A Fog Level Detection Method Based on Image HSV Color Histogram

被引:0
|
作者
Liu, Chunxue [1 ,2 ]
Lu, Xiaobo [1 ,2 ]
Ji, Saiping [1 ,2 ]
Geng, Wei [1 ,2 ]
机构
[1] Southeast Univ, Sch Automat, Nanjing 210096, Jiangsu, Peoples R China
[2] Southeast Univ, Minist Educ, Key Lab Measurement & Control CSE, Nanjing 210096, Jiangsu, Peoples R China
关键词
fog level detection; HSV color histogram; color space conversion;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
As a direction in the development of computer vision, fog visibility detection is very important for traffic safety. Aiming at the visibility detection problem appearing in the highspeed road traffic, this paper proposes a fog level detection method based on image HSV color histogram. First, convert the background image color space from RGB color space to HSV color space. And then achieve the fog level detection by classifying fog weathers of different visibility level into different types using the image HSV color histogram features (including H, S, and V) in various weather conditions. The experimental results show that this method can make qualitative judgments on foggy days quickly and the qualitative detection results are relatively good.
引用
收藏
页码:373 / 377
页数:5
相关论文
共 50 条
  • [1] Color Based HDR Image Retrieval Using HSV Histogram and Color Moments
    Khwildi, Raoua
    Zaid, Azza Ouled
    [J]. 2018 IEEE/ACS 15TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2018,
  • [2] A Method for Video Shot Boundary Detection Based on HSV Color Histogram and DPHA Feature
    Sun, Bin
    Zhang, Dengyin
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, DATA AND CLOUD COMPUTING (ICC 2017), 2017,
  • [3] A Color HSV Image Edge Detection Method Based on Gradient Extreme Value
    Zhao Jing-xiu
    Li Ming-yan
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL III, PROCEEDINGS, 2008, : 381 - 384
  • [4] Method of detection and removal rain from image based on the HSV color space
    Dong, Huiying
    Xue, L.
    Zhao, Xuejing
    [J]. Journal of Chemical and Pharmaceutical Research, 2014, 6 (06): : 1481 - 1487
  • [5] A color image retrieval method based on local histogram
    Chang, CC
    Chan, CS
    Hsiao, JY
    [J]. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2001, 2195 : 831 - 836
  • [6] A Rough-Fuzzy HSV Color Histogram for Image Segmentation
    Ferone, Alessio
    Pal, Sankar Kumar
    Petrosino, Alfredo
    [J]. IMAGE ANALYSIS AND PROCESSING - ICIAP 2011, PT I, 2011, 6978 : 29 - 37
  • [7] Human Face Detection In Color Images Using HSV Color histogram and WLD
    Das, Jayanti
    Roy, Hiranmoy
    [J]. 2014 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS, 2014, : 198 - 202
  • [8] The Image Retrieval Method Based on the Homolographic Block Color Histogram
    Xu, Gongwen
    Xu, Lina
    Li, Xiaomei
    Qi, Wenjing
    [J]. 3RD INTERNATIONAL CONFERENCE ON APPLIED ENGINEERING, 2016, 51 : 403 - 408
  • [9] An Automated Color Image Arrangement Method Based on Histogram Matching
    Kawakami, Yusuke
    Hattori, Tetsuo
    Kutsuna, Daisuke
    Matsushita, Haruna
    Imai, Yoshiro
    Kawano, Hiromichi
    Rajapakse, R. P. C. Janaka
    [J]. 2013 INTERNATIONAL CONFERENCE ON BIOMETRICS AND KANSEI ENGINEERING (ICBAKE), 2013, : 31 - 34
  • [10] A color inheritance image fusion method based on histogram matching
    Wang Bo
    Jin Xiao-yi
    Han Jing
    Zhang Yi
    Bai Lian-fa
    [J]. INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907