UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 11 | Issue 3 | March 2024

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 5 Issue 12
December-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIREB06162


Registration ID:
233870

Page Number

1333-1337

Share This Article


Jetir RMS

Title

FAST GUIDED FILTER BASED MULTI-FOCUS IMAGE FUSION THROUGH FOCUS REGION DETECTION

Abstract

In an efficacy method of information fusion, multi-focus image fusion has been attracting great interests in applications like image processing and computer vision. This paper proposes a multi- focus image fusion method based on focus region detection using mean filter and fast guided filter. Firstly, a novel focus region detection method is presented, which uses fast guided filter to refine the rough focus maps obtained by mean filter and difference operator. An initial decision map is got via the pixel-wise maximum rule, and optimized to generate final decision map by using fast guided filter again. Finally, the fused image is obtained by the pixel- wise weighted-averaging rule with the final decision map. Experimental results demonstrate that the novel focus region detection method has stronger robustness to different noises, and higher computational efficiency than other focus measures. Our proposed method implements efficiently and outperforms some state- of-the-art approaches both in visual effect and objective evaluation.

Key Words

IMAGE FUSION,FAST GUIDED FILTER,FOCUS MEASURES,GUIDED FILTER

Cite This Article

"FAST GUIDED FILTER BASED MULTI-FOCUS IMAGE FUSION THROUGH FOCUS REGION DETECTION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 12, page no.1333-1337, December 2018, Available :http://www.jetir.org/papers/JETIREB06162.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"FAST GUIDED FILTER BASED MULTI-FOCUS IMAGE FUSION THROUGH FOCUS REGION DETECTION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 12, page no. pp1333-1337, December 2018, Available at : http://www.jetir.org/papers/JETIREB06162.pdf

Publication Details

Published Paper ID: JETIREB06162
Registration ID: 233870
Published In: Volume 5 | Issue 12 | Year December-2018
DOI (Digital Object Identifier):
Page No: 1333-1337
Country: KURNOOL, ANDHRA PRADESH, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0003015

Print This Page

Current Call For Paper

Jetir RMS