TH3.R6: Generative AI in Remote Sensing
Thu, 11 Jul, 14:40 - 16:20
Location: Skalkotas Hall
Session Type: Oral
Session Co-Chairs: Zhitong Xiong, TUM and Eric Brune, KTH Royal Institute of Technology
Track: AI and Big Data
Thu, 11 Jul, 14:40 - 14:54

TH3.R6.1: A GENERATIVE ARTIFICIAL INTELLIGENCE FRAMEWORK FOR EARTH OBSERVATION ANALYSIS
Otto Wagner, Jeffrey Gordon, Analytical Mechanics Associates, United States; Aya Mousa, Binera Inc, Jordan; Brian Terry, Joshua Baptist, Oguz Yetkin, Analytical Mechanics Associates, United States; David Borges, NASA, United States; Sanjay Gowda, Analytical Mechanics Associates, United States
Thu, 11 Jul, 14:54 - 15:08

TH3.R6.2: COMPLEX-VALUED WASSERSTEIN GAN FOR SAR IMAGE GENERATION
Victor Dhédin, Jeremie Levi, Jérémy Fix, Chengfang Ren, Israel Hinostroza, CentraleSupelec, France
Thu, 11 Jul, 15:08 - 15:22

TH3.R6.3: A FRAMEWORK FOR REALISTIC PAIRED DATASET GENERATION FOR DEEP LEARNING BASED RESTORATION OF SATELLITE IMAGES
Ashutosh Gupta, Subhajit Paul, Indian Space Research Organisation, India; Arghya Bhattacharya, Vellore Institute of technology, India; Prachi Jain, Indus University, India
Thu, 11 Jul, 15:22 - 15:36

TH3.R6.4: DIFFUSION-GEO: A TWO-STAGE CONTROLLABLE TEXT-TO-IMAGE GENERATIVE MODEL FOR REMOTE SENSING SCENARIOS
Miaoxin Cai, Wei Zhang, Tong Zhang, Yin Zhuang, He Chen, Liang Chen, Beijing Institute of Technology, China
Thu, 11 Jul, 15:36 - 15:50

TH3.R6.5: A TERRAIN FEATURE GUIDED-DIFFUSION MODEL FOR VOID FILLING OF DIGITAL ELEVATION MODELS
Yingying Yuan, Ji Zhao, School of Computer Science, China University of Geosciences, Wuhan, China, China; Changliang Shao, China Meteorological Administration Meteorological Observation Center, Beijing, China, China; Yuting Dong, School of Geography and Information Engineering, China University of Geosciences, Wuhan, China, China
Thu, 11 Jul, 15:50 - 16:04

TH3.R6.6: SAR-TO-OPTICAL TRANSLATION USING CONDITIONAL DIFFUSION MODELS FOR WILDFIRE-BURNED AREA SEGMENTATION
Eric Brune, Yifang Ban, KTH Royal Institute of Technology, Sweden
Thu, 11 Jul, 16:04 - 16:18

TH3.R6.7: Adaptive Spatial and Multi-Variable Generalization of 4DVarNet in ocean colour Remote Sensing
Clément Dorffer, Thi Thuy Nga Nguyen, Ronan Fablet, IMT-Atlantique, France; Fréderic Jourdin, SHOM, France
Thu, 11 Jul, 16:18 - 16:32

TH3.R6.8: RS-AGENT: LARGE LANGUAGE MODELS GUIDED AGENT SYSTEM FOR REMOTE SENSING IMAGE GENERATION
Lingxuan Zhu, National Key Laboratory of Scattering and Radiation；Xidian University, China; Jiaji Wu, Biao Wang, Guoshuai Zhang, Jiarong Wang, Shaohong Chen, Mingzhou Tan, Xidian University, China