Top

Published in:

2019 | OriginalPaper | Chapter

Binocular Vision-Based Human Ranging Algorithm Based on Human Faces Recognition

Authors : Xiaolin He, Lin Ma, Weixiao Meng

Published in: Artificial Intelligence for Communications and Networks

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

In the field of security, timely and effective identification is very important for safeguarding public safety, national security and information security. Face recognition is an important technology in these areas. The calculation of range plays an important role in protecting safety and tracking suspects. Binocular stereo vision ranging has wide application in non-contact precise measurement and dangerous scenes. In this paper, a binocular range measurement system based on face recognition is proposed. The system can detect and recognize faces and calculate its real time range. It could realize tracking real time faces and calculate its distance from the cameras and locate them. And it suits the feature of special places of high security and preventing the suspicious people from entering and out.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter Research on Application and Development of Key Technologies of Dynamic Wireless Charging System in New Intelligent Transportation System

next chapter Deep Reinforcement Learning Based Task Offloading in SDN-Enabled Industrial Internet of Things

Vinay, A., Hebbar, D., Shekhar, V.S., Murthy, K.N.B., Natarajan, S.: Two novel detector-descriptor based approaches for face recognition using sift and surf. Proc. Comput. Sci. 70, 185–197 (2015). https://doi.org/10.1016/j.procs.2015.10.070CrossRef

Aloysius, N., Geetha, M.: A review on deep convolutional neural networks. In: 2017 International Conference on Communication and Signal Processing (ICCSP), pp. 0588–0592, April 2017. https://doi.org/10.1109/ICCSP.2017.8286426

Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans. Pattern Anal. Mach. Intell. 19(7), 711–720 (1997). https://doi.org/10.1109/34.598228CrossRef

Burduk, R.: The adaboost algorithm with linear modification of the weights. In: Choraś, M., Choraś, R.S. (eds.) Image Processing and Communications Challenges 9, vol. 681, pp. 82–87. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-68720-9_11CrossRef

Chaisorn, L., Wong, Y.: Video analytics for surveillance camera networks. In: 2013 19th IEEE International Conference on Networks (ICON), pp. 1–6, December 2013. https://doi.org/10.1109/ICON.2013.6782002

Gao, C., Li, P., Zhang, Y., Liu, J., Wang, L.: People counting based on head detection combining adaboost and CNN in crowded surveillance environment. Neurocomputing 208, 108–116 (2016). https://doi.org/10.1016/j.neucom.2016.01.097. sI: BridgingSemanticCrossRef

Kokila, R., Sannidhan, M.S., Bhandary, A.: A novel approach for matching composite sketches to mugshot photos using the fusion of SIFT and SURF feature descriptor. In: 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 1458–1464, September 2017. https://doi.org/10.1109/ICACCI.2017.8126046

Panagiotou, N., et al.: Intelligent urban data monitoring for smart cities. In: Berendt, B., et al. (eds.) ECML PKDD 2016. LNCS (LNAI), vol. 9853, pp. 177–192. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-46131-1_23CrossRef

Ranganatha, S., Gowramma, Y.P.: An integrated robust approach for fast face tracking in noisy real-world videos with visual constraints. In: 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 772–776, September 2017. https://doi.org/10.1109/ICACCI.2017.8125935

10.

Tsai, H.C., Wang, W.C., Wang, J.C., Wang, J.F.: Long distance person identification using height measurement and face recognition. In: TENCON 2009–2009 IEEE Region 10 Conference, pp. 1–4, January 2009. https://doi.org/10.1109/TENCON.2009.5396069

11.

Wagh, K.V., Kanade, S.S.: Pedestrian detection using integral channel detection and ADABOOST algorithm, Waknaghat, Shimla, India, pp. 383–387, January 2018

12.

Xu, J., Zeng, W., Lan, Y., Guo, J., Cheng, X.: Modeling the parameter interactions in ranking SVM with low-rank approximation. IEEE Trans. Knowl. Data Eng. 1 (2018). https://doi.org/10.1109/TKDE.2018.2851257CrossRef

13.

Yu, X., Ganz, A.: Mass casualty incident surveillance and monitoring using identity aware video analytics. In: 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, pp. 3755–3758, August 2010. https://doi.org/10.1109/IEMBS.2010.5627536

14.

Zarandy, A., Rekeczky, C., Szolgay, P., Chua, L.O.: Overview of CNN research: 25 years history and the current trends, Lisbon, Portugal, pp. 401–404, July 2015

Title: Binocular Vision-Based Human Ranging Algorithm Based on Human Faces Recognition
Authors: Xiaolin He
Lin Ma
Weixiao Meng
Publisher: Springer International Publishing
Book: Artificial Intelligence for Communications and Networks
Print ISBN: 978-3-030-22970-2

Electronic ISBN: 978-3-030-22971-9

Copyright Year: 2019
DOI: https://doi.org/10.1007/978-3-030-22971-9_36

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner