A Review of Image Fusion Methods
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 3
Abstract
Image fusion is the process of combining relevant information from two or more images into a single image. The resulting image will be more informative than any of the input images. There are many image fusion methods. This paper present a literature review on some of the image fusion techniques for image fusion and propose novel higher order singular value decomposition (HOSVD) based image fusion algorithm. Image fusion depends on local information of source images, the proposed algorithm picks out informative image patches of source images to constitute the fused image by processing the divided subtensors rather than the whole tensor. The sum of absolute values of the coefficients (SAVC) from HOSVD of subtensors is employed for activity-level measurement to evaluate the quality of the related image patch, and a novel sigmoid-function-like coefficientcombining scheme is applied to construct the fused result.
Authors and Affiliations
Hatte S. C*1
Keywords
Related Articles
- EP ID EP143213
- DOI -
- Views 68
- Downloads 0
A REVIEW PAPER ON DIAGNOSIS OF BREAST CANCER USING DIGITAL MAMMOGRAM IMAGES
Breast cancer is presently a greatest threat existing among the women. Early detection of breast cancer helps to diagnose the disease and can enhance the life time of patient. The most common deformity that may si...
INTRODUCTION OF GENERALIZED LAPLACE-FRACTIONAL MELLIN TRANSFORM
In present era, Fractional Integral Transform plays an important role in various fields of mathematics and Technology. Mellin transform has an many application in navigations, correlaters, in area of statistic...
DESIGN AND DEVELOPMENT OF INTELLIGENT LIGHTING SYSTEM FOR SMART HOUSES
Energy conservation is the most important factor in recent human life, more wastage of energy is caused by the inefficient use of the consumer electronics. Energy saving in buildings not only saves money and a...
A Novel System Modeling for Investigating Security Challenges in Cognitive Radio Networks
As wireless communication increases day by day the available spectrum becomes scarcer as the demand for spectrum usage increasing day by day for all wireless applications. The major cause is significant amount of...
Use Of Software Metrics To Measure And Improve The Quality Of The Software
The software development process plays an important role in the field of Information & Telecommunication ( The project managers are emphasis to improve the quality of the software process. To provide the good...