Personal Information
- Doctoral Supervisor
- Master Tutor
- (Professor)
Gender:
MaleContact Information:
15827188114Status:
EmployedSchool/Department:
测绘遥感信息工程全国重点实验室Date of Birth:
1976-03-21Alma Mater:
武汉大学Status:
EmployedSchool/Department:
测绘遥感信息工程全国重点实验室Date of Employment:
2004-07-01Administrative Position:
副主任Business Address:
武汉大学星湖实验大楼713Contact Information:
15827188114
Other Contact Information
-
ZipCode
-
Fax
-
PostalAddress
-
Telephone
-
Email
Paper Publications
Current position: Home > Scientific Research > Paper Publications
ChangeViT: Unleashing plain vision transformers for change detection in remote sensing images
- Time:2026-04-01
- Hits:
-
DOI number:
10.1016/j.patcog.2025.112539 -
Affiliation of Author(s):
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan, Peoples R China -
Journal:
PATTERN RECOGNITION -
Funded by:
This work was supported by the Fundamental Research Funds for the Central Universities (2042024kf003 -
Key Words:
Change detection,Vision transformer,Remote sensing images -
Abstract:
Change detection in remote sensing images is essential for monitoring environmental changes on Earth's surface. Although vision transformers (ViTs), particularly plain ViTs pre-trained on large-scale datasets and endowed with extensive knowledge and strong comprehension capabilities, have achieved remarkable success as backbones in numerous computer vision applications, they remain underutilized in change detection tasks. In this domain, convolutional neural networks (CNNs) continue to dominate due to their powerful feature extraction capabilities. In this paper, our study uncovers ViTs' uniqu -
Co-author:
Haiyan, Zheng,Huang, Qimin,Cheng, Xiaohu -
Indexed by:
Journal paper -
Correspondence Author:
Shao, Zhenfeng -
Document Type:
Article -
Volume:
172 -
ISSN No.:
0031-3203 -
Translation or Not:
no -
Date of Publication:
2026-04-01