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

WE1.O1.3

FEEDBACK CONVOLUTION BASED AUTOENCODER FOR DIMENSIONALITY REDUCTION IN HYPERSPECTRAL IMAGES

Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India
Session:
Feature Extraction and Reduction Oral In-Person
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Conference Hall 1
Presentation Time:
Wed, 20 Jul, 09:30 - 09:45 Malaysia Time (UTC +8)
Wed, 20 Jul, 03:30 - 03:45 Central European Time (UTC +2)
Wed, 20 Jul, 01:30 - 01:45 UTC
Tue, 19 Jul, 21:30 - 21:45 Eastern Time (UTC -4)
Session Co-Chairs:
Xiaoxiang Zhu, German Aerospace Center, Technical University of Munich and Biplab Banerjee, Indian Institute of Technology Bombay
Session Manager:
Farrah Nurdiana Ibrahim
Presentation
Discussion
Resources
No resources available.
Session WE1.O1
WE1.O1.1: SELF-SUPERVISED VISION TRANSFORMERS FOR JOINT SAR-OPTICAL REPRESENTATION LEARNING
Yi Wang, Conrad M. Albrecht, German Aerospace Center, Germany; Xiaoxiang Zhu, German Aerospace Center, Technical University of Munich, Germany
WE1.O1.2: RSINET: INPAINTING REMOTELY SENSED IMAGES USING TRIPLE GAN FRAMEWORK
Advait Kumar, Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India; Dipesh Tamboli, Purdue University, United States
WE1.O1.3: FEEDBACK CONVOLUTION BASED AUTOENCODER FOR DIMENSIONALITY REDUCTION IN HYPERSPECTRAL IMAGES
Shivam Pande, Biplab Banerjee, Indian Institute of Technology Bombay, India
WE1.O1.4: CONVOLUTIONAL AUTOENCODER ALGORITHM FOR ON-BOARD IMAGE COMPRESSION
Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon, Tor Vergata University of Rome, Italy
WE1.O1.5: Image registration of very-high-resolution satellite images using deep learning model for outlier elimination
Taeheon Kim, Yerin Yun, Changhui Lee, Youkyung Han, Seoul National University of Science and Technology, South Korea; Junho Yeom, Gyeongsang National University, South Korea
WE1.O1.6: BUILDING IMPACT ANALYSIS FOR VERY-HIGH-RESOLUTION IMAGE CO-REGISTRATION
Jueon Park, Taeheon Kim, Aisha Javed, Changhui Lee, Youkyung Han, Seoul National University of Science and Technology, South Korea