GC-P7.5

THE HYPER-OBJECT CHALLENGE: INFERRING BEYOND THE VISIBLE IN LOW-COST HYPERSPECTRAL IMAGING

Pai Chet Ng, Gabriel Jun Rong Lee, Singapore Institute of Technology, Singapore; Seyed Mohammad Sheikholeslami, University of Toronto, Canada; Malcolm Yoke Hean Low, Singapore Institute of Technology, Singapore; Nikolaos Boulgouris, Brunel University of London, United Kingdom of Great Britain and Northern Ireland; Thirimachos Bourlai, University of Georgia, United States of America; Juwei Lu, Konstantinos N. Plataniotis, University of Toronto, Singapore
Session:
GC-P7: Reconstructing Hyperspectral Cubes of Everyday Objects from Low-Cost Inputs (Hyper-Object) Poster
Track:
SP Grand Challenges
Location:
Poster Area 43
Presentation Time:
Thu, 7 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session GC-P7
GC-P7.1: MOSAIC-AWARE CHANNEL-ENHANCED GLOBAL SPECTRAL MODELING FOR HYPERSPECTRAL RECONSTRUCTION FROM MOSAIC IMAGES
Xiaojun Sun, Congyi Fan, Harbin Engineering University, China; Mingming Yang, State Key Laboratory of Space Information System and Integrated Application, China; Mingjie Xie, Beihang University, China; Guozheng Zheng, Xuanjia Zhao, Jiale Huang, Harbin Engineering University, China; Pengming Feng, State Key Laboratory of Space Information System and Integrated Application, China; Jian Guan, Harbin Engineering University, China
GC-P7.2: SATE: SPATIAL-SPECTRAL ATTENTION TRANSFORMER ENSEMBLE FOR HYPERSPECTRAL RECONSTRUCTION
Elisey Zhdanov, Daniil Vladimirov, Yasin Mamedov, Egor Ershov, Color Reproduction and Synthesis Institute, Russian Federation
GC-P7.3: JOINT SUPER-RESOLUTION AND SPECTRAL RECONSTRUCTION VIA LINEAR INITIALIZATION OF A PRETRAINED RGB MODEL
Gevorg Khachatryan, Varduhi Yeghiazaryan, American University of Armenia, Armenia
GC-P7.4: A CLEAR STARTING POINT: A REPRODUCIBLE EXPERIMENTAL FRAMEWORK FOR THE ICASSP 2026 HYPER-OBJECT CHALLENGE
Jasmine Battestin, Tárik Ponte e Sá, João Caixeta, Ana Caznok Silveira, Denis Fantinato, Paula Costa, Universidade Estadual de Campinas (UNICAMP), Brazil
GC-P7.5: THE HYPER-OBJECT CHALLENGE: INFERRING BEYOND THE VISIBLE IN LOW-COST HYPERSPECTRAL IMAGING
Pai Chet Ng, Gabriel Jun Rong Lee, Singapore Institute of Technology, Singapore; Seyed Mohammad Sheikholeslami, University of Toronto, Canada; Malcolm Yoke Hean Low, Singapore Institute of Technology, Singapore; Nikolaos Boulgouris, Brunel University of London, United Kingdom of Great Britain and Northern Ireland; Thirimachos Bourlai, University of Georgia, United States of America; Juwei Lu, Konstantinos N. Plataniotis, University of Toronto, Singapore
GC-P7.6: STREAMLINED SPECTRAL TRANSFORMER WITH PHYSICALLY-ALIGNED PIXELSHUFFLE FOR HYPERSPECTRAL RECONSTRUCTION
Jen-Wei Lee, National Cheng Kung University, Taiwan; Bang-Kang Chen, Ting-Yao Chen, National Yang Ming Chiao Tung University, Taiwan; Chao-Lin Chang, Chia-Ming Lee, National Cheng Kung University, Taiwan; Chih-Chung Hsu, National Yang Ming Chiao Tung University, Taiwan
Contacts