WEPA.PA.33

Understanding Bag of Tricks of Deep Learning-based Semantic Segmentation in Pavement Crack Detection

Zhengsen Xu, University of Waterloo, Canada; Haiyan Guan, Nanjing University of Information Science and Technology, China; Hongjie He, Jonathan Li, University of Waterloo, Canada

Session:
WEPA.PA: Segmenting Roads Poster

Track:
Data Analysis

Location:
Poster Area 4: Trianti Balcony

Presentation Time:
Wed, 10 Jul, 10:40 - 11:40

Session Chair:
Jonathan Li, University of Waterloo
Presentation
Discussion
Resources
No resources available.
Session WEPA.PA
WEPA.PA.26: CASDENET: CASCADE AUTOMATIC ROAD DETECTION NETWORK BASED ON DYNAMIC SNAKE CONVOLUTION AND EDGE BRANCH
Wanwan Yu, Harbin Institute of Technology, China; Baorong Xie, Shanghai Aerospace Electronic Technology Institute, China; Dongyang Liu, Harbin Institute of Technology, China; Caiting Fang, Shanghai Aerospace Electronic Technology Institute, China; Junping Zhang, Harbin Institute of Technology, China
WEPA.PA.27: Unveiling Annual Dynamics in Large-scale Road Networks Through a Connectivity-Aware Approach Utilizing Sentinel-2 Multi-Spectral Imagery
Lixian Zhang, National Supercomputing Center in Shenzhen, China; Kangrui D, Sun Yat-Sen University, China; Shuai Yuan, Hong Kong University, China; Runmin Dong, Tsinghua University, China; Juepeng Zheng, Sun Yat-Sen University, China; Haohuan Fu, Tsinghua University, China
WEPA.PA.28: Strip-Convolution based U-Net for Crack Detection
Jun Luo, Min Wei, Yi Xu, Zheng Zhou, Changjiang Survey Planning Design and Research Co., Ltd., China
WEPA.PA.29: IMPROVED ROAD EXTRACTION METHOD USING SBD-LINKNET AND A POSTPROCESSING METHOD FOR HIGH RESOLUTION SATELLITE IMAGERY
Yunhao He, Lei He, Chengdu University of Information Technology, China; Yuxia Li, Bo Peng, University of Electronic Science and Technology of China, China; Ming Wang, Yuheng Lei, Xincheng Jiang, Chengdu University of Information Technology, China
WEPA.PA.30: A CODEC ROAD DETECTION NETWORK WITH EDGE EXTRACTION AND MULTI-RESOLUTION INFORMATION SUPPLEMENT
Yunxiao Qi, Junping Zhang, Dongyang Liu, Wanwan Yu, Harbin Institute of Technology, China
WEPA.PA.31: TSDLINKNET: D-LINKNET WITH TRANSFORMER AND SCSE MODULE FOR HIGH RESOLUTION REMOTE SENSING IMAGES ROAD EXTRACTION
Wenqi Yin, Yijie Zhang, Ruiyu Zhang, Ming Li, University of Electronic Science and Technology of China, China; Nyima Tashi, Tibet University, China; Jian Cheng, University of Electronic Science and Technology of China, China
WEPA.PA.32: A SAR ROAD EXTRACTION METHOD BASED ON DENSE CONNECTION AND HYBIRD ATTENTION
Hui Zhang, School of Engineering and Technology Chengdu College of University of Electronic Science and Technology of China, China; Yi Qin, Liqiang Mou, Kairan Ye, Zongyong Cui, University of Electronic Science and Technology of China, China
WEPA.PA.33: Understanding Bag of Tricks of Deep Learning-based Semantic Segmentation in Pavement Crack Detection
Zhengsen Xu, University of Waterloo, Canada; Haiyan Guan, Nanjing University of Information Science and Technology, China; Hongjie He, Jonathan Li, University of Waterloo, Canada
WEPA.PA.34: HIGH-FREQUENCY ATTENTION U-NET FOR ROAD SEGMENTATION IN HIGH-RESOLUTION REMOTE SENSING IMAGERY
Isin Erer, Bahaa Awad, Istanbul Technical University, Turkey
Resources
No resources available.