Logo Matching for Document Image Retrieval Using SIFT Descriptors
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 2
Abstract
In current trends the logos are playing a vital role in industrial and all commercial applications. Fundamentally the logo is defined as it’s a graphic entity which contains colors textures, shapes and text etc., which is organized in some special visible format. But unfortunately it is very difficult thing to save their brand logos from duplicates. In practical world there are several systems available for logo reorganization and detection with different kinds of requirements. Two dimensional global descriptors are used for logo matching and reorganization. The concept of Shape descriptors based on Shape context and the global descriptors are based on the logo contours. There is an algorithm which is implemented for logo detection is based on partial spatial context and spatial spectral saliency (SSS). The SSS is able to keep away from the confusion effect of background and also speed up the process of logo detection. All such methods are useful only when the logo is visible completely without noise and not subjected to change. We contribute, through this paper, to the design of a novel variation framework able to match and recognize multiple instances of multiple reference logos in image archives. Reference logos and test images are seen as constellations of local features (interest points, regions, etc.) and matched by minimizing an energy function mixing: 1) a fidelity term that measures the quality of feature matching, 2) a neighborhood criterion that captures feature co-occurrence geometry, and 3) a regularization term that controls the smoothness of the matching solution. We also introduce a detection/recognition procedure and study its theoretical consistency. Index Terms: Context-dependent kernel, logo detection, logo recognition
Authors and Affiliations
Boyapati Bharathidevi, Lakshmi Prasad Chennamsetty, Ammeti Raghava Prasad, Ashok Kumar Balijepalli
Keywords
Related Articles
- EP ID EP390064
- DOI 10.9790/9622- 0702025560.
- Views 149
- Downloads 0
Using a One-Dimensional Map to Determine the Buckling Load of Columns
This paper is aimed at finding the buckling load of columns by using a different approach than the traditional methods. One-dimensional maps are often seen in dynamic systems to describe how a regular motion changes into...
LIGHTNING PROTECTION ON NON-CONVENTION VESSELS IN DYNAMIC CONDITIONS
.
Online Auction Fraud Detection
Online Auction Fraud Detection System Based On The Idea Of The Online Fraud Detection In E-Commerce Websites. In The Current Scenario Of Digital World, The Use Of Internet Is Evident In Each Task. As Every Work Is Done S...
Design And Verification of AMBA APB Protocol
Advanced microcontroller bus architecture (AMBA) is a well established open specification for the proper management of functional blocks comprising system-on-chips (SOCs). A Memory Controller is designed to cater to this...
Comparison of Mobile Payment Protocol Security
Mobile phones are getting smarter and people have been using them for many different proposes. Recently, more and more people have begun using their mobile phones as a method of payment for online shopping and banking. M...