SPATIAL FEATURE EXTRACTIONS USING SUPERVISED FUZZY CLASSIFICATION
Journal Title: Indian Journal of Computer Science and Engineering - Year 2012, Vol 3, Issue 1
Abstract
This paper emphasis on spatial feature extractions and selection techniques adopted in content based image retrieval that uses the visual content of a still image to search for similar images in large scale image databases, according to a user’s interest. The content based image retrieval problem is motivated by the need to search the exponentially increasing space of image databases efficiently and effectively. It is also possible to classify the remotely sensed image to represent the specific feature of the target images. In this paper, a priori knowledge about information for certain feature classes is used in order to classify image in fuzzy logic classification procedure. Here first we have to supervised image classification and then use the logic based on fuzzy logic. Based on similarities supervised membership function is used. Results of the procedure, based on pixel-by-pixel technique, were compared and certain encouraging conclusion remarks come out.
Authors and Affiliations
Md. Sarwar Kamal , Sonia Farhana Nimmy
Keywords
Related Articles
- EP ID EP140279
- DOI -
- Views 110
- Downloads 0
PERFORMANCE ANALYSIS OF MCCDMA SYSTEM IN RAYLEIGH CHANNEL USING QPSK MODULATION
In this paper, the error performance of an MC-CDMA system is analysed with the help of Quadrature Phase shift Keying (QPSK) as the modulation technique mixed up with Additive White Gaussian Noise (AWGN) in the Rayleigh c...
SPURIOUS POWER SUPPRESSION TECHNIQUE FOR VLSI ARCHITECTURE
Using spurious power suppression technique (SPST) in VLSI will reduce the power consumption of the system significantly. Here we are going to implement this design in Infinite Impulse Response (IIR) and Finite Impulse Re...
Face Image Retrieval using Tchebichef Moments
Image Retrieval is a field of study concerned with searching and retrieving images from a collection of database. Face image retrieval is still a challenging task since face images can vary noticeably in terms of facial...
DETECTION OF CROSS-PROJECT BENEFICIAL CLONES
Duplicate codes are also known as code clones. They are considered as one of the main factors that deteriorate the quality of software. They are usually discarded by using automatic clone detection tools. In this paper t...
DESIGN OF AN ADAPTIVE CONSTRAINED BASED NEURO-FUZZY CONTROLLER FOR FAULT DETECTION OF A POWER PLANT SYSTEM
This paper proposes an adaptive constraint based framework for fault detection of a complex thermal power plant system. In many complex systems, representation of precise and crisp constraints uses formal specification l...