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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH1.O-4.3

MULTI-SCALE BUILDING INSTANCE EXTRACTION FRAMEWORK IN HIGH RESOLUTION REMOTE SENSING IMAGERY BASED ON FEATURE PYRAMID OBJECT-AWARE CONVOLUTION NEURAL NETWORK

Yong Cai, Jiangsu Province Surveying and Mapping Research Institute, China; Dingyuan Chen, Yuanzhe Tang, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Jian Zhang, Ya Gao, Jiangsu Province Surveying and Mapping Research Institute, China
Session:
Optical I - Infrastructure Detection
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 09:00-09:15 (UTC)
Thu, 15 Jul, 11:00-11:15 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 17:00-17:15 China Standard Time (UTC +8)
Thu, 15 Jul, 05:00-05:15 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Wufan Zhao, University of Twente and Xiaoyan Lu, Wuhan university
Session Manager:
Marcel Stefko
Presentation
Discussion
Resources
Session TH1.O-4
TH1.O-4.1: PROTOCOL DESIGN ISSUES FOR OBJECT DENSITY ESTIMATION AND COUNTING IN REMOTE SENSING
Roland Perko, Joannem Research, Austria; Alexander Almer, Joanneum Research, Austria; Mario Theuermann, Manfred Klopschitz, Thomas Schnabel, Joannem Research, Austria; Peter M. Roth, Technical University of Munich, Germany
TH1.O-4.2: A NOVAL GLOBAL-LOCAL ADVERSARIAL NETWORK FOR UNSUPERVISED CROSS-DOMAIN ROAD DETECTION
Xiaoyan Lu, Yanfei Zhong, Wuhan University, China
TH1.O-4.3: MULTI-SCALE BUILDING INSTANCE EXTRACTION FRAMEWORK IN HIGH RESOLUTION REMOTE SENSING IMAGERY BASED ON FEATURE PYRAMID OBJECT-AWARE CONVOLUTION NEURAL NETWORK
Yong Cai, Jiangsu Province Surveying and Mapping Research Institute, China; Dingyuan Chen, Yuanzhe Tang, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China; Jian Zhang, Ya Gao, Jiangsu Province Surveying and Mapping Research Institute, China
TH1.O-4.4: END-TO-END ROOFLINE EXTRACTION FROM VERY-HIGH-RESOLUTION REMOTE SENSING IMAGES
Wufan Zhao, Claudio Persello, Alfred Stein, University of Twente, Netherlands
TH1.O-4.5: WEAKLY SUPERVISED SOLAR PANEL MAPPING USING RESIDUAL AGGREGATED NETWORK FOR AERIAL IMAGES
Jue Zhang, Xiuping Jia, Jiankun Hu, University of New South Wales Canberra, Australia
TH1.O-4.6: SCRIBBLE-SUPERVISED ROI EXTRACTION USING RESIDUAL DENSE DILATED NETWORK FOR REMOTE SENSING IMAGES
Jie Ma, Beijing Foreign Studies University, China

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