Validation of the Algorithm in the Detection of the Image of a Person Based on the Control of a Lighting Device

被引:0
|
作者
Garcia-Quilachamin, Washington [1 ,2 ]
Sanchez Cano, Julieta Evangelina [3 ]
Pro Concepcion, Luzmila [1 ]
Santana Mantuano, Evelyn [4 ]
机构
[1] Univ Nacl Mayor San Marcos, Lima, Peru
[2] Univ Laica Eloy Alfaro Manabi, Comp Sci, Fac Elect Engn, Manta, Ecuador
[3] Univ Juarez Estado Durango, Fac Econ Accounting & Adm, Dgo, Mexico
[4] Univ Laica Eloy Alfaro Manabi, Fac Elect Engn, Manta, Ecuador
关键词
Algorithm in detection; detection of people; lighting device; video surveillance devices; energy-efficient; ENERGY EFFICIENCY; SYSTEM;
D O I
10.3991/ijoe.v16i09.12933
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This research has the objective to validate the effectiveness in the execution of the algorithm based on the detection of the image of a person, applied as a control in a lighting device, for better surveillance and energy efficiency in domestic and business areas. For the methodology was used the analysis of the data obtained in various video surveillance cameras with the algorithm integration. We considered, that the parameters such as the distance concerning the capture speed and its effectiveness in turning on and off a lighting device when detecting the image of a person are true-positive, false-positive, false-negative and true-negative were considered. concerning the data obtained, the results determined 99.5% of the image detection is positive. This is validated using the SPSS through the descriptive analysis, Cramer's v (1) and the contingency coefficient (0.707). It is concluded that the descriptive analysis applied through the contingency coefficient and Cramer's v, allows validating the efficiency and effectiveness of the algorithm applied in a control on and off of a lighting device.
引用
收藏
页码:105 / 122
页数:18
相关论文
共 50 条
  • [31] Research on library lighting intelligent control based on infrared image processing techniques
    Liu, Yuan-Yuan
    OPTIK, 2015, 126 (18): : 1559 - 1561
  • [32] Design of Lighting Intelligent Control System Based on OpenCV Image Processing Technology
    Gong, Suning
    Kumar, Rakesh
    Kumutha, D.
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2021, 29 (SUPPL 1) : 119 - 139
  • [33] Intelligent Control of Urban Lighting System Based on Video Image Processing Technology
    Yun, Qi
    Leng, Chunlin
    IEEE ACCESS, 2020, 8 : 155506 - 155518
  • [34] An Image Edge Detection Algorithm Based on Genetic Fuzzy
    Liu, Yanyan
    Jin, Zhenqian
    Liu, Zhiyuan
    2017 INTERNATIONAL CONFERENCE ON SENSING, DIAGNOSTICS, PROGNOSTICS, AND CONTROL (SDPC), 2017, : 787 - 791
  • [35] Research of Image Segmentation Algorithm Based on Edge Detection
    Liu, Yue
    Li, Mei-shan
    Fu, Chun-yan
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS RESEARCH AND MECHATRONICS ENGINEERING, 2015, 121 : 2266 - 2270
  • [36] Hybrid collision detection algorithm based on image space
    School of Information and Electrical Engineering, CUMT, XuZhou JiangSu, China
    不详
    Telkomnika Indonesian J. Elect. Eng., 12 (7159-7165):
  • [37] SAR image change detection based on Memetic algorithm
    Xin Fang-Fang
    Jiao Li-Cheng
    Wang Gui-Ting
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2012, 31 (01) : 67 - 72
  • [38] Circular hole detection algorithm based on image block
    Lianyuan Jiang
    Haohao Yuan
    Chungui Li
    Multimedia Tools and Applications, 2019, 78 : 29659 - 29679
  • [39] Image edge detection algorithm based on fuzzy set
    Wang S.
    Liang S.
    Peng F.
    Journal of Intelligent and Fuzzy Systems, 2020, 38 (04): : 3557 - 3566
  • [40] An Image Dehazing Algorithm Based on Sky Region Detection
    Jiang, Baoqing
    Zhao, Xiaoyan
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2018), 2018,