An Enhanced Image retrieval Technique based on EdgeOrientation Technique
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2016, Vol 4, Issue 1
Abstract
With the tremendous development in Networking and Multimedia technologies, Image Retrieval plays significant roleand is used for browsing, searching and retrieving images from a large database of digital images. Image Retrieval techniques utilize annotation methods of adding metadata such as captioning, keywords or descriptions to the images. The manual image annotation is much time consuming laborious and expensive.As the data bases size increases, annotation becomes a tedious task. Thus automatic image annotationhas drawn the attention of the researchers in recent years.. The increase in social web application and the semantic web drawn attention of researchers in the development of several web-based image retrieval tools. This paper presents an easy, efficient image retrieval approach using a new image feature descriptor called Micro-Structure Descriptor (MSD). The microstructures are defined based on an edge orientation similarly while the MSD is built based on the underlying colors in micro-structures with similar edge orientation.In this method of Image retrieval the MSD extracts features by simulating human’s early visual processing by effectively integrating color, texture, color lay out information and shape. The proposed MSD algorithm has high indexing performance and low dimensionalityas it has only 72 dimensions for full color images.The technique is examined on Corel datasets with natural images; the results demonstrate that this image retrieval method is much more efficient and effective than reprehensive feature descriptors, such as Gabor features and Multi Texton Histograms.
Authors and Affiliations
Ch. Sushmitha| M.Tech Student, Dept of CSE , SRK Institute of Technology, Vijayawada, AP, India. E-mail: susmithachirumamilla9@gmail.com, Dr. D. Haritha| HOD, Dept of CSE, SRK Institute of Technology, Vijayawada, AP, India. Email: haritha@rediffmail.com
Keywords
Related Articles
- EP ID EP16718
- DOI -
- Views 276
- Downloads 10
Hybrid active Power filter for power conditioning by using Space Vector Modulation controller
Active power filters are widely used in power systems due to their advantages to maintain power quality. In this paper, presents a control method for hybrid active power filter using Space Vector Pulse Width Modulatio...
Coefficient multipliers are the hindrances exhibit in programmable finite impulse response (FIR) advanced channels. As the channel coefficients change either powerfully or occasionally, the scan for basic sub articul...
Collective Conviction Based Confidentiality Sustain Endorsement Procedure in Cloud Computing
Cloud computing is consistently growing as a typical for sharing the knowledge over the remote warehousing in a web cloud server. Cloud administrations offers awing enhancements for the purchasers to understand the on...
Modeling And Biomechanical Analysis Of Human Knee Joint
The main objective of the present work is to implement the computer aided technology to study the biomechanical behavior of human knee joint which consists of Femur, Tibia, Patella, Menisci, Posterior Cruciate Ligame...
A Grid Connected Wind Energy System’s Power Quality Improvement By Using D-Statcom
Now a day’s one of the Main issue is Power Quality. The modern device performance is very sensitive with the power supply quality and makes it’s an important aspect. Power Quality problem occurs when the voltage,...