Physical Intrusion Detection System Using Stereo Video Analytics

被引：3

作者：

Aravamuthan, G. ^{[2
]}

Rajasekhar, P. ^{[1
]}

Verma, R. K. ^{[1
]}

Shrikhande, S., V ^{[2
]}

Kar, S. ^{[2
]}

Babu, Suresh ^{[1
]}

机构：

[1] Bhabha Atom Res Ctr, EISD, Mumbai, Maharashtra, India

[2] Homi Bhabha Natl Inst HBNI, Mumbai, Maharashtra, India

来源：

PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE PROCESSING, CVIP 2018, VOL 2 | 2020年 / 1024卷

关键词：

Intrusion detection; Wide baseline; Far range stereo; Stereo video; Sparse depthmap;

D O I：

10.1007/978-981-32-9291-8_15

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Physical Intrusion Detection System (PIDS) detects unwanted elements (person or object) entering into a restricted zone. There are various single-camera solutions for surveillance available in the market. The key problem with video analytics based solution is false alert. With the addition of dimensional information of intruding object, it is possible to reduce false alertswithout compromising an increase in true negative. We propose deployment of a pair of cameras in stereo configuration for facilitating dimensional measurements. This method also will be useful to detect and characterize flying objects entering in restricted zone. Experiments were conducted on various scenarios emphasizing the usability of stereo in surveillance.

引用

页码：173 / 182

页数：10

共 11 条

[1]

[Anonymous], 2008, TOP 3 PROBLEMS LIMIT

[2]

Ernst S., 1999, Proceedings 199 IEEE/IEEJ/JSAI International Conference on Intelligent Transportation Systems (Cat. No.99TH8383), P356, DOI 10.1109/ITSC.1999.821081

[3] Literature Survey on Stereo Vision Disparity Map Algorithms [J].

Hamzah, Rostam Affendi ;

Ibrahim, Haidi .

JOURNAL OF SENSORS, 2016, 2016

[4]

Hassapis C., 2013, United States Patent, Patent No. [8,432,448 B2, 8432448]

[5]

Jin M.W., 2006, United States Patent, Patent No. [7,088,243 B2, 7088243]

[6] Generation of Depth Map based on Depth From Focus: a Survey [J].

Kulkarni, Jyoti B. ;

SheelaRani, C. M. .

1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, :716-720

[7] Camera calibration method for far range stereovision sensors used in vehicles [J].

Marita, Tiberiu ;

Oniga, Florin ;

Nedevschi, Sergiu ;

Graf, Thorsten ;

Schmidt, Rolf .

2006 IEEE INTELLIGENT VEHICLES SYMPOSIUM, 2006, :356-363

[8] REVIEW OF STEREO VISION ALGORITHMS: FROM SOFTWARE TO HARDWARE [J].

Nalpantidis, Lazaros ;

Sirakoulis, Georgios Christou ;

Gasteratos, Antonios .

INTERNATIONAL JOURNAL OF OPTOMECHATRONICS, 2008, 2 (04) :435-462

[9]

Norman B.C., 2012, International carnahan conference on security technology p, P359, DOI [DOI 10.1109/CCST.2012.6393585, 10.1109/CCST.2012 .6393585]

[10]

Stepanov D, 2016, 2016 18TH CONFERENCE OF OPEN INNOVATIONS ASSOCIATION AND SEMINAR ON INFORMATION SECURITY AND PROTECTION OF INFORMATION TECHNOLOGY (FRUCT-ISPIT), P328, DOI 10.1109/FRUCT-ISPIT.2016.7561546

← 1 2 →