TH4.R2.6

TRANSFORMER-BASED FEDERATED LEARNING FOR MULTI-LABEL REMOTE SENSING IMAGE CLASSIFICATION

Barış Büyüktaş, Kenneth Weitzel, Sebastian Völkers, Felix Zailskas, Begüm Demir, Technical University of Berlin, Germany

Session:
TH4.R2: Classification and Clustering V Oral

Track:
Data Analysis

Location:
Mitropoulos

Presentation Time:
Thu, 11 Jul, 18:30 - 18:44

Session Chair:
Arthur Depoian, University of North Texas
Presentation
Discussion
Resources
No resources available.
Session TH4.R2
TH4.R2.1: General Feature Extraction in SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
Max Muzeau, ONERA / Centralesupelec, France; Joana Frontera-Pons, ONERA, France; Chengfang Ren, Centralesupelec, France; Jean-Philippe Ovarlez, ONERA / Centralesupelec, France
TH4.R2.2: CORRELATION-AWARE AVERAGING FOR FEDERATED LEARNING IN REMOTE SENSING DATA CLASSIFICATION
Sergio Moreno-Alvarez, National University of Distance, Spain; Lirong Han, Mercedes E. Paoletti, Juan M. Haut, University of Extremadura, Spain
TH4.R2.3: MULTI-SPECTRAL EFFICIENT LAND USE CLASSIFICATION (MELC)
Arthur Depoian, Aidan Kurz, Colleen Bailey, Parthasarathy Guturu, University of North Texas, United States
TH4.R2.4: HYPERSPECTRAL IMAGE CLASSIFICATION VIA INVERSE MAHALANOBIS ATTENTION NETWORK
Zhi Li, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Ke Zheng, Liaocheng University, China; Longfei Ren, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Yi Liu, Det Norsk Veritas, Norway; Lianru Gao, Aerospace Information Research Institute, Chinese Academy of Sciences, China
TH4.R2.5: EFFICIENT LAND USE CLASSIFICATION FOR BRAZILIAN COFFEE SCENES
Benjamin Hand, Arthur Depoian II, Colleen Bailey, University of North Texas, United States
TH4.R2.6: TRANSFORMER-BASED FEDERATED LEARNING FOR MULTI-LABEL REMOTE SENSING IMAGE CLASSIFICATION
Barış Büyüktaş, Kenneth Weitzel, Sebastian Völkers, Felix Zailskas, Begüm Demir, Technical University of Berlin, Germany
TH4.R2.7: GENERALIZED CATEGORY DISCOVERY FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION
Wenjia Xu, Zijian Yu, Beijing University of Posts and Telecommunications, China; Zhiwei Wei, Jiuniu Wang, Chinese Academy of Sciences, China; Mugen Peng, Beijing University of Posts and Telecommunications, China; ,
Resources
No resources available.