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Digital Image Watermarking Using Sine Transform Technique Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Improved Intrinsic Image Decomposition Technique for Image Contrast Enhancement Using Back Propagation Algorithm

Authors : Harneet Kour, Harpreet Kaur

Published in: Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB)

Publisher: Springer International Publishing

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Abstract

The technique of intrinsic image decomposition is based on the illumination value of the image. The histogram equalization value of the input image is calculated to increase the image contrast. In this research work, the back propagation algorithm is applied for the calculation of histogram equalization. The iterative process of back propagation is executed until error is reduced for the histogram equalization calculation. The simulation of the proposed modal is performed in MATLAB. The performance of proposed modal is compared in terms of PSNR and MSE.

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Metadata
Title
Improved Intrinsic Image Decomposition Technique for Image Contrast Enhancement Using Back Propagation Algorithm
Authors
Harneet Kour
Harpreet Kaur
Copyright Year
2019
Book
Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB)

Print ISBN: 978-3-030-00664-8

Electronic ISBN: 978-3-030-00665-5

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-00665-5_53