WEP2.PJ: AI Impact and On-board Hyperspectral Data Analytics II
Wednesday, 6 August, 14:30 - 15:45
Location: Plaza Ballroom: Poster Area J
Session Type: Poster
Session Chair: Zhichang Guo, Harbin Institute of Technology
Track: Community-Contributed Sessions
Plaza Ballroom: Poster Area J

WEP2.PJ.1: DISCRIMINATING ROBUSTA COFFEE (COFFEA CANEPHORA) CROPPING SYSTEMS USING LEAF-LEVEL HYPERSPECTRAL DATA
Getachew Kebede Aragaw, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya and University of KwaZulu-Natal Pietermaritzburg, School of Agricultural, Earth, and Environmental Sciences, South Africa, Kenya; Bester Tawona Mudereri, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya and International Potato Centre, Kacyiru, Kigali, Rwanda, Rwanda; Elfatih M. Abdel-Rahman, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya and University of KwaZulu-Natal Pietermaritzburg, School of Agricultural, Earth, and Environmental Sciences, South Africa, Kenya; Onisimo Mutanga, University of KwaZulu-Natal Pietermaritzburg, School of Agricultural, Earth, and Environmental Sciences, South Africa, South Africa; Tobias Landmann, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya, Kenya; John Odindi, University of KwaZulu-Natal Pietermaritzburg, School of Agricultural, Earth, and Environmental Sciences, South Africa, South Africa; Natacha Motisi, Fabrice Pinard, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya and Centre de Coopération Internationale en Recherche Agronomique pour le Développement, UMR PHIM, Nairobi, Kenya, Kenya; Henri E. Z. Tonnang, International Centre of Insect Physiology and Ecology (icipe), Nairobi, Kenya and University of KwaZulu-Natal Pietermaritzburg, School of Agricultural, Earth, and Environmental Sciences, South Africa, Kenya
Plaza Ballroom: Poster Area J

WEP2.PJ.2: MULTI-BRANCH FUSION NETWORK BASED ON DYNAMIC GROUPING CONVOLUTION FOR MULTIMODAL REMOTE SENSING IMAGE CLASSIFICATION
Guolong Li, Lu Zhang, Zhaoshuang He, Rong Lan, Wen Xie, Haiyan Yu, Wenqiang Hua, Binyan Xu, Xi’an University of Posts and Telecommunications, China
Plaza Ballroom: Poster Area J

WEP2.PJ.3: NONLINEAR BLIND HYPERSPECTRAL UNMIXING VIA GENERALIZED MIXING MECHANISM FITTING AND ENDMEMBER CONSTRAINTS
Dong Chen, Harbin Institute of Technology, China; Xuejian Liang, Shanghai Aerospace Electronic Technology Institute, China; Linlin Wang, Junping Zhang, Harbin Institute of Technology, China
Plaza Ballroom: Poster Area J

WEP2.PJ.4: BOOSTING THE GENERALIZATION ABILITY FOR HYPERSPECTRAL IMAGE CLASSIFICATION USING SPECTRAL–SPATIAL AXIAL AGGREGATION TRANSFORMER
Enzhe Zhao, Zhichang Guo, Shengzhu Shi, Yao Li, Jia Li, Dazhi Zhang, Harbin Institute of Technology, China
Plaza Ballroom: Poster Area J

WEP2.PJ.5: SWIN-BASED SPECTRAL-ATTENTIVE SELF-SUPERVISED FEW-SHOT (SASS-FS)
JianXin Chen, Mudanjiang Normal University, China; baisen liu, Heilongjiang Institute of Technology, China; WuLin Zhang, HuanLin Chen, Mudanjiang Normal University, China
Plaza Ballroom: Poster Area J

WEP2.PJ.6: DUAL-DOMAIN MASKED IMAGE MODELING: A SELF-SUPERVISED PRETRAINING STRATEGY USING SPATIAL AND FREQUENCY DOMAIN MASKING FOR HYPERSPECTRAL DATA
Shaheer Mohamed, Tharindu Fernando, Sridha Sridharan, Signal Processing, Artificial Intelligence and Vision Technologies, Queensland University of Technology, Australia; Peyman Moghadam, CSIRO Robotics, Data61, CSIRO, Australia; Clinton Fookes, Signal Processing, Artificial Intelligence and Vision Technologies, Queensland University of Technology, Australia
Plaza Ballroom: Poster Area J

WEP2.PJ.7: LEVERAGING HYPERSPECTRAL FEATURES FOR BIOMASS ESTIMATION IN CHINESE BROCCOLI: ASSESSING THE PHYSIOLOGICAL IMPACT OF IRON DOSAGE
Aravind Harikumar, Nanyang Technological University, Singapore; Itamar Shenhar, Hebrew University of Jerusalem, Israel; Miguel R. Pebes-Trujillo, Lin Qin, Nanyang Technological University, Singapore; Menachem Moshelion, Hebrew University of Jerusalem, Israel; Jie He, Kee Woei Ng, Nanyang Technological University, Singapore; Matan Gavish, Ittai Herrmann, Hebrew University of Jerusalem, Israel
Plaza Ballroom: Poster Area J

WEP2.PJ.8: Hyperspectral Image Denoising Using Wavelet Spatial-Spectral Attention
Yinhu Wu, Junping Zhang, Dongyang Liu, Bin Zou, Harbin Institute of Technology, China
Plaza Ballroom: Poster Area J

WEP2.PJ.9: UNSUPERVISED RED TIDE DETECTION IN HYPERSPECTRAL REMOTE SENSING IMAGES: A HYPERGRAPH-BASED METHOD INCORPORATING SPECTRAL SIMILARITY AND SPATIAL DISTANCES
Ning Zhang, Xueqian Wang, Li Gang, Tsinghua University, China
Plaza Ballroom: Poster Area J

WEP2.PJ.10: EXEMPLAR-FREE LIFELONG HYPERSPECTRAL CLASSIFICATION WITH SPECTRAL-SPATIAL PROTOTYPE ALIGNMENT
Zhenlin Li, Hunan University, China; Shaobo Xia, Changsha University of Science and Technology, China; Jun Yue, Central South University, China; Leyuan Fang, Hunan University, China
Plaza Ballroom: Poster Area J

WEP2.PJ.11: EFFICIENT ADAPTATION OF FOUNDATION MODELS FOR HYPERSPECTRAL DATA WITH SHARED DUAL-BRANCH AND SPATIAL-SPECTRAL ATTENTION
Yuchen Deng, Yang Xu, Zebin Wu, Zhihui Wei, Nanjing University of Science and Technology, China
Plaza Ballroom: Poster Area J

WEP2.PJ.12: A SPATIAL-SPECTRAL EFFICIENT METHOD OF MAMBA FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Xiang Li, Zhenwei Wei, Yongling Yu, Wenli Zhang, Zhifan Zhang, Xiaoyu Zhang, Zhengzhou University of Aeronautics, China