Ramachandra A C

Work place: Department of ECE, Alpha College of Engineering, Bangalore, India

E-mail: ramachandra.ace@gmail.com


Research Interests: Image Processing, Computer Networks, Image Manipulation, Image Compression, Computer systems and computational processes


Dr. Ramachandra A C is Professor in the Department of Electronics and communication Engineering, Alpha College of Engineering, Bangalore. He obtained his Bachelor of Engineering and Master of Engineering in Electronics and Communication Engineering from University Visvesvaraya College of Engineering, Bangalore. He was awarded Ph.D. in Computer Science and Engineering from Bangalore University. He has over 48 research publications in refereed International Journals and Conference Proceedings. His research interests include Image Processing, Biometrics, VLSI Signal Processing, computer networks

Author Articles
Adaptive Image Enhancement Using Image Properties and Clustering

By Nithyananda C R Ramachandra A C

DOI: https://doi.org/10.5815/ijigsp.2016.08.02, Pub. Date: 8 Aug. 2016

Image Enhancement is the method of improving the visibility of given image. Image Properties are used for the analysis of Quality of the given image. Various image Properties considered to improve the quality of the image. The Classification or grouping of images can be made by applying unsupervised image Classification algorithm. In our proposed method, various image properties are studied and an Adaptive K-means Clustering method is applied for Fractal image with Entropy Properties. The images are to enhanced on the basis of its grouping automatically. The resulted Classification can be acceptable by the user since the grouping is made on the type of the image i.e., Good Visible, Moderate and Blur images.

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