Research of Image Enhancement Algorithm Based on Multi-scale Retinex

被引:0
|
作者
Yang, Xinhua [1 ]
Yang, Jianlong [2 ]
机构
[1] Hubei Univ Technol, Wuhan, Peoples R China
[2] Nanchang Inst Technol, Nanchang, Peoples R China
来源
关键词
parking supplementary system; mix-algorithm; HE; MSR; real-time;
D O I
10.1007/978-3-319-12286-1_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Parking supplementary system has been such broadly used in some vehicle that we could drive and park more safely and conveniently. As light intensity has important effect on images from cameras which are mounted on vehicle's four different directions in order to obtain panoramic view. To eliminate the influence of light to the image and obtain consistent brightness of image, this paper proposed mix-algorithm combined histogram equalization (HE) with multi-scale retina (MSR). This method makes equalization processed image to MSR, and gets a enhanced result at last. This algorithm can decrease effectively noise and enhance the brightness of image. The performance of output image is shorter time, smaller mean square error and higher peak signal to noise ratio than MSR. The experimental results demonstrate that the proposed method can not only counterpoise illumination but also meet real-time requirements. So the proposed mix-algorithm can apply in lack of brightness and higher real-time such as parking supplementary system, traffic monitoring system and security systems etc.
引用
收藏
页码:207 / 215
页数:9
相关论文
共 50 条
  • [1] A multi-scale retinex algorithm for image enhancement
    Liu, YH
    Su, YQ
    Zhu, YF
    Yuan, ZJ
    [J]. 2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings, 2005, : 131 - 133
  • [2] Research on compression and spread multi-scale retinex image enhancement algorithm
    Xu, Banghan
    Wu, Tianci
    Wang, Xue
    Guo, Nengxing
    Zhu, Ying
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2021, 128 : 184 - 185
  • [3] Medical Image Enhancement Based on a Fuzzy Multi-Scale Retinex Algorithm
    Long, Jun-yu
    Yu, Ai-ming
    Yu, Hong
    [J]. FUZZY SYSTEMS, KNOWLEDGE DISCOVERY AND NATURAL COMPUTATION SYMPOSIUM (FSKDNC 2013), 2013, : 74 - 81
  • [4] GPU implementation of Multi-Scale Retinex image enhancement algorithm
    Li, Hui
    Xie, Weihao
    Wang, Xingang
    Liu, Shousheng
    Gai, Yingying
    Yang, Lei
    [J]. 2016 IEEE/ACS 13TH INTERNATIONAL CONFERENCE OF COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2016,
  • [5] A FAST MULTI-SCALE RETINEX ALGORITHM FOR COLOR IMAGE ENHANCEMENT
    Wang, Wen
    Li, Bo
    Zheng, Jin
    Xian, Shu
    Wang, Jing
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1 AND 2, 2008, : 80 - +
  • [6] A Medical Image Enhancement Method Based on Improved Multi-Scale Retinex Algorithm
    Qin, Yunchu
    Luo, Fugui
    Li, Mingzhen
    [J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2020, 10 (01) : 152 - 157
  • [7] Multi-scale Retinex Image Enhancement Algorithm Based on Fabric Defect Database
    Wang, Huang
    Duan, Fajie
    Zhou, Weiti
    [J]. 2019 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING/SPECTROSCOPY AND SIGNAL PROCESSING TECHNOLOGY, 2020, 11438
  • [8] Image enhancement algorithm combining multi-scale Retinex and bilateral filter
    Wang Ming-rong
    Jiang Shu-qing
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING, 2015, 124 : 1221 - 1226
  • [9] Multi-scale retinex for color image enhancement
    Rahman, Z
    Jobson, DJ
    Woodell, GA
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL III, 1996, : 1003 - 1006
  • [10] An adaptive weight value-based multi-scale retinex algorithm for color image enhancement
    QianshunLiu
    Bai, Jian
    Yu, Feihong
    [J]. PROCEEDINGS OF THE 2015 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND AUTOMATION ENGINEERING, 2016, 42 : 609 - 612