NDLI: Feature Preserving Interpolation of Multispectral Images Using Local Binary Patterns

Content Provider	IEEE Xplore Digital Library
Author	Suthar, I.K. Gajjar, P.P. Mehta, K.A.
Copyright Year	2012
Abstract	In this paper, we propose a novel technique for feature preserving interpolation of multi spectral (MS) images. Given an MS image and a panchromatic (PAN), high resolution MS image is obtained by estimating the details from the PAN image. We exploit the fact that the local geometry of the low resolution MS image is similar to that of the PAN image. The image features such as edges, corners, and curves carry crucial information in remote sensing applications. We models by using local binary patterns that best capture underlying geometric information and obtain high resolution enhancement for the MS images by learning discrete wavelet coefficients of the high resolution features present in PAN image. The proposed technique has been tested on various remotely sensed images. The results show the superiority of the proposed technique over existing interpolation techniques.
Starting Page	143
Ending Page	148
File Size	830255
Page Count	6
File Format	PDF
ISBN	9781467315388
DOI	10.1109/CSNT.2012.40
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-05-11
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Strontium Interpolation Local binary pattern Panchromatic images Image resolution Discrete wavelet transform Image edge detection Discrete wavelet transforms Learning HR coefficients Multispectral images Wavelet coefficients
Content Type	Text
Resource Type	Article

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

Multi-resolution Local extrema patterns using discrete wavelet transform

Multiresolution edge detection in noisy images using wavelet transform

Image super resolution using interpolation and edge extraction in wavelet transform space

Panchromatic IKONOS image classification using wavelet based features

Assessment of WorldView-2 satellite-image fusion using Daubechies Wavelet transform

Fusion of multispectral and panchromatic images combining IHS and dual-tree complex wavelet

Image resolution enhancement based on edge directed interpolation using dual tree — Complex wavelet transform

A wavelet-based image resolution enhancement technique

Analysis of Multispectral Image Using Discrete Wavelet Transform

Feature Preserving Interpolation of Multispectral Images Using Local Binary Patterns

Similar Documents

Multi-resolution Local extrema patterns using discrete wavelet transform

Multiresolution edge detection in noisy images using wavelet transform

Image super resolution using interpolation and edge extraction in wavelet transform space

Panchromatic IKONOS image classification using wavelet based features

Assessment of WorldView-2 satellite-image fusion using Daubechies Wavelet transform

Fusion of multispectral and panchromatic images combining IHS and dual-tree complex wavelet

Image resolution enhancement based on edge directed interpolation using dual tree — Complex wavelet transform

A wavelet-based image resolution enhancement technique

Analysis of Multispectral Image Using Discrete Wavelet Transform

Feature Preserving Interpolation of Multispectral Images Using Local Binary Patterns