THPB.PA.37

Optical image translation using diffusion models in support of heterogeneous change detection

João Gabriel Vinholi, Luxembourg Institute of Science and Technology; Aeronautics Institute of Technology, Luxembourg; Marco Chini, Anis Amziane, Patrick Matgen, Luxembourg Institute of Science and Technology, Luxembourg; Renato Machado, Aeronautics Institute of Technology, Brazil

Session:
THPB.PA: Novel Methods in AI for Remote Sensing Data Analytics Poster

Track:
AI and Big Data

Location:
Poster Area 4: Trianti Balcony

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.36: SAR DESPECKLING VIA REGIONAL DENOISING DIFFUSION PROBABILISTIC MODEL
Xuran Hu, Ziqiang Xu, Zhihan Chen, Zhengpeng Feng, Mingzhe Zhu, Xidian University, China; LJubisa Stankovic, University of Montenegro, Montenegro
THPB.PA.37: Optical image translation using diffusion models in support of heterogeneous change detection
João Gabriel Vinholi, Luxembourg Institute of Science and Technology; Aeronautics Institute of Technology, Luxembourg; Marco Chini, Anis Amziane, Patrick Matgen, Luxembourg Institute of Science and Technology, Luxembourg; Renato Machado, Aeronautics Institute of Technology, Brazil
THPB.PA.38: HYPERSPECTRAL IMAGE RESTORATION USING SPATIAL-SPECTRAL DIFFUSION NULL-SPACE MODEL
Jian Zhu, Yang Xu, Zebin Wu, Zhihui Wei, Nanjing University of Science and Technology, China
THPB.PA.39: ADAPTATION OF DIFFUSION MODELS FOR REMOTE SENSING IMAGERY
Adriano Ettari, Antonio Nappa, Marco Quartulli, Izar Azpiroz, VICOMTECH, Spain; Longo Giuseppe, Universisty of Napoles, Italy
THPB.PA.40: PROGRESSIVE DIFFUSION AUTOFOCUS FOR SYNTHETIC APERTURE SONAR IMAGERY
Balkan Vedat Bingol, Pennsylvania State University, United States; Isaac D. Gerg, Kitware, Inc, United States; Vishal Monga, Pennsylvania State University, United States
THPB.PA.41: A DIFFUSION MODEL-BASED UNSUPERVISED METHOD FOR ACTIVE JAMMING SUPPRESSION OF SYNTHETIC APERTURE RADAR IMAGES
Xunhao Lin, Ping Lang, Danwei Lu, Tsinghua University, China; Junjun Yin, University of Science and Technology Beijing, China; Jian Yang, Tsinghua University, China
THPB.PA.42: GLACIAL LANDFORM CLASSIFICATION WITH VISION TRANSFORMER AND DIGITAL ELEVATION MODEL
Paweł Nadachowski, Zbigniew Łubniewski, Gdańsk University of Technology, Poland; Jarosław Tęgowski, University of Gdańsk, Poland
THPB.PA.43: CROSS-SENSOR CLOUD DETECTION BASED ON NEURAL STYLE TRANSFER AND EFFICIENT TRANSFORMER
Zhengxin Wang, University of Chinese Academic of Sciences Shenzhen Insititute of Advanced Technology, China; Hongzhong Li, Longlong Zhao, Luyi Sun, Pan Chen, Xiaoli Li, Jinsong Chen, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China
THPB.PA.44: AN ENSEMBLE LEARNING-BASED TRANSFORMER FOR RADAR JAMMING RECOGNITION WITH INSUFFICIENT SAMPLES
Menglu Zhang, Xin He, Yushi Chen, Ye Zhang, Harbin Institute of Technology, China
THPB.PA.45: SWIN TRANSFORMER WITH IMPROVED BLIND-SPOT NETWORK FOR SAR TARGET CLASSIFICATION
Xin He, Yushi Chen, Lingbo Huang, Menglu Zhang, Harbin Institute of Technology, China
THPB.PA.46: IMPROVED SUPERPOINT WITH FEATURE TRANSFORMER FOR REMOTE SENSING IMAGE REGISTRATION
Simeng Liu, Hao Chen, Yubo Gao, Harbin Institute of Technology, China
THPB.PA.47: Transformer-based Incomplete Multi-modal Learning for Land Cover Classification
Guozheng Xu, Xue Jiang, Yue Zhou, Jia Fu, Zicheng Huang, XingZhao Liu, Shanghai Jiao Tong University, China
THPB.PA.48: LANDSLIDENET: ADAPTIVE VISION FOUNDATION MODEL FOR LANDSLIDE DETECTION
Junchuan Yu, Yichuan Li, Yangyang Chen, China Aero Geophysical Survey and Remote Sensing Center for Natural Resources, China; Changhong Hou, China University of Mining and Technology (Beijing), China; Daqing Ge, Yanni Ma, Qiong Wu, China Aero Geophysical Survey and Remote Sensing Center for Natural Resources, China
THPB.PA.49: Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models
Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler, Thomas Brunschwiler, IBM Research Europe, Switzerland
THPB.PA.50: A CROSS-MODAL SEMANTIC MAPPING ENHANCEMENT MODEL FOR REMOTE SENSING VISUAL QUESTION ANSWERING
Dabiao Huang, Xu Tang, Xiangrong Zhang, Xidian University, China; Fang Liu, Nanjing University of Science and Technology, China; Jingjing Ma, Cheng Zhu, Licheng Jiao, Xidian University, China
THPB.PA.51: SELF-SUPERVISED MATCHING NETWORK BASED ON FREQUENCY DOMAIN INFORMATION GUIDANCE FOR REMOTE SENSING IMAGE REGISTRATION
Yuxin Zhou, Ling Wan, Lei Ma, Institute of Automation, Chinese Academy of Sciences, China
THPB.PA.52: NES-VIT-NET: A NESTED VISION TRANSFORMER-BASED NETWORK FOR NEAR-SURFACE NO2 ESTIMATION FROM SATELLITE AND GROUND OBSERVATIONS
Prasanjit Dey, Technological University Dublin, Ireland; Sukriti Dhang, Soumyabrata Dev, University College Dublin, Ireland; Bianca Schoen-Phelan, Technological University Dublin, Ireland
THPB.PA.53: RECONSTRUCTION OF SUBSURFACE TEMPERATURE ANOMALY IN THE WEST PACIFIC OCEAN BASED ON SPATIAL CLUSTERING METHODS
Ruimin Fan, Yang Zhao, Zetao Hu, Fangjie Yu, Ge Chen, Ocean University of China, China
THPB.PA.54: SAR SEA CLUTTER DATA GENERATION BASED ON IMPROVED PIX2PIX NETWORK
Jun Sun, Genwang Liu, Xi Zhang, Chenghui Cao, First Institute of Oceanography, Ministry of Natural Resources, China; Weifeng Sun, China University of Petroleum (East China), China
Resources
No resources available.