arrow
返回

Single Backlit Image Enhancement

delete2020-01-01
delete17
delete
OA
AI
T
Thaweesak Trongtirakul
W
Werapon Chiracharit *
S
Sos С. Agaian
DOI:10.1109/ACCESS.2020.2987256delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
Backlit images are from an excessive reflection of light being opposite to a capturing device. The existing image enhancement methods cannot be directly applied to the backlit images because they are not designed to enhance both broad light and dark regions simultaneously. Moreover, the techniques have several limitations about over-saturation or losing contrast. This paper presents a single backlit image enhancement method based on the novel full-piecewise non-linear automatic stretching, without input parameter provided by a user, e.g., gamma and so on. The computer simulation results confirm that the proposed approach can (i) undoubtedly reveal hidden details in the dark region; (ii) preserve features and color of common and light (over-brightness) regions, and (iii) increase a local contrast of dark areas. The proposed approach tested on Li's backlit image database and several backlit images from commercial devices. The simulation results demonstrate the efficiency of the proposed approach and its advantages over the cutting-edge backlit image enhancement methods in perceptual quality.
Keyword:
Image enhancement
Image color analysis
Brightness
Imaging
Image restoration
Dynamic range
Image segmentation
Backlit images
color correction
contrast enhancement
image segmentation
AI总结

AI总结

对已上传原文的论文进行重点信息的提取,主要内容包括:简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

IEEE Access 封面图
IEEE Access
IF:
3.6
论文数:
9.8W
被引数:
29.4W

机构

K
King Mongkut's University of Technology Thonburi
学者数:
3.5K
论文数: 3.6K
被引数: 3.9K
C
city university of new york (cuny) system
学者数:
1.6W
论文数: 1.5W
被引数: 26
引用论文

引用论文

err分享
err收藏
Evaluating the Impact of Mediated Literature Searches at a Comprehensive Cancer Center
err2017-07-17
err0
errOAAI
errDonna S. Gibson; Antonio P. DeRosa; Marisol Hernandez; Konstantina Matsoukas
err分享
err收藏
A Controlled Approach to Cheese Technology
err1984-08-01
err0
errOAAI
errR.C. Lawrence; H.A. Heap; J. Gilles
err分享
err收藏
Future perspective
err2016-01-01
err0
PREAI
errSimon MacKenzie; Sissel Jentoft
err分享
err收藏
Device analyzer
err2015-06-22
err0
errOAAI
errDaniel T. Wagner; Daniel R. Thomas; Alastair R. Beresford; Andrew Rice
err分享
err收藏
学者 查看更多内容