Web Image Search Reranking Using CBIR
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2014, Vol 5, Issue 4
Abstract
The existing image retrieval process is based on text-based approach where the input to the search engine is given as the text. Typically, in the development of an image requisition system, semantic image retrieval relies heavily on the related captions, e.g., file-names, categories, annotated keywords, and other manual descriptions. Unfortunately, this kind of textual-based image retrieval always suffers from two problems: high-priced manual annotation and inappropriate automated annotation. To overcome this drawback the proposed work is defined based on CBIR system. The mission of this work is to present an image conceptually, with a set of low-level visual features such as color, texture, and shape and retrieve similar kind of images from the database based on features extracted from the query image. Input to the search engine is given as “Image” itself and this method serves to visually represent the query. Subsequently based on the multi-feature image extraction, Rerankers are constructed which are used to rank the top N output based on the query image. This ensures high accuracy and reliability with less noise in the displayed result.
Authors and Affiliations
V. Vinitha , Dr. J. Jagadeesan , R. Augustian Isaac
Keywords
Related Articles
- EP ID EP162759
- DOI -
- Views 114
- Downloads 0
Zone Based Feature Extraction and Statistical Classification Technique for Kannada Handwritten Numeral Recognition
This paper presents the zone based feature extraction and statistical classification technique for Kannada handwritten numeral recognition. The Kannada handwritten numeral database required for the experimentation is col...
Fusion of MRI and CT Images with Double Density Dual Tree Discrete Wavelet Transform
Data fusion technique is a powerful tool for extracting higher quality information from large amount of remote sensing images or various types of medical images and eliminating redundancy among these images. Traditional...
Requirement Engineering Research
The requirement validation is vital for every successful software development. In this process, the requirements from the users are checks and analyzed with its consistency, completeness and correctness. The validation o...
A REVIEW PAPER ON SMS TEXT TO PLAIN ENGLISH TRANSLATION(Text Normalization)
Mobile technology as well as social networking technology plays an important role in communication across internet. A large amount of information is found in noisy contexts as texting and chat lingo have become increasin...
A Study on Application of Artificial Neural Network and Genetic Algorithm in Pattern Recognition
Image processing is an emerging field and lots of research had been performed for the past few years. Image processing has various techniques which are image segmentation, enhancement, feature extraction, classification,...