Face Detection and Recognition for Smart Glasses

Constantino Alvarez Casado; Miguel Bordallo Lopez; Jukka Holappa; Matti Pietikäinen

doi:10.1109/ISCE.2015.7177783

Face Detection and Recognition for Smart Glasses

Constantino Alvarez Casado, Miguel Bordallo Lopez, Jukka Holappa, Matti Pietikäinen

Not published at VTT

University of Oulu

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

4 Citations (Scopus)

Abstract

Face detection and recognition are key components in multiple camera-based devices and applications. Smart glasses are a type of optical head mounted displays that integrate first-person cameras and hands free displays with immediate access to processing power able to analyze first person images in real time with hands free operation. In this context, we have constructed an application prototype that detects and recognizes faces in real-time, and runs independently on the device. We provide a description of the embedded implementation at a system-level where we highlight the application development challenges and trade-offs that need to be dealt with battery powered wearable devices. The implementation includes a parallel pipeline that reduces the latencies of the application.

Original language	English
Title of host publication	2015 International Symposium on Consumer Electronics (ISCE)
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	37-38
Number of pages	2
ISBN (Electronic)	978-1-4673-7365-4
DOIs	https://doi.org/10.1109/ISCE.2015.7177783
Publication status	Published - 2015
MoE publication type	A4 Article in a conference publication
Event	2015 IEEE International Symposium on Consumer Electronics, ISCE 2015 - Madrid, Spain Duration: 24 Jun 2015 → 26 Jun 2015

Conference

Conference	2015 IEEE International Symposium on Consumer Electronics, ISCE 2015
Country/Territory	Spain
City	Madrid
Period	24/06/15 → 26/06/15

Keywords

smart glass
face detection
face recognition

Access to Document

10.1109/ISCE.2015.7177783

Cite this

@inproceedings{23cc83587ca94880bed5d5bc1c76bb1a,

title = "Face Detection and Recognition for Smart Glasses",

abstract = "Face detection and recognition are key components in multiple camera-based devices and applications. Smart glasses are a type of optical head mounted displays that integrate first-person cameras and hands free displays with immediate access to processing power able to analyze first person images in real time with hands free operation. In this context, we have constructed an application prototype that detects and recognizes faces in real-time, and runs independently on the device. We provide a description of the embedded implementation at a system-level where we highlight the application development challenges and trade-offs that need to be dealt with battery powered wearable devices. The implementation includes a parallel pipeline that reduces the latencies of the application.",

keywords = "smart glass, face detection, face recognition",

author = "{Alvarez Casado}, Constantino and {Bordallo Lopez}, Miguel and Jukka Holappa and Matti Pietik{\"a}inen",

year = "2015",

doi = "10.1109/ISCE.2015.7177783",

language = "English",

pages = "37--38",

booktitle = "2015 International Symposium on Consumer Electronics (ISCE)",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "2015 IEEE International Symposium on Consumer Electronics, ISCE 2015 ; Conference date: 24-06-2015 Through 26-06-2015",

}

Alvarez Casado, C, Bordallo Lopez, M, Holappa, J & Pietikäinen, M 2015, Face Detection and Recognition for Smart Glasses. in 2015 International Symposium on Consumer Electronics (ISCE). IEEE Institute of Electrical and Electronic Engineers, pp. 37-38, 2015 IEEE International Symposium on Consumer Electronics, ISCE 2015, Madrid, Spain, 24/06/15. https://doi.org/10.1109/ISCE.2015.7177783

Face Detection and Recognition for Smart Glasses. / Alvarez Casado, Constantino; Bordallo Lopez, Miguel; Holappa, Jukka et al.

2015 International Symposium on Consumer Electronics (ISCE). IEEE Institute of Electrical and Electronic Engineers, 2015. p. 37-38.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Face Detection and Recognition for Smart Glasses

AU - Alvarez Casado, Constantino

AU - Bordallo Lopez, Miguel

AU - Holappa, Jukka

AU - Pietikäinen, Matti

PY - 2015

Y1 - 2015

N2 - Face detection and recognition are key components in multiple camera-based devices and applications. Smart glasses are a type of optical head mounted displays that integrate first-person cameras and hands free displays with immediate access to processing power able to analyze first person images in real time with hands free operation. In this context, we have constructed an application prototype that detects and recognizes faces in real-time, and runs independently on the device. We provide a description of the embedded implementation at a system-level where we highlight the application development challenges and trade-offs that need to be dealt with battery powered wearable devices. The implementation includes a parallel pipeline that reduces the latencies of the application.

AB - Face detection and recognition are key components in multiple camera-based devices and applications. Smart glasses are a type of optical head mounted displays that integrate first-person cameras and hands free displays with immediate access to processing power able to analyze first person images in real time with hands free operation. In this context, we have constructed an application prototype that detects and recognizes faces in real-time, and runs independently on the device. We provide a description of the embedded implementation at a system-level where we highlight the application development challenges and trade-offs that need to be dealt with battery powered wearable devices. The implementation includes a parallel pipeline that reduces the latencies of the application.

KW - smart glass

KW - face detection

KW - face recognition

U2 - 10.1109/ISCE.2015.7177783

DO - 10.1109/ISCE.2015.7177783

M3 - Conference article in proceedings

SP - 37

EP - 38

BT - 2015 International Symposium on Consumer Electronics (ISCE)

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - 2015 IEEE International Symposium on Consumer Electronics, ISCE 2015

Y2 - 24 June 2015 through 26 June 2015

ER -

Face Detection and Recognition for Smart Glasses

Abstract

Conference

Keywords

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