• Title/Summary/Keyword: Eye Tracking

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Multi-robot Formation based on Object Tracking Method using Fisheye Images (어안 영상을 이용한 물체 추적 기반의 한 멀티로봇의 대형 제어)

  • Choi, Yun Won;Kim, Jong Uk;Choi, Jeong Won;Lee, Suk Gyu
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.6
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    • pp.547-554
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    • 2013
  • This paper proposes a novel formation algorithm of identical robots based on object tracking method using omni-directional images obtained through fisheye lenses which are mounted on the robots. Conventional formation methods of multi-robots often use stereo vision system or vision system with reflector instead of general purpose camera which has small angle of view to enlarge view angle of camera. In addition, to make up the lack of image information on the environment, robots share the information on their positions through communication. The proposed system estimates the region of robots using SURF in fisheye images that have $360^{\circ}$ of image information without merging images. The whole system controls formation of robots based on moving directions and velocities of robots which can be obtained by applying Lucas-Kanade Optical Flow Estimation for the estimated region of robots. We confirmed the reliability of the proposed formation control strategy for multi-robots through both simulation and experiment.

Facial Behavior Recognition for Driver's Fatigue Detection (운전자 피로 감지를 위한 얼굴 동작 인식)

  • Park, Ho-Sik;Bae, Cheol-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.9C
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    • pp.756-760
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    • 2010
  • This paper is proposed to an novel facial behavior recognition system for driver's fatigue detection. Facial behavior is shown in various facial feature such as head expression, head pose, gaze, wrinkles. But it is very difficult to clearly discriminate a certain behavior by the obtained facial feature. Because, the behavior of a person is complicated and the face representing behavior is vague in providing enough information. The proposed system for facial behavior recognition first performs detection facial feature such as eye tracking, facial feature tracking, furrow detection, head orientation estimation, head motion detection and indicates the obtained feature by AU of FACS. On the basis of the obtained AU, it infers probability each state occur through Bayesian network.

A Study on the Optimal Voltage for MPPT Obtained by only Surface's Temperature of Solar Cell (태양전지 온도 센싱만을 통한 태양광 발전시스템의 최적 운전전압에 관한 연구)

  • Minwon Park;In-Keun Yi
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.53 no.4
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    • pp.269-275
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    • 2004
  • Photovoltaic(PV) system has been studied and watched with keen interest due to a clean and renewable power source. But, the output power of PV system is not only unstable but uncontrollable, because the maximum power point tracking (MPPT) of PV system is still hard with the tracking failure under the sudden fluctuation of irradiance. Authors suggest that the optimal voltage for MPPT be obtained by only solar cell temperature. Having an eye on that the optimal voltage point of solar cell is in proportion to its panel temperature, with operating the power converter whose operating point keeps its input voltage to the optimal voltage imagined by the surface's temperature of PV panel, the maximum power point becomes tenderly possible to be tracked. In order to confirm the availability of the proposed control scheme. And both control methods are simulated not only on the various angle of sampling time of switching control, but also with the real field weather condition. As the results of that, the conversion efficiency between PV panel and converter of the proposed control scheme was much better than that of the power comparison MPPT control, and what is better, the output voltage of PV panel was extremely in stable when the optimal voltage for MPPT is obtained by only solar cell temperature.

Implementation of Lane Tracking System using a Autonomous RC Toy Car (자율주행이 가능한 무선 장난감 자동차의 차선 추적 시스템 구현)

  • Ko, Eunsang;Lee, Chang Woo
    • IEMEK Journal of Embedded Systems and Applications
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    • v.8 no.5
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    • pp.249-254
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    • 2013
  • In this paper we propose nonlinear control system for automatic unmanned vehicle using a RC (Radio Controlled) car which is usually controlled by a remote controller. In the proposed system, a RC car is dissembled and reassembled with several parts enabling it to be controlled by an android mobile platform with Bluetooth communication. In our system, an android mobile smartphone is mounted on the RC car and plays an important role as an eye of the car. The proposed system automatically controls the RC car to follow a lane that we draw on the floor of our laboratory. Also, the proposed RC car system can also be controlled manually using the accelerometer sensor of a smartphone through a Bluetooth module. Our proposed system that has both manual mode and automatic mode consists of several components; a microprocessor unit, a Bluetooth serial interface module, a smartphone, a dual motor controller and a RC toy car. We are now in the development of a group driving system in which one car follows the front car that tracks a lane automatically.

Understanding the Importance of Presenting Facial Expressions of an Avatar in Virtual Reality

  • Kim, Kyulee;Joh, Hwayeon;Kim, Yeojin;Park, Sohyeon;Oh, Uran
    • International journal of advanced smart convergence
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    • v.11 no.4
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    • pp.120-128
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    • 2022
  • While online social interactions have been more prevalent with the increased popularity of Metaverse platforms, little has been studied the effects of facial expressions in virtual reality (VR), which is known to play a key role in social contexts. To understand the importance of presenting facial expressions of a virtual avatar under different contexts, we conducted a user study with 24 participants where they were asked to have a conversation and play a charades game with an avatar with and without facial expressions. The results show that participants tend to gaze at the face region for the majority of the time when having a conversation or trying to guess emotion-related keywords when playing charades regardless of the presence of facial expressions. Yet, we confirmed that participants prefer to see facial expressions in virtual reality as well as in real-world scenarios as it helps them to better understand the contexts and to have more immersive and focused experiences.

A Study Using an Eye-tracker and Cafe Images to Ascertain the Association between the Perception of Spatial Depth and the Customer's Intention to Visit (깊이감과 머물고 싶은 공간의 관계: 시선추적기를 이용한 카페를 중심으로 한 연구)

  • Cho, Ji Young;Kwak, Eun-Ju
    • Science of Emotion and Sensibility
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    • v.22 no.4
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    • pp.3-14
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    • 2019
  • The café has become an important representative "third place" where people study and rest. Hence, it is worthwhile for researchers to understand the needs of individual users as well as the requirements of people who visit such venues in groups. The identification of strategies that can help achieve larger, wider, higher, or deeper interior spaces in small and compact locations can generate benefits for both users and designers. In this study, where 56 interior design students participated, we used an eye-tracker and images of cafes to explore the relationships between spatial depth and the intention to visit a cafe space. The researchers digitally developed fifteen different conditions of space and measured the eye movements of the participants using an eye-tracker when they examined images that appeared to convey the most depth. Participants were also asked to imagine the proposed space images as cafes and to select one of the 15 images as the location that they would be most likely to visit individually and one that they would frequent in the company of other people. The research results revealed that certain ways of using interior design elements altered the participants' perceptions of spatial depth without any change being effected to the actual volume or the size of the space. The participants tended to perceive a space with a small decorative artwork on a dark toned wall with unconnected furniture as deeper than a space with no or large artwork on a light toned wall with contiguous furniture. Spatial depth was a more important consideration for an individual visit than for a group visit. The results of this exploratory study will help scholarly understanding of the role played by spatial depth in customer intentions to visit a cafe.

Eye Tracking Analysis for High School Students' Learning Styles in the Process of Solving on Earth Science I (지구과학 I 문제 해결 과정에서 나타난 학습유형에 따른 고등학생의 시선 추적 분석)

  • An, Young-Kyun;Kim, Hyoungbum
    • Journal of the Korean Society of Earth Science Education
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    • v.10 no.1
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    • pp.50-61
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    • 2017
  • The purpose of this study is to analysis eye tracking for high school students' learning styles in the process of solving in the behavioral domains of the College Scholastic Ability Test on Earth Science I. The subjects of this study were 50 students from two classes out of 4 classes in E high school in Chungcheong province. Among them, we conducted experiments by randomly sampling 2 students of each type of learning based on the criteria that they had not encountered the problem of Earth Science I from the past two years. The findings indicate that the item correctness rate of divergers, assimilators, convergers, and accommodators were higher in the knowledge domain, application domain, knowledge-understanding domain, and understanding domain. This confirms that there is a difference among the four learning styles in the level of achievement according to the behavioral areas of the assessment questions. The latter finding was that the high eye-share of AOI 2 appeared higher than AOI 1, 3, 4 in the course of solving the problems. This is because the four types of learners pay more careful attention to the AOI 2 area, which is the cue-or-information area of problem solving, that is, the Table, Figure, and Graph area. Therefore, in order to secure the fairness and objectivity of the selection, it is necessary that an equal number of questions of each behavioral domain be selected on the Earth Science I Test of the College Scholastic Ability Test in general. Besides, it seems to be necessary that the knowledge, understanding, application, and the behavior area of the inquiry be highly correlated with the AOI 2 area in development of test questions.

A Basic Study on Real Time 3D Location-Tracking in Ground and Underground Using MEMS Sensor (MEMS 센서를 이용한 지상 및 지하에서의 실시간 3차원 위치추적 기술에 관한 기초적 연구)

  • Seol, Munhyung;Jang, Yonggu;Jeon, Heungsoo;Kang, Injoon
    • Journal of the Korean GEO-environmental Society
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    • v.14 no.4
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    • pp.47-52
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    • 2013
  • In Korea, the number of mining operations are getting smaller. But buried accidents are on the increase every year. For this reason, it is important to safety management in construction process, especially the worker's safety. In the field of construction needs utilization of integration system according to purpose of utilization, particularly in underground construction sites utilizing is emphasized even more. The current element technologies of location tracking, sensors and wireless communication possible to utilize but it is still difficult to utilization of integration system in construction field because a study is not complete on commercialization and availability. In this study, for real time 3-dimensional management of ubiquitous construction site in ground and underground, measure data using MEMS sensor, EDM and DGPS in 2 test site. Also results were analysed by MATLAB. As a result, error is verification less than 3 meter that possible to distinguish with the naked eye and construct direction of study based on result of former.

Menu design for touch screen interface with regard to task characteristics and cognitive processes (터치스크린 환경에서의 작업 특성 및 인지 과정을 고려한 메뉴 디자인)

  • Kong, Byung-Don;Min, Jung-Sang;Myung, Ro-Hae
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.763-768
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    • 2009
  • 사용자 중심의 인터페이스를 설계하기 위해서는 작업 환경에 따른 사용자의 작업 특성 및 이와 관련된 인지 과정에 대한 분석이 선행되어야 한다. 하지만 손가락을 직접 사용하는 새로운 작업 환경인 터치스크린을 적용하는 다수의 기기들은 바뀐 작업 환경에 대한 고려 없이 마우스나 키보드 등의 입력 방식에서의 메뉴 구조를 그대로 따르고 있어 사용자에게 불필요한 움직임 및 인지적 과정을 야기시켜 사용성의 저하를 가져오고 있다. 이에 본 연구에서는 터치스크린에서의 한 손가락 작업 환경의 물리적 특성 및 이에 따른 사용자들의 보다 단순한 인지 과정을 고려한 동적인 메뉴 구조를 제안하였다. 그 결과 사용자들은 동적인 메뉴구조에서 보다 빠른 작업 수행 경향을 보였으며, 인지적 과정에 있어서도 그 시간이 적게 소요되는 경향을 보였다. 본 연구 결과, 터치스크린 환경에서의 작업 특성 및 인지 과정을 고려한 동적인 메뉴 구조는 정적인 메뉴 구조보다 일반적인 사용자 중심의 메뉴 기반 인터페이스를 설계하는데 유용하게 쓰일 것으로 보인다.

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A vision based people tracking and following for mobile robots using CAMSHIFT and KLT feature tracker (캠시프트와 KLT특징 추적 알고리즘을 융합한 모바일 로봇의 영상기반 사람추적 및 추종)

  • Lee, S.J.;Won, Mooncheol
    • Journal of Korea Multimedia Society
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    • v.17 no.7
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    • pp.787-796
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    • 2014
  • Many mobile robot navigation methods utilize laser scanners, ultrasonic sensors, vision camera, and so on for detecting obstacles and path following. However, human utilizes only vision(e.g. eye) information for navigation. In this paper, we study a mobile robot control method based on only the camera vision. The Gaussian Mixture Model and a shadow removal technology are used to divide the foreground and the background from the camera image. The mobile robot uses a combined CAMSHIFT and KLT feature tracker algorithms based on the information of the foreground to follow a person. The algorithm is verified by experiments where a person is tracked and followed by a robot in a hallway.