eprintid: 6477
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/64/77
datestamp: 2023-11-09 16:18:15
lastmod: 2023-11-09 16:18:15
status_changed: 2023-11-09 16:06:51
type: conference_item
metadata_visibility: show
creators_name: Foong, O.-M.
creators_name: Hong, K.-W.
creators_name: Yong, S.-P.
title: Droopy Mouth Detection Model in stroke warning
ispublished: pub
keywords: Edge detection; Information science, Android platforms; Detection models; Facial landmark; Keypoints; Mobile vision; National Cheng-Kung University; System prototype; Web images, Face recognition
note: cited By 10; Conference of 3rd International Conference on Computer and Information Sciences, ICCOINS 2016 ; Conference Date: 15 August 2016 Through 17 August 2016; Conference Code:125433
abstract: This paper presents a Droopy Mouth Detection Model in stroke warning. The objective of this paper is to take up the challenge to provide early detection of stroke through mouth drooping detection in mobile Android platform. To achieve that, a specialized library, Google Mobile Vision is utilized to detect facial landmark such as mouth corners and obtain the coordinates of the landmarks or key points for further processing. The inputs for the proposed droopy mouth detection model were taken from the Google Web Images and National Cheng Kung University (NCKU) Robotics Face datasets. The system prototype was evaluated using metrics such as Precision, Recall and F-Score to determine its recognition rate. Experimental results show that the proposed droopy mouth detection model has achieved satisfactory recognition rate. © 2016 IEEE.
date: 2016
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85010433076&doi=10.1109%2fICCOINS.2016.7783286&partnerID=40&md5=49f25b88dbefab6ac0cccdc776dffc47
id_number: 10.1109/ICCOINS.2016.7783286
full_text_status: none
publication: 2016 3rd International Conference on Computer and Information Sciences, ICCOINS 2016 - Proceedings
pagerange: 616-621
refereed: TRUE
isbn: 9781509051342
citation:   Foong, O.-M. and Hong, K.-W. and Yong, S.-P.  (2016) Droopy Mouth Detection Model in stroke warning.  In: UNSPECIFIED.