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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH1.O-1.1

ATTENTION BASED CONVOLUTION AUTOENCODER FOR DIMENSIONALITY REDUCTION IN HYPERSPECTRAL IMAGES

Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India
Session:
Feature Extraction and Reduction in Hyperspectral Images
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 08:30-08:45 (UTC)
Thu, 15 Jul, 10:30-10:45 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 16:30-16:45 China Standard Time (UTC +8)
Thu, 15 Jul, 04:30-04:45 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Qian Du, Mississippi State University and Shivam Pande, Indian Institute of Technology Bombay
Session Manager:
Khatereh Meshkini
Presentation
Discussion
Resources
Session TH1.O-1
TH1.O-1.1: ATTENTION BASED CONVOLUTION AUTOENCODER FOR DIMENSIONALITY REDUCTION IN HYPERSPECTRAL IMAGES
Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India
TH1.O-1.2: BIDIRECTIONAL GRU BASED AUTOENCODER FOR DIMENSIONALITY REDUCTION IN HYPERSPECTRAL IMAGES
Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India
TH1.O-1.3: LOCAL STRUCTURE GRAPH DISCRIMINANT EMBEDDING FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Zehua Zou, Chongqing University, China; Fulin Luo, Wuhan University, China; Jiamin Liu, Chonqing University, China; Guangyao Shi, Chongqing University of Posts and Telecommunications, China; Yufei Liu, Chonqing University, China
TH1.O-1.4: LOCAL BROWNIAN DESCRIPTOR BASED FEATURE EXTRACTION METHOD FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Shuzhen Zhang, Shutao Li, Ting Lu, Hunan University, China
TH1.O-1.5: HYPERSPECTRAL IMAGE CLASSIFICATION BY FRACTIONAL DISCRETE COSINE TRANSFORM BASED FEATURE EXTRACTION
Helgi Omarsson, Qian Du, Mississippi State University, Iceland

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