FR4.R7.2

A NOVEL WETLAND CLASSIFICATION METHOD COMBINED CNN AND SVM USING MULTI-SOURCE REMOTE SENSING IMAGES

Jingmiao Cao, Feiya Shu, Hanwen Xu, Qinxin Wu, China University of Mining and Technology, China; Yufen Niu, Jinqi Zhao, Hebei University of Engineering, China

Session:
FR4.R7: Wetlands III Oral

Track:
Land Applications

Location:
MC 3 Hall

Presentation Time:
Fri, 12 Jul, 17:34 - 17:48

Session Co-Chairs:
Anna Verlanti, Università di Napoli Parthenope and Adrien Le Guillou, Université de Bretagne Occidentale
Presentation
Discussion
Resources
No resources available.
Session FR4.R7
FR4.R7.1: OPTICAL SYNERGY (SENTINEL-2 / SPOT6-7) FOR ANNUAL DETECTION AND MAPPING OF COASTAL WETLANDS IN THE CROZON PENINSULA USING MACHINE AND DEEP LEARNING METHODS
Adrien Le Guillou, Simona Niculescu, Université de Bretagne Occidentale, France; Christiane Schmullius, Friedrich-Schiller-Universität, Germany
FR4.R7.2: A NOVEL WETLAND CLASSIFICATION METHOD COMBINED CNN AND SVM USING MULTI-SOURCE REMOTE SENSING IMAGES
Jingmiao Cao, Feiya Shu, Hanwen Xu, Qinxin Wu, China University of Mining and Technology, China; Yufen Niu, Jinqi Zhao, Hebei University of Engineering, China
FR4.R7.3: WETLAND CLASSIFICATION USING FEATURE COMBINATION BASED ON PHYSICAL AND DATA-DRIVEN MODEL
Zixuan Wang, Jingmiao Cao, Feiya Shu, Ding Li, Fengkai Lang, Jinqi Zhao, China University of Mining and Technology, China
FR4.R7.4: LARGE-SCALE TIDAL WETLAND CLASSIFICATION BASED ON LABEL AUGMENTATION AND ERROR CORRECTION
Yingxin Wu, Yinhe Liu, Xian Xu, Yanfei Zhong, Wuhan University, China
FR4.R7.5: PREDICTING CARBON STORAGE IN THE YUNNAN-KWEICHOW PLATEAU WETLANDS USING A FUSION OF MULTI-SOURCE REMOTE SENSING DATA AND MACHINE LEARNING
Fangliang Cai, Bohui Tang, Xinran Ji, Liang Huang, Zhitao Fu, Dong Fan, Kunming University of Science and Technology, China
FR4.R7.6: INTEGRATING SATELLITE IMAGERY AND ELEVATION MODELS FOR DEGRADATION/REGENERATION ANALYSIS OF AN AMAZONIAN MANGROVE FOREST
Sergio Mauricio Molano Cárdenas, Graduate Program in Geosciences, Federal University of Rio Grande do Sul, Brazil; Marcelo Cancela Lisboa Cohen, Diana Paola Cárdenas Ruiz, Graduate Program of Geology and Geochemistry, Federal University of Pará, Brazil; Juan Sebastian Gomez Neita, Graduate Program in Geosciences, Federal University of Rio Grande do Sul, Brazil
FR4.R7.7: SPECKLE-RELATED PARAMETERS TO MONITOR WATER AREA COVERAGE OF SALTY PONDS
Anna Verlanti, Ferdinando Nunziata, Maurizio Migliaccio, Università di Napoli Parthenope, Italy; Maria T. Melis, Università di Cagliari, Italy; Christian Bignami, Massimo Musacchio, INGV, Italy
Resources
No resources available.