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Chopra, Vinay
- Image Quantization using HSI based on Bacteria Foraging Optimization
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Authors
Affiliations
1 Department of Computer Science & Engg, D.A.V. I.E.T., Jalandhar, Punjab, IN
1 Department of Computer Science & Engg, D.A.V. I.E.T., Jalandhar, Punjab, IN
Source
Research Cell: An International Journal of Engineering Sciences, Vol 6 (2012), Pagination: 85-111Abstract
Bacteria Foraging Optimization a nature-inspired optimization has drawn the attention of researchers because of its efficiency in solving real-world optimization problems arising in several application domains. Color image quantization is an important process of representing true color images using a small number of colors. Existing color reduction techniques tend to alter image color structure and distribution. Thus the researchers are always finding alternative strategies for color quantization. In cylindrical color spaces like HSI, color is represented by hue, saturation and intensity. These components are closer to the way human perceives and describes color. Hue, saturation and intensity can also reveal image features that are not so obvious in other color spaces. The objective of this research work, is to design an algorithm for Image Quantization using HSI color space based on Bacteria Foraging Optimization. To implement and test the proposed algorithm. To compare the designed algorithm with other quantization techniques. The conducted experiments indicate that proposed algorithm generally results in a significant improvement of image quality compared to other well-known approaches.Keywords
Color Reduction, Bacteria Foraging Optimization, HSI Color Space, Euclidean Distance, Swarm Intelligence.- Fuzzy Model for Optimizing Strategic Decisions using Matlab
Abstract Views :125 |
PDF Views:2
Authors
Affiliations
1 DAV Institute of Engineering. & Technology, Jalandhar, IN
1 DAV Institute of Engineering. & Technology, Jalandhar, IN
Source
Research Cell: An International Journal of Engineering Sciences, Vol 1 (2011), Pagination: 270-282Abstract
Designing of Fuzzy model for optimizing the strategic decision can be very helpful to protect the failures in the system and software. The systems and software development industry is characterized by a paradigm of project failure. One of the known contributing causes of these project failures is poor requirements engineering and management, poor design strategy which has been repeatedly and widely issued and documented. The above problems could be easily countered by the Fuzzy logic, because fuzzy logic has ability to deal with uncertainty and multi valued logic This paper explains the technique for tracking the progress of the software project being built and the technique for selecting an optimal PERT chart developed by using fuzzy logic and it also explains the important variables that effects the strategic decisions connected with the software project.- Fuzzy Logic Based Framework for Software Development Effort Estimation
Abstract Views :113 |
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Authors
Sandeep Kad
1,
Vinay Chopra
2
Affiliations
1 Department of Information Technology, Amritsar College of Engg. & Technology, Amritsar, Punjab, IN
2 Department of Computer Science, DAV Institute of Engg. & Technology, Jalandhar, Punjab,, IN
1 Department of Information Technology, Amritsar College of Engg. & Technology, Amritsar, Punjab, IN
2 Department of Computer Science, DAV Institute of Engg. & Technology, Jalandhar, Punjab,, IN