UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1807923


Registration ID:
185766

Page Number

177-189

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Title

SINGLE IMAGE HAZE REMOVAL BY DCP FUSION WITH GUIDED FILTER AND COMPARISON WITH DCP

Abstract

In this paper, a novel and efficient Haze removal algorithm is proposed Poor visibility in bad weather such as fog, mist and haze caused by the water droplets present in the atmosphere. Haze formation is combination of attenuation and airlight. Attenuation reduces the contrast and airlight increases the whiteness in the scene. Proposed algorithm uses dark channel prior fusion with guided filter for the estimation of airlight and recovers scene contrast. Proposed algorithm is dependent of the intensity of Haze. It can handle color as well as gray images. The DCP is derived from the characteristic of natural outdoor images that the intensity value of at least one color channel within a local window is close to zero. This six step Haze removal process by DCP: input hazy image, estimate dark channel prior, atmospheric light estimation, transmission map estimation, refine transmission map by soft matting, and image recover the scene radiance. The proposed algorithm Introduces Dark Channel Prior (DCP) followed by soft matting and guided filter based Haze removal scheme. The proposed method DCP fusion with guided filter is seven steps for Haze removal process. This seven step Haze removal step: input hazy image, estimate dark channel prior, atmospheric light estimation, transmission map estimation, refine transmission map by soft matting, refine transmission by guided filter and image recover the scene radiance. The proposed method has an application in video surveillance, intelligent transportation system, remote sensing, tracking, navigation and consumer

Key Words

Dehaze, Dark channel prior, Guided image filter, edge-preserving smoothing single image Haze removal.

Cite This Article

"SINGLE IMAGE HAZE REMOVAL BY DCP FUSION WITH GUIDED FILTER AND COMPARISON WITH DCP", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.177-189, July-2018, Available :http://www.jetir.org/papers/JETIR1807923.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"SINGLE IMAGE HAZE REMOVAL BY DCP FUSION WITH GUIDED FILTER AND COMPARISON WITH DCP", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp177-189, July-2018, Available at : http://www.jetir.org/papers/JETIR1807923.pdf

Publication Details

Published Paper ID: JETIR1807923
Registration ID: 185766
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.18153
Page No: 177-189
Country: ALLAHABAD, उत्‍तर प्रदेश, India .
Area: Engineering
ISSN Number: 2349-5162


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