IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
WEP2.PD: Image Segmentation
Wednesday, 12 August, 15:00 - 16:15
Location: Columbia, Poster Area D
Session Type: Poster
Session Chair: Dylan Boyd, Mississippi State University
Track: Theory and Techniques
Columbia, Poster Area D

WEP2.PD.1: SCSEG: END-TO-END SPATIAL-AWARE CROSS-VIEW OBJECT SEGMENTATION
Yuhui Chen, Zehao Zhang, Keying Peng, Yufeng Wang, Wenrui Ding, Beihang University, China
Columbia, Poster Area D

WEP2.PD.2: From Prompt to Plot: Proof-of-Concept for Segmentation of Agricultural Landscapes in Aerial Imagery Using SAM 3 Agent
Marcel Hudcovic, Institute of Geography, Slovak Academy of Sciences, Slovakia; Francesca Drăguț, Bronwyn Price, Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Switzerland; Róbert Pazúr, Institute of Geography, Slovak Academy of Sciences, Slovakia
Columbia, Poster Area D

WEP2.PD.3: TRANSFORMER-BASED SEMANTIC SEGMENTATION FOR LANDSLIDE MAPPING FROM REMOTE-SENSING IMAGERY
Gazali Agboola, Leila Hashemi Beni, North Carolina A&T State University, United States
Columbia, Poster Area D

WEP2.PD.4: EXTRACTING RURAL ROAD FROM REMOTE SENSING IMAGERY VIA A FEATURE PERCEPTION NETWORK BASED ON MIX VISION TRANSFORMER
Lingfeng Lou, Ningjing Wang, Xinyu Wang, Wuhan University, China
Columbia, Poster Area D

WEP2.PD.5: METAHEURISTIC-DRIVEN AUTOMATIC LOSS AND CLASS-WEIGHT TUNING FOR REMOTE SENSING SEMANTIC SEGMENTATION
Ke Wang, Hengxiang He, Shaoqin Yuan, Xin Zhang, Yongjun Wang, Jiawen Li, Southwest Institute of Technical Physics, China
Columbia, Poster Area D

WEP2.PD.6: AN IMPROVED PIDNET FOR SEMANTIC SEGMENTATION OF UAV REMOTE SENSING IMAGERY
Jixiang Ba, Xuezhi Lou, Shuang Yu, Zixuan Teng, Lu Xi, University of Electronic Science and Technology of China, China
Columbia, Poster Area D

WEP2.PD.7: Controlled Benchmark of Visual State-Space Backbones with Domain-Shift and Boundary Analysis for Remote-Sensing Segmentation
Nichula Wasalathilaka, Dineth Perera, Oshadha Samarakoon, Buddhi Wijenayake, Roshan Godaliyadda, Vijitha Herath, Parakrama Ekanayake, University of Peradeniya, Sri Lanka
Columbia, Poster Area D

WEP2.PD.8: BDA-SAM: BUILDING DAMAGE ASSESSMENT FROM BI-TEMPORAL HIGH-RESOLUTION IMAGERY WITH AN ENHANCED SEGMENT ANYTHING MODEL
Wenli Liu, Ailong Ma, Yanfei Zhong, Wuhan University, China
Columbia, Poster Area D

WEP2.PD.9: Dynamic Graph Learning with Multi-Scale Aggregation: A Residual Attention GCN for SAR Segmentation
Hang Yu, jiaye liang, Xidian University, China; Lei Wang, Hainan Aerospace Information Research Institute, China