Validation of an Algorithm for the Detection of the Image of a Person Using Multiple Cameras

被引：1

作者：

Garcia-Quilachamin, Washington ^{[1
,2
]}

Pro Concepcion, Luzmila ^{[1
]}

Herrera-Tapia, Jorge ^{[2
]}

Jose Salazar, Richard ^{[2
]}

Toala-Mero, Wellington ^{[2
]}

机构：

[1] Univ Nacl Mayor San Marcos, Av German Amezaga 375, Lima, Peru

[2] Univ Laica Eloy Alfaro Manabi, Via San Mateo, Manta, Ecuador

来源：

APPLIED TECHNOLOGIES (ICAT 2019), PT II | 2020年 / 1194卷

关键词：

Algorithm detection; Image acquisition; Mathematical model; Definite integral; Cameras; HUMAN RECOGNITION;

D O I：

10.1007/978-3-030-42520-3_39

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Among the various contexts of technological evolution, there is the application of algorithms in cameras for the detection and identification of people and their utilization in various areas, for example surveillance in smart home environments and companies. This is considered as a complex recognition task. Therein, this research presents an algorithm that was designed and implemented in Matlab, the same that through a camera allows to detect the image of a person. The objective in this investigation is to corroborate the process in the detection of the image of a person in multiple cameras through the application of an algorithm. The validation of the data obtained was carried out through a mathematical model, which allowed us to substantiate the detection of the image of a person through five cameras, considering as parameters time and distance. As a result of the study and the application of the algorithm, its functionality was verified in the positive detection of the image of a person, a mathematical model was also obtained to confirm its effectiveness and validity through different tests.

引用

页码：486 / 501

页数：16

共 50 条

[11] Design of Edge Detection Algorithm for Image Sobel Based on FPGA [J].

Yao Gao-xiang .

PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015), 2015, :851-853

[12] A method to construct overhead view images using multiple fish-eye cameras [J].

Seimitsu Kogaku Kaishi, 2009, 2 (251-255)

[13] Indoor Scene Reconstruction Using a Rotating Device and Multiple RGB-D Cameras [J].

Zhu, Zunjie ;

Wei, Yuxin ;

Lu, Rongfeng ;

Xu, Chenghao ;

Le, Xiang ;

Zheng, Bolun ;

Yan, Chenggang ;

Xu, Feng .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73

[14] Observability-Constrained VINS for MAVs Using Interacting Multiple Model Algorithm [J].

Gomaa, Mahmoud A. K. ;

de Silva, Oscar ;

Mann, George K., I ;

Gosine, Raymond G. .

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 57 (03) :1423-1442

[15] Plant Disease Detection Using Image Processing [J].

Khirade, Sachin D. ;

Patil, A. B. .

1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, :768-771

[16] A Real-Time Human Tracking System Using Multiple Cameras to Reduce Network Loads [J].

Katayama, Hikaru ;

Yano, Hideto ;

Yoshihisa, Tomoki ;

Shimonishi, Hideyuki .

2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, :210-213

[17] A Retail Object Classification Method Using Multiple Cameras for Vision-Based Unmanned Kiosks [J].

Jeon, Ji-Ye ;

Kang, Shin-Woo ;

Lee, Hyuk-Jae ;

Kim, Jin-Sung .

IEEE SENSORS JOURNAL, 2022, 22 (22) :22200-22209

[18] An Image Recapture Detection Algorithm Based on Learning Dictionaries of Edge Profiles [J].

Thongkamwitoon, Thirapiroon ;

Muammar, Hani ;

Dragotti, Pier-Luigi .

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2015, 10 (05) :953-968

[19] HSMD: An Object Motion Detection Algorithm Using a Hybrid Spiking Neural Network Architecture [J].

Machado, Pedro ;

Oikonomou, Andreas ;

Ferreira, Joao Filipe ;

Mcginnity, T. Martin .

IEEE ACCESS, 2021, 9 :125258-125268

[20] Investigation into accuracy and reproducibility of a 3D breast imaging system using multiple stereo cameras [J].

Henseler, Helga ;

Khambay, Balvinder S. ;

Bowman, Adrian ;

Smith, Joanna ;

Siebert, J. Paul ;

Oehler, Susanne ;

Ju, Xiangyang ;

Ayoub, Ashraf ;

Ray, Arup K. .

JOURNAL OF PLASTIC RECONSTRUCTIVE AND AESTHETIC SURGERY, 2011, 64 (05) :577-582

← 1 2 3 4 5 →