Image Mining Techniques and Applications
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 7
Abstract
Digitization in every sector leads to the growth of digital data in a tremendous amount. Digital data are not only available in the form of text but it is also available in the form of images, audio and video. Decision making people in every field like business, public sector, hospital, etc. are trying to get useful and implicit information from the already existing digital data bases. Image mining is the concept used to extract implicit and useful data from images stored in the large data bases. Image mining is used in variety of fields like medical diagnosis, space research, remote sensing, agriculture, industries and even in the educational field. Valuable information can be hidden in images. The need for image mining is high in view of the fast growing amounts of image data. In this paper, we first point out unique characteristics of image mining, then analyze the overall process and discuss the main technology of image mining, namely, image classification and clustering, association rule mining. Some applications in various areas are introduced. Finally, some future research directions and problems of image mining are presented.
Authors and Affiliations
Deepika Kishor Nagthane
Keywords
Related Articles
- EP ID EP138196
- DOI -
- Views 92
- Downloads 0
A Review on the Effect of Process Parameters on Different Output Parameters During Machining of Several Materials
It is important to view machining, as well as all manufacturing operations, as a system consisting of the workpiece, the tool and the machine. Machinability is the relative susceptibility of a material to the mach...
PTIMIZATION OF EXTRACTION CONDITION OF NATURAL DYE FROM POMEGRANATE PEELS USING RESPONSE SURFACE METHODOLOGY
Dyes extracted from natural sources have appeared as important substitutes to synthetic dyes. The aim of the present study was to optimize the extraction conditions of natural dye from pomegranate peels using centr...
IMPLEMENTATION OF MULTIPHASE BIDIRECTIONAL NONISOLATED DC – DC CONVERTER FOR HIGH POWER APPLICATIONS
The converter has high efficiency due to soft-switching operation in all Multi bridges. Steady-state analysis of the converter is presented to determine the power flow equations, tank currents and soft-switching r...
A REVIEW PAPER ON PLANT DISEASE DETECTION USING IMAGE PROCESSING AND NEURAL NETWORK APPROACH
The main purpose of this paper provides a survey on different plant disease detection techniques in the area of image processing and their comparison. As we know India is an agricultural country and most of its populati...
ANALYSIS AND DESIGN OF FUEL THEFT PREVENTION AND AUTOMATION
Motorcycles are popular mode of transport. All motorcycles are petrol driven whose costs have been increasing steadily. The motorcycles come with a simple fuel delivery mechanism which is nothing but simple ta...