An Efficient Content Based Image Retrieval System
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 3
Abstract
Abstract : Content based image retrieval is an active research issue that had been famous from 1990s till present. The main target of CBIR is to get accurate results with lower computational time. This paper discusses on the comparative method used in color histogram based on two major methods used frequently in CBIR which are; normal color histogram using GLCM, and color histogram using KMeans. A set of 9960 images are used to test the accuracy and the precision of each methods. Using Euclidean distance, similarity between queried image and the candidate images are calculated. Experiment results shows that color histogram with K-Means method had high accuracy and precise compared to GLCM. Future work will be made to add more features that are famous in CBIR which are texture, color, and shape features in order to get better results.
Authors and Affiliations
Dr. Meenakshi Sharma , Anjali Batra
Keywords
Related Articles
- EP ID EP162841
- DOI 10.9790/0661-163695104
- Views 79
- Downloads 0
Decision Making and Autonomic Computing
Autonomic Computing refers to the self-managing characteristics of distributed computing resources, adapting to unpredictable changes while hiding intrinsic complexity to operators and users. An autonomic system...
Mutual Trust to Provide Data Security in Cloud Environment
Abstract: We introduce a model for provable data possession (PDP) that allows a client that has stored data at an untrusted server to verify that the server possesses the original data without retrieving it. The mo...
Mining Frequent Patterns with Optimized Candidate Representation on GPU using Parallel Eclat Algorithm
Frequent itemset mining is one of the important aspects of association rule mining. The primary algorithm based for frequent itemset mining is mostly based on CPU and they generated a large set of items that are required...
A Word Stemming Algorithm for Hausa Language
Abstract: Hausa, a highly inflected language, needs a worthy stemming approach for efficient informationretrieval (IR). However, there is a limited or unavailable study to stemming in the language. Stemming refers tothe...
Multimedia Based Community Question Answer by Harvesting Web Based Information
Abstract: Community question answers have become extremely popular over the some past few years. It allows community members to share their thoughts by answering given question or acquire information from a set of...