Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images

Sara Shojaei; Trevor Bohl; Kannappan Palaniappan; Filiz Bunyak

doi:10.1109/WACVW65960.2025.00134

Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images

Sara Shojaei
, Trevor Bohl
, Kannappan Palaniappan
, Filiz Bunyak

University of Missouri-Columbia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1120-1128
Number of pages	9
ISBN (Electronic)	9798331536626
DOIs	https://doi.org/10.1109/WACVW65960.2025.00134
State	Published - 2025
Externally published	Yes
Event	2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025 - Tucson, United States Duration: Feb 28 2025 → Mar 4 2025

Publication series

Name	Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025

Conference

Conference	2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025
Country/Territory	United States
City	Tucson
Period	2/28/25 → 3/4/25

ASJC Scopus Subject Areas

Computer Vision and Pattern Recognition
Modeling and Simulation
Computer Science Applications

Access to Document

10.1109/WACVW65960.2025.00134

Cite this

Shojaei, S., Bohl, T., Palaniappan, K., & Bunyak, F. (2025). Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images. In Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025 (pp. 1120-1128). (Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WACVW65960.2025.00134

Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images. / Shojaei, Sara; Bohl, Trevor; Palaniappan, Kannappan et al.
Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025. Institute of Electrical and Electronics Engineers Inc., 2025. p. 1120-1128 (Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shojaei, S, Bohl, T, Palaniappan, K & Bunyak, F 2025, Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images. in Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025. Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025, Institute of Electrical and Electronics Engineers Inc., pp. 1120-1128, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025, Tucson, United States, 2/28/25. https://doi.org/10.1109/WACVW65960.2025.00134

Shojaei S, Bohl T, Palaniappan K, Bunyak F. Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images. In Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025. Institute of Electrical and Electronics Engineers Inc. 2025. p. 1120-1128. (Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025). doi: 10.1109/WACVW65960.2025.00134

Shojaei, Sara ; Bohl, Trevor ; Palaniappan, Kannappan et al. / Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images. Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025. Institute of Electrical and Electronics Engineers Inc., 2025. pp. 1120-1128 (Proceedings - 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2025).

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Adaptive Structure-Aware Connectivity-Preserving Loss for Improved Road Segmentation in Remote Sensing Images

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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