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

TU2.R13: Attention and Graph Models for Image Classification

Tuesday, 11 August, 11:00 - 12:15

Location: Georgetown West

Session Type: Oral

Track: Theory and Techniques

Tue, 11 Aug, 11:00 - 11:15

TU2.R13.1: SEMANTIC-DRIVEN GRAPH REASONING WITH LIGHTWEIGHT AGGREGATION FOR HSI-LIDAR/SAR IMAGE JOINT CLASSIFICATION

Jiaqi Yang, Min Chen, University of Wisconsin–Madison, United States

Tue, 11 Aug, 11:15 - 11:30

TU2.R13.2: A ROBUST GRAPH-BASED FRAMEWORK FOR ACCURATE FIRST ARRIVAL PICKING IN SEISMIC EXPLORATION

Musab Alsheikh, Wail Mousa, King Fahd University of Petroleum and Minerals, Saudi Arabia

Tue, 11 Aug, 11:30 - 11:45

TU2.R13.3: Enhancing Multi-label Scene Classification using Novel Co-occurrence Aware Loss Functions in Remote Sensing Images

Shreyansh Aswal, Ushasi Chaudhuri, Shailesh Deshpande, Tata Consultancy Services Ltd, India

Tue, 11 Aug, 11:45 - 12:00

TU2.R13.4: HISTOGRAM-BASED PARAMETER-EFFICIENT TUNING FOR PASSIVE AND ACTIVE SONAR CLASSIFICATION

Amirmohammad Mohammadi, Texas A&M University, United States; Davelle Carreiro, Alexandra Van Dine, Massachusetts Institute of Technology Lincoln Laboratory, United States; Joshua Peeples, Texas A&M University, United States