Affective wear: Towards recognizing affect in real life

Katsutoshi Masai; Kai Kunze; Yuta Sugiura; Masa Ogata; Katsuhiro Suzuki; Masahiko Inami; Sho Shimamura; Maki Sugimoto

doi:10.1145/2800835.2800898

Affective wear: Towards recognizing affect in real life

Katsutoshi Masai, Kai Kunze, Yuta Sugiura, Masa Ogata, Katsuhiro Suzuki, Masahiko Inami, Sho Shimamura, Maki Sugimoto

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Citations (Scopus)

Abstract

We present a novel wearable facial recognition system "Affective Wear". This device can recognize 7 facial expressions (neutral, disgust, angry, smile, laugh, sad, and surprise). It looks like a normal eyewear; you can wear anytime, any- where. We made 2 prototypes with 8 sensors and 16 sen- sors. Its accuracy of categorization is up to 98.7%. With this, you can enrich your communication with others or computers in various ways.

Original language	English
Title of host publication	UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers
Publisher	Association for Computing Machinery, Inc
Pages	357-360
Number of pages	4
ISBN (Electronic)	9781450335751
DOIs	https://doi.org/10.1145/2800835.2800898
Publication status	Published - 2015 Sep 7
Event	ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015 - Osaka, Japan Duration: 2015 Sep 7 → 2015 Sep 11

Publication series

Name	UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers

Other

Other	ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015
Country/Territory	Japan
City	Osaka
Period	15/9/7 → 15/9/11

Keywords

Emotion detection
Eye wear computing
Smart eye glasses

ASJC Scopus subject areas

Computer Networks and Communications
Hardware and Architecture
Software

Access to Document

10.1145/2800835.2800898

Cite this

Masai, K., Kunze, K., Sugiura, Y., Ogata, M., Suzuki, K., Inami, M., Shimamura, S., & Sugimoto, M. (2015). Affective wear: Towards recognizing affect in real life. In UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers (pp. 357-360). (UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers). Association for Computing Machinery, Inc. https://doi.org/10.1145/2800835.2800898

Affective wear : Towards recognizing affect in real life. / Masai, Katsutoshi; Kunze, Kai ; Sugiura, Yuta; Ogata, Masa; Suzuki, Katsuhiro; Inami, Masahiko; Shimamura, Sho; Sugimoto, Maki.

UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, 2015. p. 357-360 (UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Masai, K, Kunze, K , Sugiura, Y, Ogata, M, Suzuki, K, Inami, M, Shimamura, S & Sugimoto, M 2015, Affective wear: Towards recognizing affect in real life. in UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers. UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers, Association for Computing Machinery, Inc, pp. 357-360, ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015, Osaka, Japan, 15/9/7. https://doi.org/10.1145/2800835.2800898

Masai K, Kunze K , Sugiura Y, Ogata M, Suzuki K, Inami M et al. Affective wear: Towards recognizing affect in real life. In UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc. 2015. p. 357-360. (UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers). https://doi.org/10.1145/2800835.2800898

Masai, Katsutoshi ; Kunze, Kai ; Sugiura, Yuta ; Ogata, Masa ; Suzuki, Katsuhiro ; Inami, Masahiko ; Shimamura, Sho ; Sugimoto, Maki. / Affective wear : Towards recognizing affect in real life. UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, 2015. pp. 357-360 (UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers).

@inproceedings{f62091b760284b2c90a2357f4d7e4f6a,

title = "Affective wear: Towards recognizing affect in real life",

abstract = "We present a novel wearable facial recognition system {"}Affective Wear{"}. This device can recognize 7 facial expressions (neutral, disgust, angry, smile, laugh, sad, and surprise). It looks like a normal eyewear; you can wear anytime, any- where. We made 2 prototypes with 8 sensors and 16 sen- sors. Its accuracy of categorization is up to 98.7%. With this, you can enrich your communication with others or computers in various ways.",

keywords = "Emotion detection, Eye wear computing, Smart eye glasses",

author = "Katsutoshi Masai and Kai Kunze and Yuta Sugiura and Masa Ogata and Katsuhiro Suzuki and Masahiko Inami and Sho Shimamura and Maki Sugimoto",

note = "Funding Information: This work is supported in part by the CREST project from JST and JSPS Grant-in-Aid Young Researchers B No.26730095.; ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015 ; Conference date: 07-09-2015 Through 11-09-2015",

year = "2015",

month = sep,

day = "7",

doi = "10.1145/2800835.2800898",

language = "English",

series = "UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers",

publisher = "Association for Computing Machinery, Inc",

pages = "357--360",

booktitle = "UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers",

}

TY - GEN

T1 - Affective wear

T2 - ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers, UbiComp and ISWC 2015

AU - Masai, Katsutoshi

AU - Kunze, Kai

AU - Sugiura, Yuta

AU - Ogata, Masa

AU - Suzuki, Katsuhiro

AU - Inami, Masahiko

AU - Shimamura, Sho

AU - Sugimoto, Maki

N1 - Funding Information: This work is supported in part by the CREST project from JST and JSPS Grant-in-Aid Young Researchers B No.26730095.

PY - 2015/9/7

Y1 - 2015/9/7

N2 - We present a novel wearable facial recognition system "Affective Wear". This device can recognize 7 facial expressions (neutral, disgust, angry, smile, laugh, sad, and surprise). It looks like a normal eyewear; you can wear anytime, any- where. We made 2 prototypes with 8 sensors and 16 sen- sors. Its accuracy of categorization is up to 98.7%. With this, you can enrich your communication with others or computers in various ways.

AB - We present a novel wearable facial recognition system "Affective Wear". This device can recognize 7 facial expressions (neutral, disgust, angry, smile, laugh, sad, and surprise). It looks like a normal eyewear; you can wear anytime, any- where. We made 2 prototypes with 8 sensors and 16 sen- sors. Its accuracy of categorization is up to 98.7%. With this, you can enrich your communication with others or computers in various ways.

KW - Emotion detection

KW - Eye wear computing

KW - Smart eye glasses

UR - http://www.scopus.com/inward/record.url?scp=84962494436&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84962494436&partnerID=8YFLogxK

U2 - 10.1145/2800835.2800898

DO - 10.1145/2800835.2800898

M3 - Conference contribution

AN - SCOPUS:84962494436

T3 - UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers

SP - 357

EP - 360

BT - UbiComp and ISWC 2015 - Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the Proceedings of the 2015 ACM International Symposium on Wearable Computers

PB - Association for Computing Machinery, Inc

Y2 - 7 September 2015 through 11 September 2015

ER -

Affective wear: Towards recognizing affect in real life

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this