International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064

Review Papers | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014

A Review on Efficient Method of Single Image Dehazing Centered on Multi-Scale Fusion

Neha Padole, Dr. Akhil Khare

The visibility of the outdoor images is degraded on account of bad atmosphere conditions. That is principally because of the environment particles such as haze and fog that spread and absorb the light. Haze is an atmospheric singularity that significantly degrades the visibility of outdoor scenes. This paper presents a new single image strategy for the improvement of the visibility of degraded images that are changed. Image fusion is an activity which combines the data from two or more resource images from the same landscape to create one solitary image including more exact information of the scene than the resource images. To preserve the regions with good visibility, their important features get filtered by computing three measures (weight maps): luminance, chromaticity, and saliency. The derived images are weighted by specific weight map followed by Laplacian and Gaussian pyramid representations to reduce artifacts occurred due to weight maps. Subsequently the resulting picture is going to be improved from your past and more obvious. Several studies and research has been completed in the disciplines such as Computer Vision, Parallel and distributed processing, Automatic object detection, Image processing, Robotics and Remote sensing. This paper show effectiveness and the power of a fusion-based strategy of dehazing centered on single degraded image. The method performs a per-pixel manipulation, which is straightforward to implement and then apply the directed filter to improve the image quality. Our effective method demonstrates to yield comparative and even better results than the more complex state-of-the-art techniques but has the advantage to be appropriate for real-time applications.

Keywords: Outdoor scenes, Single image, Fusion, Dehazing, Multi-Scale fusion, per-pixel, weight maps

Edition: Volume 3 Issue 12, December 2014

Pages: 53 - 56


How to Cite this Article?

Neha Padole, Dr. Akhil Khare, "A Review on Efficient Method of Single Image Dehazing Centered on Multi-Scale Fusion", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14317, Volume 3 Issue 12, December 2014, 53 - 56

21 PDF Views | 16 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Outdoor scenes'

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 2039 - 2042

Obstruction Removal from an Image Sequence using Edge Flow Technique

Ashwini Gat, Uday Nuli

Share this article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 53 - 56

A Review on Efficient Method of Single Image Dehazing Centered on Multi-Scale Fusion

Neha Padole, Dr. Akhil Khare

Share this article

Similar Articles with Keyword 'Single image'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 889 - 891

Advanced Approach for Image Fusion Using Filtering methods

Vishnu R, Jijina K P

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1194 - 1196

A Comprehensive Survey on Image Inpainting Techniques

Radha Shirodkar, Manisha Darak

Share this article

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1879 - 1883

Enhancement of Hazy Image Using Visibility Restoration Technique

Salini N, Anju J Prakash

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1259 - 1261

Survey on Edge-Preserving Decomposition-Based Single Image Haze Removal

Neha Beegam P E, Sunena Aboobakar

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 2339 - 2344

An Efficient Method to Restore Torn Digital Image with Enhanced Resolution

Shadiya N, Ameer Ali

Share this article

Similar Articles with Keyword 'Fusion'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 889 - 891

Advanced Approach for Image Fusion Using Filtering methods

Vishnu R, Jijina K P

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 869 - 874

Fault Tolerance for Adaptive Replication in Grid Using Fused Data Structures

J. Vengadasubramanikandan

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1655 - 1659

Speckle Noise ReductionUsing Local Binary Pattern; Anisotropic Diffusion and Bilateral Filter

Mandeep Singh Sandhu, Rajandeep Kaur

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 964 - 968

Enforcing Reverse Circle Cipher for Network Security Using Multirotational Technique

Sajjade Zeba-Shazesh, Aruna K. Gupta

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1159 - 1164

An Efficient Boosting Approach for Score Level Fusion of Face and Palmprint Biometrics in Human Recognition

B. Sateesh Kumar, Dr. A. Govardhan

Share this article

Top