Defect Fruit Image Analysis using Advanced Bacterial Foraging Optimizing Algorithm
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 14, Issue 1
Abstract
Bacterial foraging optimization algorithm has been widely accepted as a global optimization algorithm. Since Image segmentation is the basic step in many image processing applications, so faithful segmentation algorithm must be developed for successful implementation of the processing applications. Core aim of image segmentation is to extract the information which is of interest for a particular application. Infact this research addresses the novel segmentation of infected part of fruits based on color features and the image into various color components by using combined approach of Advanced Bacterial foraging optimizationAlgorithm (ABFOA) approach and RGB decomposition. The original image is decomposed into separate planes of R G and B and then Improved Bacterial Foraging algorithm is applied on three planes separately to calculate three different thresholds. The experimental results clarify the effectiveness of proposed approach to improve the segmentation quality in aspects of precision and computational time. The simulation results reveal that the proposed approach is promising. Segmentation is performed on the basis of Thresholding.
Authors and Affiliations
P. Lakshmi Devi
Keywords
Related Articles
- EP ID EP104452
- DOI -
- Views 112
- Downloads 0
Video To Animated Cartoon Conversion
Abstract: the logic of animation making from real video fully depends on various image processing techniques and various kinds of filtering like Gaussian filtering, bilateral filtering, and flow based bilateral fil...
Alternate Sort
Sorting algorithms are the main concepts of the subject Data Structures and It’s Applications. These algorithms are designed in arranging the data elements in the sorted order. If the data elements are arranged...
Gender classification using face image and voice
Abstract: This paper is about gender classification using face image and voice of a speaker. The basic aim of the paper is to predict the gender of speaker through voice sample using Auto-correlation method and predict t...
Reducing Cross-ISP Traffic in P2P Systems Using Adaptive Search Radius
Peer to Peer communication has become very popular these days .This popularity and increase in P2P traffic has given birth to many internet traffic management problems for service providers. One of these problems...
Clustering Engine for Desktop Usability
Although search and information retrieval techniques are already widely used in the Internet, its application inpersonal computers is still incipient. The management of information is relatively difficult when it c...