• Title/Summary/Keyword: 웨어러블 컴퓨터

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An Implementation of Finger Gesture Recognition Using Mobile Phone Camera (모바일 폰 카메라를 이용한 손가락 움직임 인식 구현)

  • Lee, Keun-Il;Rhee, Dea-Woong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.895-898
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    • 2005
  • 최근 미래 컴퓨터 기술에 대한 연구로서, 인터페이스 부분에 초점을 맞춘 다양한 연구가 진행되고 있다. 현재 웨어러블 컴퓨터(Wearable Computer), 유비쿼터스 컴퓨팅(ubiquitous Computing), 가상현실(Virtual Reality), 멀티모달 인터페이스 기술 등 다양한 인터페이스 기술이 연구되고 있다. 본 논문에서는 모바일 폰 카메라를 이용해 손가락 움직임을 인식하는 알고리즘으로 KTF v1.1 Emulator 를 이용하여 모바일 게임을 위한 멀티모달 인터페이스로 적용 가능성을 제안한다.

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Implementation of A Vibration Notification System to Support Driving for Drivers with Cognitive Delay Impairment

  • Gyu-Seok Lee;Tae-Sung Kim;Myeong-Chul Park
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.4
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    • pp.115-123
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    • 2024
  • In this paper, we propose a vibration notification system that combines navigation information and wearable bands to ensure safe driving for the transportation vulnerable. This system transmits navigation driving information to a linked application, converts it into a vibration signal, and provides notifications through a wearable band. Existing navigation systems focus on providing route guidance and location information, so the driver's concentration is dispersed, and safety and convenience are deteriorated, especially for those with mobility impairments, due to standard vision and delayed recognition of stimuli, resulting in an increasingly high traffic accident rate. To solve this problem, navigation driving information is converted into vibration signals through a linked application, and vibration notifications for events, left turns, right turns, and speeding are provided through a wearable band to ensure driver safety and convenience. In the future, we will use cameras and vehicle sensors to increase awareness of safety inside and outside the vehicle by adding a function that provides notifications with vibration and LED when the vehicle approaches or recognizes an object, and we will continue to conduct research to build a safer driving environment. plan.

American Sign Language Recognition System Using Wearable Sensors with Deep Learning Approach (딥러닝 방식의 웨어러블 센서를 사용한 미국식 수화 인식 시스템)

  • Chong, Teak-Wei;Kim, Beom-Joon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.2
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    • pp.291-298
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    • 2020
  • Sign language was designed for the deaf and dumb people to allow them to communicate with others and connect to the society. However, sign language is uncommon to the rest of the society. The unresolved communication barrier had eventually isolated deaf and dumb people from the society. Hence, this study focused on design and implementation of a wearable sign language interpreter. 6 inertial measurement unit (IMU) were placed on back of hand palm and each fingertips to capture hand and finger movements and orientations. Total of 28 proposed word-based American Sign Language were collected during the experiment, while 156 features were extracted from the collected data for classification. With the used of the long short-term memory (LSTM) algorithm, this system achieved up to 99.89% of accuracy. The high accuracy system performance indicated that this proposed system has a great potential to serve the deaf and dumb communities and resolve the communication gap.

System of Exercise Rehabilitation Underwear for Chronic Obstructive Pulmonary Disease Patient (COPD 환자를 위한 운동재활 언더웨어 시스템)

  • Ahn, Hyeongi;Jang, Jiyoung;Choi, Hyunhee;Park, Byungjoo
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.297-298
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    • 2021
  • 본 논문은 만성폐쇄성 폐 질환이 흡연, 대기오염으로 많은 질환자가 발생하여 재활운동을 필요로 하는 추세이다. 현재 측정 도구와 재활운동 도구가 분리되어 질환 진단은 한정된 시설을 이용해야만 하고 재활운동 또한 상시 진행할 수 없어 질환을 확인하기 어려운 실정이다. 이에 평상시 착용하는 이너형태에 재활운동 의류를 개발하여 올바른 호흡을 돕는 근육군이 동원하여 복식호흡을 유도하고 흉식호흡 시 웨어러블기기를 통해 인지하게 돕는다. 이 결과 일상 속 지속 가능한 재활운동을 바탕으로 가슴 벽의 호흡근육 활동을 감소시키고 복부 근육군을 개선하는 것으로 폐 기능을 증진시킬수 있는 언더웨어 개발을 제안하고자 한다.

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Industrialization of Augmented Reality Contents : Focusing on the 21st Century's Films and Augmented Reality Arts (증강현실 콘텐츠의 산업화 : 21세기 영화와 증강현실 예술을 중심으로)

  • Kim, Hee-Young
    • Cartoon and Animation Studies
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    • s.35
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    • pp.347-374
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    • 2014
  • The aim of this article is to consider the future of industrialization of Augmented Reality contents focusing on cinematic imagination of films that used Augmented Reality techniques and artistic imagination of Augmented Reality Arts in the 21st century. The film showing future technology through cinematic imagination plays an role in the presentation of future vision important. Augmented Reality Arts show the big picture of future arts, future aspect of society, and future culture by using technically possible present technology. I classified the researched films according to Augmented Reality technique. It is expected that Gesture Recognition will develop with transparent display device techniques, Hologram techniques will be changed into individualized communication styles, Biometrics will be able to evolve into multi-Biometrics, and Wearable Computer will develop in the aspect of physical body augmentation and then industrialize. In Augmented Reality Arts, it seems that the various utilization of avatar will be related to Hologram, the utilization of the physiological phenomenon of the human body will be related to Biometrics, the mixture of reality and virtual reality will utilize display devices through Gesture Recognition, and a new experiment of HMD(Head-Mounted Display) will industrialize with the diversification of Wearable Computer. Augmented Reality contents created through the imagination and representation in the films and arts take a role in helping human life, and, at the same time, show the future image industrialized in the way of combination between human and environment without a medium.

A Study on the Acceptance of Wearable Computers based on the Extended Technology Acceptance Model (확장된 혁신기술수용모델을 이용한 웨어러블 컴퓨터의 수용에 관한 연구)

  • Lee, Hyun-Mee
    • The Research Journal of the Costume Culture
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    • v.17 no.6
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    • pp.1155-1172
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    • 2009
  • Wearable computers can be defined as next generation clothing integrated with various digital functions and devices. Unlike existing computers, they are viewed as human-centric computers customized for information utilization and other specific human needs. This study is intended to discover how consumers are accepting wearable computers, which are different from existing computers, based on Technology Acceptance Model(TAM) and to extend the model by adding variable regarding acceptance of wearable computers. A total of 683 copies of questionnaires, distributed to those aged 19 and older, both male and female, were collected online. The data was statistically analyzed for this study using the extended TAM. In order to test hypotheses, the structural equation model using the Lisrel 8.30 version was performed. For analyzing constructs(or traits) of research model, exploratory factor was conducted and the measurement model was assessed from the result. Reliability was assessed through confirmatory factor analysis and the calculation of Cronbach's alpha coefficients. Overall, model fit was assessed by statistical indexes: Chi-square value, GFI, AGFI, and RMR. This study analyzed the process of acceptance of wearable computers with the extended TAM that includes a variable, perceived value, on the basis of previous studies. The results of the analysis revealed that attitude toward wearable computer was directly influenced by perceived usefulness and perceived value but indirectly influenced by perceived ease of use. Acceptance intention of the wearable computer was directly influenced by perceived value and attitude toward wearable computer. To be more specific, perceived usefulness was significantly correlated with both attitude toward wearable computer and acceptance intention of the wearable computer. Perceived value was also significantly correlated with both attitude toward wearable computer and acceptance intention of the wearable computer. The results of this study also suggested that perceived ease of use was actually a causal antecedent to perceived usefulness and perceived value. This research revealed that extended TAM to investigate the acceptance of wearable computer was appropriate. This study is intended to provide a theoretical framework for adoption of wearable computer and suggest empirical analysis that can serve as a guide for wearable computer.

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Behavior Classification Model Based on Graph Generation Using Time Series Structural Feature (시계열 내부 구조 기반 그래프 생성을 통한 행동 분류 모델)

  • Hyuksoon Choi;Jinhwan Yang;Siung Kim;Sungsik Kim;Nammee Moon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.37-40
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    • 2024
  • 본 연구에서는 웨어러블 디바이스로부터 수집된 다변량 반려동물 행동 데이터를 처리하기 위해, GCN(Graph Convolutional Network)과 GRU(Gated Recurrent Unit)를 결합한 모델을 제안한다. 제안된 모델은 시계열 내부 구조를 활용하여 그래프 구조로 변환하고, DTW(Dynamic Time Warping) 유사도 분석을 통해 노드 간의 시간적 유사도를 기반으로 엣지를 생성한다. 실험결과로 DTW 기반 엣지 생성 방식이 유클리드 거리 및 선형 방식에 비해 더 높은 성능을 나타냈다. 본 연구는 반려동물의 행동을 정확히 분류하기 위한 효과적인 방법론을 제공한다.

Security Requirement Analysis for WBAN environment (WBAN 환경의 보안 요구사항 분석)

  • Jang, Chol-Soon;Han, Jong-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.260-263
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    • 2008
  • 최근 들어 헬쓰케어 서비스나 웨어러블 컴퓨터 등에 대한 연구가 진행됨에 따라 몸에 장착된 디바이스들을 무선으로 연결하기 위한 WBAN기술이 주목을 받고 있다. 향후 네트워크 환경은 개인의 다양한 생체정보 등을 기반으로 최적의 맞춤형 서비스를 제공하는 IT-BT-NT 융합서비스 환경으로 진화할 것이므로 WBAN기술의 활용성은 더욱 높아질 것이다. 따라서 본 논문에서는 안전한 WBAN환경 구축을 위해서 발생이 예상되는 보안 이슈를 분석하고 이를 해결하기 위한 보안 요구사항을 제안하였다.

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