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Complex Diffusion Based Image Inpainting

Publication Type : Conference Paper

Publisher : 1st International Conference on Next Generation Computing Technologies (NGCT-2015)

Source : 1st International Conference on Next Generation Computing Technologies (NGCT-2015) , IEEE (2015)

Campus : Amritapuri

School : Department of Computer Science and Engineering, School of Engineering

Department : Computer Science

Year : 2015

Abstract : Image inpainting is the meaningful reconstruction of lost, damaged or unwanted portions of an image by using the information from the proper undamaged portions of the same image. Image inpainting is an important process in image processing and has numerous applications in heritage conservation, restoration of old photographs, removal of occlusions, special effects in photos and so on. Here we replace the unwanted object by the information available from its neighbourhood. We present an algorithm that improves both the clarity and speed using a Complex-diffusion based approach. Complex-diffusion based approach for inpainting overcomes the shortcomings such as staircase effect and excessive blurring caused by Partial Differential Equation based approaches. Our method outperforms the existing methods in terms of PSNR, SSIM and UIQI values. keywords: Image inpainting, Complex Diffusion, Exemplar Based inpainting, Partial Differential Equation Based inpainting

Cite this Research Publication : N. Gopinath, k, A., J Shankar, A., and Jyothisha J. Nair, “Complex Diffusion Based Image Inpainting”, in 1st International Conference on Next Generation Computing Technologies (NGCT-2015) , 2015

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