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Hindi Journal of Computer Engineering & Information TechnologyISSN : 2324-9307
Siddeq MM Author
Subjects of specialization
Affiliation
Software Engineering, 3D Image Analysis
Technical College, Kirkuk, Iraq
Biography
Siddeq is lecturer within the Department of Software Engineering at Technical College, Kirkuk, Iraq. Since September 2013 I am enrolled on a research programme leading to a PhD degree at Sheffield Hallam University. My research is concerned with developing new methods of image compression appropriate for robust structured light 3D reconstruction and texture mapping. The work is focused on 2D image and video image compression, comparative analysis with existing methods and 3D image analysis.
Publications
Review Article Subscription
Modified Image Compression by Combined Neural Network and Arithmetic Coding Processing
Author(s): Alaa MHH and Siddeq MM
Modified Image Compression by Combined Neural Network and Arithmetic Coding Processing
This article emphases the skeleton for image compression-decompression by using (Perceptron Neural Network and Arithmetic Coding). At first compression of each three-pixel into single value, this value is called Compression value. In our work the neural network is not needed for weight training at compression part, instead, the weights used in our work are one dimensional array containing floating point values. The total of weights values equal one. In the decompression part, the weights become an input to neural networks. Later, neural networks update the pixels according to e... view more»
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