A Novel Approach of a n effective image retrieval scheme using color, texture and shape features
Journal Title: International Journal of Computer & organization Trends(IJCOT) - Year 2013, Vol 3, Issue 4
Abstract
In this paper, we present a new and effective color image retrieval scheme for combining all the three i.e. color, texture and shape information, which achieved higher retrieval efficiency. Firstly, the image is predetermined by using fast color quantization algorithm with cluster s merging, and then a small number of dominant colors and their percentages can be obtained. Secondly, the spatial texture features are extracted using a steerable filter decomposition, which offers an efficient and flexible approximation of early processi ng in the human visual system. Thirdly, the pseudo-Zernike moments of an image are used for shape descriptor, which have better features representation capabilities and are more robust to noise than other moment representations. Finally, the combination of the color, texture and shape features provide a robust feature set for image retrieval. Experimental results show that the proposed color image retrieval is more accurate and efficient in retrieving the user-interested images.
Authors and Affiliations
P. RaviTheja , Dr. S. Balaji
Keywords
Related Articles
- EP ID EP151941
- DOI -
- Views 90
- Downloads 0
Power Efficient Weighted Modulo 2n+1 Adder
The comparison of three different architectures for modulo 2n+1 adders are introduced in this paper. The first two architecture can be implemented different power consumptions, while maintain the same delay. The partitio...
Content Filtering using Internet Proxy Servers
Content filtering has been around since the internet has been around. Content filtering is the process of removing certain content from the internet before it gets to the user that requested that page. There are many dif...
Packet Mark Methodology for Reduce the Congestion in the Network by using the Code Field in the TCP/IP header
Congestion is one of the major problems of a communication network in routing. The function of a routing is to guide packets through the communication network to their correct destinations. Every router receives the pack...
Analysis of Brain Cancer and Nervous Cancer Population with Age and Brain Cancer Type in North America
This paper discuss about statistical representation of Brain Cancer in America. Brain cancer morbidity is high and treatment plans like chemotherapy, surgical resection of Tumor, Hyperthermia and Radio Surgery is k...
Data Mining as a Tool to Predict Churn Behavior of Customers
Customer is the heart and soul of any organization. The era of globalization and cut throat competition has changed the basic concept of marketing, now marketing is not confined to selling the products to the custo...