Survey on Biomedical Image Retrieval System
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 7
Abstract
With the increasing use of Social media thousands of images are being downloaded & uploaded every day. Contentbased image retrieval (CBIR) was in research for the last few years. In particular, there has been growing interest in indexing biomedical images by content. Manual indexing of images for content-based retrieval is cumbersome, error prone, and prohibitively expensive. Due to the lack of effective automated methods, however, biomedical images are typically annotated manually and retrieved using a text keyword-based search. A common drawback of such systems is that the annotations are imprecise with reference to image feature locations, and text is often insufficient in enabling efficient image retrieval. Even such retrieval is impossible for collections of images that have not been annotated or indexed. In the support, the probabilistic outputs of the support vector machine (SVM) classifier as category prediction of query and database images are exploited at first to filter out irrelevant images, thereby reducing the search space for similarity matching.
Authors and Affiliations
Jyoti Patil, Surayya Shaikh
Keywords
Related Articles
- EP ID EP24810
- DOI -
- Views 416
- Downloads 15
Closed Loop control of Hybrid Frequency Modulation of Integrated Boost Resonant Converter
The paper deals with a unique modulation method for extending the input range of pulse-width modulation (PWM)-integrated resonant converters, such as the isolated boost resonant converter, while maintaining high convers...
An Economic Analysis of Manvi Pattana Souharda Sahakari Bank Niyamita
The Co-operative banks are as an important as commercial banks to provide quality financial services. It plays major role in development of urban, semi urban and also rural areas. It works on the basis of co-operative a...
Study and Analysis of Various Pre-Processing Techniques used in Breast Cancer Detection using Image Processing
In this paper various image pre-processing techniques for mammogram images including filtering and enhancement techniques are studied and analyzed. In the re-cent days’ breast cancer detection has become a very importan...
Implementation of an IOT Based Smart Chair
We present the implementation of a Smart IoT Chair system for Internet of Things (IoT) that combines an embedded device and IOT server. The proposed Smart IoT Chair records and visualizes user’s posture through a smart...
Secured Login Authentication on Key Attackers
An innovative solution is proposed to avoid the problem such as password security at application layer. For password security all lower case characters, upper case characters, special characters and digits in password c...