IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical | July 12–16 2021 • Virtual

International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE1.O-4.1

ANOMALY DETECTION IN HYPERSPECTRAL IMAGE USING 3D-CONVOLUTIONAL VARIATIONAL AUTOENCODER

Jingfa Zhang, Yang Xu, Nanjing University of Science and Technology, China; Tianming Zhan, Nanjing Audit University, China; Zebin Wu, Zhihui Wei, Nanjing University of Science and Technology, China

Session:

Advanced Target Detection Method in Hyperspectral/Lidar/Radar

Track:

Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:

Wed, 14 Jul, 08:30-08:45 (UTC)
Wed, 14 Jul, 10:30-10:45 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 16:30-16:45 China Standard Time (UTC +8)
Wed, 14 Jul, 04:30-04:45 Eastern Daylight Time (UTC -4)

Session Co-Chairs:

Carmela Galdi, Università degli Studi del Sannio and Yuanwen Yue, ETH Zurich

Session Manager:

Pietro Mastro

Session WE1.O-4

WE1.O-4.1: ANOMALY DETECTION IN HYPERSPECTRAL IMAGE USING 3D-CONVOLUTIONAL VARIATIONAL AUTOENCODER

Jingfa Zhang, Yang Xu, Nanjing University of Science and Technology, China; Tianming Zhan, Nanjing Audit University, China; Zebin Wu, Zhihui Wei, Nanjing University of Science and Technology, China

WE1.O-4.2: IMBALANCED MULTI-CLASS CLASSIFICATION OF HYPERSPECTRAL IMAGE BASED ON SMOTE AND DEEP ROTATION FOREST

Xian Zhong, Yinghui Quan, Wei Feng, Xidian University, China; Qiang Li, Northwestern Polytechnical University, China; Gabriel Dauphin, University Paris XIII, France; Mengdao Xing, Xidian University, China

WE1.O-4.3: AUTOMATIC DETECTION AND MAPPING OF HIGHWAY GUARDRAILS FROM MOBILE LIDAR POINT CLOUDS

Yuanwen Yue, ETH Zurich, Switzerland; Maged Gouda, Karim El-Basyouny, University of Alberta, Canada

WE1.O-4.4: SELF-SUPERVISED SPECTRAL MATCHING NETWORK FOR HYPERSPECTRAL TARGET DETECTION

Can Yao, Yuan Yuan, Zhiyu Jiang, Northwestern Polytechnical University, China

WE1.O-4.5: SAR TARGET DETECTION NETWORK BASED ON SALIENCY-COMBINED SINGLE SHOT MULTI BOX DETECTOR

Lu Li, Lan Du, Yuang Du, Xidian University, China

WE1.O-4.6: WGAN-GP-BASED SYNTHETIC RADAR SPECTROGRAM AUGMENTATION IN HUMAN ACTIVITY RECOGNITION

Lele Qu, Yutong Wang, Tianhong Yang, Lili Zhang, Yanpeng Sun, Shenyang Aerospace University, China

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