IGARSS 2026 || Washington, D.C. || 9

WE1.R13: Unsupervised, Few Shot, and Transfer Learning

Wednesday, 12 August, 08:30 - 09:45

Location: Georgetown West

Session Type: Oral

Track: Theory and Techniques

Wed, 12 Aug, 08:30 - 08:45

WE1.R13.1: DEEP SPATIALLY-REGULARIZED AND SUPERPIXEL-BASED DIFFUSION LEARNING FOR UNSUPERVISED HYPERSPECTRAL IMAGE CLUSTERING

Vutichart Buranasiri, James Murphy, Tufts University, United States

Wed, 12 Aug, 08:45 - 09:00

WE1.R13.2: CLUSTERING NDVI TIME SERIES TO ESTIMATE PHENOLOGY CURVES IN NORTHWESTERN MEXICAN ARID MANGROVES

Inder Tecuapetla-Gómez, Secretaria de Ciencias, Humanidades, Tecnología e Innovación (SECIHTI), Mexico; Samuel Velázquez-Salazar, Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Mexico

Wed, 12 Aug, 09:00 - 09:15

WE1.R13.3: MHH-PROTONET: LEVERAGING HIERARCHICAL LABEL ONTOLOGY FOR ENHANCED FEW-SHOT SCENE CLASSIFICATION

Keli Cheng, Northwest Missouri State University, United States; Grant Scott, University of Missouri, United States; Weipeng Wu, Northwest Missouri State University, United States

Wed, 12 Aug, 09:15 - 09:30

WE1.R13.4: DUAL-DOMAIN FEATURE REPRESENTATION BASED CONTRASTIVE NETWORK FOR FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION

Rujun Zhang, Wenming Cao, Shenzhen University, China; Qifan Liu, Shenzhen Polytechnic University, China