17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

WE6.V10.3

Hyperspectral Unmixing with AutoEncoder Network in Wavelet Domain

Chenyang Zhan, Hongyi Liu, Jun Zhang, Nanjing University Of Science And Technology, China
Session:
Advancements in optical target detection and unmixing Multimedia Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 10
Presentation Time:
Wed, 20 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Wed, 20 Jul, 13:35 - 14:45 UTC
Wed, 20 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Chair:
Moussa Sofiane Karoui, Agence Spatiale Algérienne, Centre des Techniques Spatiales
Session Manager:
Marianne Masli
Presentation
Discussion
Resources
No resources available.
Session WE6.V10
WE6.V10.1: RESEARCH OF FAST-ICA ALGORITHM AND ITS IMPROVEMENT
Sichao Wu, Jiacheng Dong, Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, China
WE6.V10.2: OMNIDIRECTIONAL MIRROR GRADIENT DISSIMILARITY FOR INFRARED SMALL TARGET DETECTION
Chaoqun Xia, Wenzhou University, China; Shuhan Chen, Yuan Luo, Zhejiang University, China
WE6.V10.3: Hyperspectral Unmixing with AutoEncoder Network in Wavelet Domain
Chenyang Zhan, Hongyi Liu, Jun Zhang, Nanjing University Of Science And Technology, China
WE6.V10.4: AUTOENCODER IN AUTOENCODER NETWORK BASED ON LOW-RANK EMBEDDING FOR ANOMALY DETECTION IN HYPERSPECTRAL IMAGES
Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Fangxiao Lu, Wuhan University, China; Hong Tat Ewe, Universiti Tunku Abdul Rahman, Malaysia
WE6.V10.5: HYPERSPECTRAL TARGET DETECTION BASED ON TENSOR RPCA WITH CONSTRAINED ENERGY REGULARIZATION
Kun Zhou, Jie Wei, Zebin Wu, Yang Xu, Zhihui Wei, School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China, China
WE6.V10.6: CASCADED AUTOENCODERS FOR SPECTRAL-SPATIAL REMOTELY SENSED HYPERSPECTRAL IMAGERY UNMIXING
Yueshuai Shan, Shaoquan Zhang, Shanqi Hong, Fan Li, Chengzhi Deng, Shengqian Wang, Nanchang Institute of Technology, China
WE6.V10.7: SECONDARY MATCHING ALGORITHM: A NEW HETEROGENEOUS IMAGE MATCHING ALGORITHM FOR THE UAV IMAGE AND SATELLITE REMOTE SENSING IMAGE
Jiaxiang Yu, Yunping Chen, Yan Chen, University of Electronic Science and Technology of China, China; Shilong Li, Hua Zhang, State Grid Sichuan Electric Power Research Institute, China
WE6.V10.8: A GRADIENT-BASED METHOD FOR THE MODIFIED AUGMENTED LINEAR MIXING MODEL ADDRESSING SPECTRAL VARIABILITY FOR HYPERSPECTRAL UNMIXING
Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Agence Spatiale Algérienne, Centre des Techniques Spatiales, Algeria; Yannick Deville, IRAP, Université de Toulouse, UPS-OMP, CNRS, CNES, France
WE6.V10.9: CONSTRAINED ENERGY MINIMIZATION WITH A DNN DETECTOR
Xiaoli Yang, Min Zhao, Shuaikai Shi, Jie Chen, Northwestern Polytechnical University, China
WE6.V10.10: DUAL REWEIGHTED LOW-RANK SPARSE UNMIXING WITH TOTAL VARIATION REGULARIZATION
Danli He, Fan Li, Shaoquan Zhang, Yonggang Chen, Chengzhi Deng, Shengqian Wang, Nanchang Institute of Technology, China