NDLI: Missing Information Reconstruction of Remote Sensing Data: A Technical Review

Content Provider	IEEE Xplore Digital Library
Author	Huanfeng Shen Xinghua Li Qing Cheng Chao Zeng Gang Yang Huifang Li Liangpei Zhang
Copyright Year	2013
Abstract	Because of sensor malfunction and poor atmospheric conditions, there is usually a great deal of missing information in optical remote sensing data, which reduces the usage rate and hinders the follow-up interpretation. In the past decades, missing information reconstruction of remote sensing data has become an active research field, and a large number of algorithms have been developed. However, to the best of our knowledge, there has not, to date, been a study that has been aimed at expatiating and summarizing the current situation. This is therefore our motivation in this review. This paper provides an introduction to the principles and theories of missing information reconstruction of remote sensing data. We classify the established and emerging algorithms into four main categories, followed by a comprehensive comparison of them from both experimental and theoretical perspectives. This paper also predicts the promising future research directions.
Starting Page	61
Ending Page	85
Page Count	25
File Size	8066952
File Format	PDF
ISSN	21686831
Volume Number	3
Issue Number	3
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-01-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Remote sensing Image reconstruction Data integration Interpolation Three-dimensional displays Atmospheric measurements
Content Type	Text
Resource Type	Article
Subject	Earth and Planetary Sciences Instrumentation Computer Science Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Computer animation of remote sensing-based time series data sets

An Evaluation of Interpolation Techniques for Reconstructing Ionospheric TEC Maps

Three-dimensional effects in the remote sensing of surface albedo

Total ozone mapping by integrating databases from remote sensing instruments and empirical models

Satellite Remote Sensing in Support of an Integrated Ocean Observing System

Hyperspectral Remote Sensing Data Analysis and Future Challenges

Analysis of Artifacts in Subpixel Remote Sensing Image Registration

A Variable-Resolution Probabilistic Three-Dimensional Model for Change Detection

Estimation of Atmospheric Species Concentrations from Remote Sensing Data

Missing Information Reconstruction of Remote Sensing Data: A Technical Review

Similar Documents

Computer animation of remote sensing-based time series data sets

An Evaluation of Interpolation Techniques for Reconstructing Ionospheric TEC Maps

Three-dimensional effects in the remote sensing of surface albedo

Total ozone mapping by integrating databases from remote sensing instruments and empirical models

Satellite Remote Sensing in Support of an Integrated Ocean Observing System

Hyperspectral Remote Sensing Data Analysis and Future Challenges

Analysis of Artifacts in Subpixel Remote Sensing Image Registration

A Variable-Resolution Probabilistic Three-Dimensional Model for Change Detection

Estimation of Atmospheric Species Concentrations from Remote Sensing Data

Missing Information Reconstruction of Remote Sensing Data: A Technical Review