Investigation and Implementation of Square Type Patch Based Algorithm on Texture Synthesis of Image Inpainting Technique for Medical Images


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Abstract


In this paper, we have investigated and implemented “Square Type Patch Based Algorithm of Texture Synthesis” for Medical Images. The algorithm is designed to unravel the texture synthesis dilemma of Image Inpainting Technique. It proposes to overlay together patches of an input image in order to construct the output image. The uniqueness of the algorithm is in allowing neighboring patches to meet on boundaries that are not purely straight lines. We will exclusively confer the parameters that organize the performance of the algorithm and the investigation's outcome that we obtained when implementing. We have used Different Types of Human Cells Images as Medical Images and implemented results over them. Human Cells have repetitive structure. So, we have taken Hybrid Stem Cells, Nerve Cells, Stem Cells and Endothelial Cells as Medical Images and generated the texture synthesized results of the same.
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Keywords


Texture Synthesis; Image Inpainting; Medical Images; MATLAB; Patch Based Algorithm

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