THPB.PA.76

LEARNING TO DETECT CLOUD AND SNOW IN REMOTE SENSING IMAGES FROM NOISY LABELS

Zili Liu, Beihang University, China; Hao Chen, Shanghai Artificial Intelligence Laboratory, China; Wenyuan Li, University of Hong Kong, Hong Kong SAR of China; Keyan Chen, Zipeng Qi, Chenyang Liu, Zhengxia Zou, Zhenwei Shi, Beihang University, China
Session:
THPB.PA: Data Analytics and AI Techniques in Remote Sensing II Poster
Track:
AI and Big Data
Location:
Poster Area 3: Trianti Foyer Left
Presentation Time:
Thu, 11 Jul, 16:20 - 17:20
Session Chair:
Francescopaolo Sica, University of the Bundeswehr Munich
Presentation
Discussion
Resources
No resources available.
Session THPB.PA
THPB.PA.70: T&A-DEM-CALIFORNIA: A LARGE-SCALE DEM ELEVATION ERROR PREDICTION DATASET BASED ON TANDEM-X AND AW3D30 DEMS IN CALIFORNIA, U.S.A.
Cuilin Yu, Qingsong Wang, Junhao Zhang, Zixuan Zhong, Tao Lai, Haifeng Huang, Sun Yat-sen University, China
THPB.PA.71: PHYSICAL STRUCTURE REPRESENTATION AND ENVIRONMENTAL DATA FUSION FOR CYCLONE INTENSITY PREDICTION
Cong Wang, Zhao Chen, Donghua university, China; Fayyaz Minhas, Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, UK, United Kingdom
THPB.PA.72: CASE-STUDY: TWO-PHASE AI PREDICTION FOR ONBOARD SYNTHETIC APERTURE RADAR (SAR) DATA PROCESSING
Monikka Roslianna Busto, Takeharu Eda, Takuro Udagawa, NTT, Japan; Tatsuyuki Sekine, ELSPINA VEINZ INC., Japan
THPB.PA.73: FOURIER DOMAIN ADAPTIVE MULTI-MODAL REMOTE SENSING IMAGE TEMPLATE MATCHING BASED ON SIAMESE NETWORK
Chonghua Lv, Wei Wang, Dou Quan, Shuang Wang, Le Dong, Xiangming Jiang, Yu Gu, Licheng Jiao, Xidian University, China
THPB.PA.74: SYMMETRIC POSITIVE DEFINITE CONVOLUTION NETWORK FOR POLARIMETRIC SAR IMAGE CLASSIFICATION
Junfei Shi, Keyan Shen, Haiyan Jin, Wei Wang, Zhenghao Shi, Haonan Su, Xi’an University of Technology, China
THPB.PA.75: CONTEXTUAL INFERENCE FEATURE EXTRACTION APPROACH BASED ON GENERATIVE ADVERSARIAL NETWORK FOR SAR-TO-OPTICAL IMAGE TRANSLATION
Jinjin Luo, School of Computer Science and Information Engineering, Hefei University of Technology, China; Xuezhi Yang, Hongbo Liang, Guan Wu, School of Computer Science and Information Engineering, Heifei University of Technology, China
THPB.PA.76: LEARNING TO DETECT CLOUD AND SNOW IN REMOTE SENSING IMAGES FROM NOISY LABELS
Zili Liu, Beihang University, China; Hao Chen, Shanghai Artificial Intelligence Laboratory, China; Wenyuan Li, University of Hong Kong, Hong Kong SAR of China; Keyan Chen, Zipeng Qi, Chenyang Liu, Zhengxia Zou, Zhenwei Shi, Beihang University, China
THPB.PA.77: ANONYMIZATION OF PRIVATE AND CONFIDENTIAL GROUND DATA FOR EARTH OBSERVATION DATA ANALYTICS SUCH AS SOCIOECONOMIC DATA
David Petit, Elisabeth Petersen, David Smith, Andrew Harvey, Deimos Space UK, United Kingdom; Anna Burzykowska, European Space Agency, Italy; Rogerio Bonifacio, World Food Programme, Italy
THPB.PA.78: REGION PARTITION BASED HYBRID DEEP NETWORK FOR POLARIMETRIC SAR IMAGE CLASSIFICATION
Junfei Shi, Lingjing Xu, Haiyan Jin, Wei Wang, Rong Fei, Shanshan Ji, Xi’an University of Technology, China
THPB.PA.79: STUDY ON LONGWAVE RADIATION ANOMALIES IN THE DUAL EARTHQUAKES IN TURKEY BASED ON LSTM
Ning Mao, Ke Sun, Jingye Zhang, Junqing Zhu, Institute of Earthquake Forecasting, CEA, Beijing 100036, China, China
THPB.PA.80: CDTCL: CROSS-DOMAIN REMOTE SENSING IMAGE TRANSLATION FOR SEMANTIC SEGMENTATION LEVERAGING CONTRASTIVE LEARNING
Ziyao Li, Zhengyi Lei, Mengjie Xie, Hong Ji, Wuhan University, China; Yanzhang Li, Jun Zhu, DFH Satellite Co., Ltd, China; Zhi Gao, Wuhan university, China
THPB.PA.81: BEYOND MEAN SQUARED ERROR: ALTERNATIVE LOSS FUNCTIONS FOR GEOSCIENCE IMAGE REGRESSION WITH NEURAL NETWORKS
Stephen Steckler, Marko Orescanin, Pedro Ortiz, Naval Postgraduate School, United States; Veljko Petkovic, University of Maryland, United States
THPB.PA.82: Semantic Distortion-Aware Network with Cloud Classification for Remote Sensing Cloud Removal
Jialu Sui, Shanjun Xie, Jianuo Jiang, The Chinese University of Hong Kong, Shenzhen, China; Xiaokang Zhang, Wuhan University of Science and Technology, China; Man-On Pun, The Chinese University of Hong Kong, Shenzhen, China
THPB.PA.83: ADVANCED SAR-TO-OPTICAL IMAGE TRANSLATION TECHNIQUES USING JAXA'S HIGH-RESOLUTION LAND-USE AND LAND-COVER MAP
Xuanchao Fu, University of Tokyo, Japan; Toru Kouyama, National Institute of Advance Industrial Science and Technology, Japan; Suomi Seki, University of Tokyo, Japan; Ryosuke Nakamura, National Institute of Advance Industrial Science and Technology, Japan; Ichiro Yoshikawa, University of Tokyo, Japan
THPB.PA.84: SPLM-NET:LARGE SCENE SAR IMAGE REGISTRATION BASED ON POINT AND LINE MATCHING NETWORK
Xiaokun Sun, Zekai Yun, Canbin Hu, Hongyun Chen, Chuan Yang, Deliang Xiang, Beijing University of Chemical Technology, China
THPB.PA.85: OPTICAL AND SAR IMAGE REGISTRATION WITH DEEP REINFORCEMENT LEARNING
Rui Liu, Hongsheng Zhang, The University of Hong Kong, China
THPB.PA.86: TOWARDS EFFICIENT SATELLITE DATA REPRESENTATION LEARNING WITH CONSISTENCY LOSS
Naomi Simumba, Daiki Kimura, Michiaki Tatsubori, International Business Machines Corporation, Japan
THPB.PA.87: ATMOSPHERIC CORRECTIONS FOR EARTH OBSERVATION WITH DEEP LEARNING
Kristoffer Langstad, University of Oslo, Norway; David Völgyes, Science & Technology AS, Norway; Eleonora Jonasova Parelius, University of Oslo, Norway
THPB.PA.88: AN ASSESSMENT OF UNCERTAINTY ESTIMATION METHODS ON FAILURE IMAGE RETRIEVAL FOR LANDCOVER CLASSIFICATION UNDER DOMAIN SHIFT
Chao Ji, Hong Tang, Haoze Shi, Xin Yang, Beijing Normal University, China
THPB.PA.89: A FRAMEWORK FOR SUGARCANE BIOMASS ESTIMATION BY CAPTURING GROWTH DYNAMICS USING SAR AND OPTICAL IMAGERIES
Manikandan Padmanaban, Jagabondhu Hazra, Kamal Das, Hendrik Hamann, IBM Research Labs, India
THPB.PA.90: ACAPSGAN: GENERATIVE ADVERSARIAL NETWORK BASED ON CAPSULE NETWORK AND ATTENTION MECHANISM
Rubo Jin, National University of Defense Technology, China; Jianda Cheng, Linyi University, China; Shiqi Chen, Jie Deng, Wei Wang, National University of Defense Technology, China
THPB.PA.91: ENHANCED AUTOMATED QUALITY ASSESSMENT NETWORK FOR INTERACTIVE BUILDING SEGMENTATION IN HIGH-RESOLUTION REMOTE SENSING IMAGERY
Zhili Zhang, Xiangyun Hu, Jiabo Xu, Wuhan University, China
THPB.PA.92: Monitoring Deforestation in Amazonia with Satellite Image Time Series
Gilberto Camara, Anielli Souza, Ana Paula Dall'Asta, Ana Rorato, Isabel Escada, Felipe Souza, INPE, National Institute for Space Research, Brazil; Rolf Simoes, Open Geo Hub, Netherlands
Resources
No resources available.