AN ANALYSIS OF EFFECTIVENESS 0F TWO STAGE IMPLEMENTATION OF IMAGE FUSION BASED ON 2D LP-DCT, DWT WITH MPCA

AN ANALYSIS OF EFFECTIVENESS 0F TWO STAGE IMPLEMENTATION OF IMAGE FUSION BASED ON 2D LP-DCT, DWT WITH MPCA

Registration ID: IJNRD_193107

Published ID: IJNRD2304655

DOI: Click Here to Get

Dr.S. Kiran , Dr.A. Ashok Kumar , Dr.A. Rajeshkanna , N.Subramanyam , Sinagreddy Hemasri

Image Fusion, Dwt, Laplacian, PCA

In the present world, the use of digital images in communication has drastically increased. Digital image processing is a wide research area on images. It focuses on techniques for image quality, enhancement, segmentation, compression, etc. The limited depth of focus of Optical lenses in CCD devices limits the images to have all the relevant objects in focus. Multi focus Image fusion is the method of merging similar data from two or more multi resolute input images into an output image. The output image will be more explanatory than any of the input images. Fusion is an important method within many different fields such as remote sensing, robotics and medical applications. Many researchers reported various image fusion methods based on high pass filtering technique, DWT (Discrete Wavelet Transform), uniform rational filter bank and LP (Laplacian Pyramid). The existing method using the multi-focus image fusion based on Laplacian pyramid technique is not giving good fused image in terms of performance parameters like Standard deviation, Entropy and Average Gradient for blurred and dull intensity images. Also, it requires more than one multi resoluted input image. A new fusion method is proposed with the combination of contrast stretching and modified PCA (Principal Component Analysis), it may give good fused image in terms of performance parameter as well as visual and human perception compared to the standard and existing image fusion methods. The proposed method will also work well for blurred and dull intensity images.

Published Paper   E-Certificate

"AN ANALYSIS OF EFFECTIVENESS 0F TWO STAGE IMPLEMENTATION OF IMAGE FUSION BASED ON 2D LP-DCT, DWT WITH MPCA", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 4, page no.g410-g418, April-2023, Available :https://ijnrd.org/papers/IJNRD2304655.pdf

Volume 8 Issue 4, April-2023

Pages : g410-g418

Paper Reg. ID: IJNRD_193107

Published Paper Id: IJNRD2304655

Downloads: 000121160

Research Area: Computer Engineering 

Country: ysr kadapa, Andhra Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304655.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304655

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area