BEMD–SIFT feature extraction algorithm for image processing application

2016 ◽  
Vol 76 (11) ◽  
pp. 13153-13172 ◽  
Author(s):  
Feng-Ping An ◽  
Xian-Wei Zhou
Keyword(s):  
Image Processing ◽  
Feature Extraction ◽  
Processing Application ◽  
Sift Feature ◽  
Image Processing Application ◽  
Feature Extraction Algorithm ◽  
Extraction Algorithm

scholarly journals A Novel Method for Feature Extraction using Color Layout Descriptor (CLD) and Edge histogram Descriptor (EHD)

2020 ◽  
Vol 9 (4) ◽  
pp. 2147-2150
Keyword(s):  
Image Processing ◽  
Feature Extraction ◽  
Development Process ◽  
Extraction Techniques ◽  
Processing Application ◽  
Image Processing Application ◽  
Novel Method ◽  
Low Efficiency ◽  
Almost All ◽  
Edge Histogram

Now days, Image processing finds diversified applications in almost all field of life. The success of any image processing application is depends on proper feature extraction technique. To extract good and proper features is very interesting and challenging task in the development process. It is used to describe the image based on its contents. These extracted features are used to compare, analyse and/or search the analogous images. There are various feature extraction techniques are found in the literature to design various applications. However any image processing application generates images with high dimensionality, which will be results in the low efficiency of an application. This paper provides an approach to extract features from the images using MPEG-7 feature extraction techniques. The approach discussed in the paper uses two popular MPEG-7 visual content descriptors; they are namely Edge Histogram Descriptor (EHD) and Color Layout Descriptor (CLD). The concept results in reduction of dimensions of an image to improve the efficiency of the application. It can be used as a heart to design any image processing application as well as provides strong foundation to develop variety of applications.

Corresponding Feature Extraction Algorithm between Infrared and Visible Images Using MSER

2011 ◽  
Vol 33 (7) ◽  
pp. 1625-1631 ◽  
Author(s):  
Lin Lian ◽  
Guo-hui Li ◽  
Hai-tao Wang ◽  
hao Tian ◽  
Shu-kui Xu
Keyword(s):  
Feature Extraction ◽  
Feature Extraction Algorithm ◽  
Extraction Algorithm ◽  
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