Adaptive Query Image Searching Methods Using Improved Hash Coding and Unified Color and Intensity level Matrices
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2016, Vol 4, Issue 5
Abstract
In this thesis we had implemented Hash coding with bit wise hamming distance for similarity measurement between the feature vectors of query and database, which will be more secured and real time based application. By using the hash coding method the computational time is high and the accuracy will be much lower. Hence, hash coding will be extended with inclusion of gray scale matrices (GSM), which will represent the features of gray scale texture values in the image, but it will not consider the color information in the image. To incorporate both gray scale and color information, we proposed a novel scheme in which both color and intensity variations are represented in a single composite feature known as Unified Color and Intensity level Matrices (UCILM). The proposed scheme has been merged with hash coding to improve the efficiency of the retrieval system. This addition work had improved the system accuracy as well as the precision time with almost 88% of relevant image retrieval.
Authors and Affiliations
Brahmaiah Naik Jatothu| Assistant Professor, Department of Electronics & Communication Engineering, Vignan’s Lara Institute of Technology & science, Guntur-522615, (Research scholar, JNTU, Kakinada, brahmaiahnaik@gmail.com, Sitaramanjaneyulu. P| Assistant Professor, Department of Electronics & Communication Engineering, Pragati Engineering College, Surampalem-533437, sriram128@gmail.com
Keywords
Related Articles
- EP ID EP16750
- DOI -
- Views 251
- Downloads 7
Switching Activity Reduction Technique In Soc Testing
This paper discusses the generation Pseudo Random number generation using Low Power Linear Feedback Shift Resister (LFSR) which is more suitable for Built-In-Test (BIT) structures used for testing of VLSI circuits. B...
We propose a protected information sharing plan for dynamic individuals. In the first place, we propose a protected route for key appropriation with no safe correspondence channels, and the clients can safely get the...
Improved Converter Design Use of SHE-PWM for Harmonic Immunity in VSC HVDC Transmission
The idea of multilevel inverters, presented around 20 years back involves performing power change in various voltage ventures to get enhanced force quality, lower exchanging misfortunes, better electromagnetic simila...
Unique value disintegration for probing results using clustering algorithm
This paper describes gene expression analysis by Unique Value Disintegration(UVD), emphasizing initial characterization of the data. We describe UVD methodsfor visualization of gene expression data, representation of...
A Novel Three-Port Converters For Solar Power System
The conventional three-port power converters with bridge rectifiers are inefficient and may not be practical for the low-voltage micro generators. This paper presents an efficient ac-to-dc power converter that avoids...