weihao Li: Supervision. Guoqin Ning: Project administration, Resources, Supervision. Mingwen Tong: Investigation, Resources, Writing - review and editing. Adrian Hilton: Formal analysis, Resources, Writing - review and editing.

本校为第一且通讯机构

Object co-segmentation is a challenging task, which aims to segment common objects in multiple images at the same time. Generally, common information of the same object needs to be found to solve this problem. For various scenarios, common objects in different images only have the same semantic information. In this paper, we propose a deep object co-segmentation method based on channel and spatial attention, which combines the attention mechanism with a deep neural network to enhance the common semantic information. Siamese encoder and decoder structure are used for this task. Firstly, the enc...