Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | India | Volume 3 Issue 11, November 2014

Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter

Shahla Naureen Khan, Chhabikiran Sao

In Image processing, Image restoration technique plays a vital role. Removing mixed noise from images is a challenging problem. This paper presents a novel technique of Image sharpening and Denoising using the L1-norm minimization technique in Adaptive Bilateral Filtering. The objective of this paper is to explore the advantage of new technique over the existing ones. This employs comparison of results obtained using both L1 and L2-norm minimization techniques. In this paper, we consider Least Absolute Deviation (L1) method for image restoration in ABF. This method finds application in many areas due to its robustness as compared to Least Squares method (L2).

Keywords: L1 and L2 norms, LAD, Least squares, ABF, Image Restoration

Edition: Volume 3 Issue 11, November 2014

Pages: 1649 - 1652

Share this Article

How to Cite this Article?

Shahla Naureen Khan, Chhabikiran Sao, "Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141352, Volume 3 Issue 11, November 2014, 1649 - 1652

77 PDF Views | 62 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'LAD'

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2339 - 2342

Delay Analysis of Parallel-Prefix Adders

Geeta Rani, Sachin Kumar

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1649 - 1652

Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter

Shahla Naureen Khan, Chhabikiran Sao

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 7, July 2016

Pages: 2170 - 2173

Design of High Speed Flash Analog to Digital Converter Using Multiplexer and Comparator

Rana Vikram Pratap Singh Yadav, Neelam Srivastava

Share this Article

Research Paper, Electronics & Communication Engineering, Bangladesh, Volume 2 Issue 8, August 2013

Pages: 60 - 66

Isolated English Word Recognition System: Appropriate for Bengali-accented English

Tanjin Taher Toma, Abu Hasnat Md. Rubaiyat, A.H.M Asadul Huq

Share this Article

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1543 - 1546

Review of Different Types of Power Efficient Flash Type ADC

Ashish Kumar, Deepak Mehra

Share this Article

Similar Articles with Keyword 'Least squares'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1649 - 1652

Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter

Shahla Naureen Khan, Chhabikiran Sao

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 9 Issue 2, February 2020

Pages: 1143 - 1148

Implementation of LMS and RMS Based Adaptive Noise Cancellation Using Xilinx FPGA

Athira Sivanandhan

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 5, May 2016

Pages: 364 - 368

Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application

G K Girisha, S L Pinjare

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 6 Issue 5, May 2017

Pages: 686 - 689

Channel Estimation and Signal Detection of Pulse Code Modulated Optical Scattering Communication

Ancy K. George, Sangeeta T. R.

Share this Article

Similar Articles with Keyword 'Image Restoration'

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 10, October 2015

Pages: 2080 - 2083

Separable Reversible Data Hiding ? A Review

Suyash Sharma, Jaipal Bisht

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1649 - 1652

Sharpness Enhancement and Denoising of Image Using L1-Norm Minimization Technique in Adaptive Bilateral Filter

Shahla Naureen Khan, Chhabikiran Sao

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 1 Issue 3, December 2012

Pages: 124 - 128

Image Resolution Enhancement via Multi Surface Fitting

Anna Poorani.B, Kumaran.N

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 4, April 2016

Pages: 982 - 985

Image Restoration Using Two Statistical Modeling Methods

Madhuri Kathale, A. S. Deshpande

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1184 - 1185

Additive Noise Removal and Human-like Face Detection

Manasa Mohan

Share this Article
Top