• Title/Summary/Keyword: eye gaze tracking

Search Result 128, Processing Time 0.025 seconds

Analysis of the Effect of Yellow Carpet Installation according to Driving Behavior with Eye Tracking Data (가상주행실험 기반 운전자 시각행태에 따른 옐로카펫 설치 효과 분석)

  • Sungkab Joo;Dohoon Kim;Hyemin Mun;Homin Choi
    • The Journal of The Korea Institute of Intelligent Transport Systems
    • /
    • v.22 no.5
    • /
    • pp.43-52
    • /
    • 2023
  • Traffic accidents among children have been decreasing after the installation of yellow carpets. However, the explanatory power of the causal relationship between yellow carpet installation and traffic accidents is still insufficient. The yellow carpet effect was analyzed in greater depth using virtual reality (VR) simulation experiments in various situation that could not be evaluated in existing actual vehicle research studies due to difficulties or risks in implementation. A target site where an actual yellow carpet was installed was selected and, implemented into a virtual environment. Subjects were made to, were gaze measurement equipment and ride the simulator. The visual/driving behavior before and after yellow carpet installation was compared, and a t-test analysis was performed for statistical verification. All the results were found to be statistically significant.

A Study on Controlling IPTV Interface Based on Tracking of Face and Eye Positions (얼굴 및 눈 위치 추적을 통한 IPTV 화면 인터페이스 제어에 관한 연구)

  • Lee, Won-Oh;Lee, Eui-Chul;Park, Kang-Ryoung;Lee, Hee-Kyung;Park, Min-Sik;Lee, Han-Kyu;Hong, Jin-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.35 no.6B
    • /
    • pp.930-939
    • /
    • 2010
  • Recently, many researches for making more comfortable input device based on gaze detection have been vigorously performed in human computer interaction. However, these previous researches are difficult to be used in IPTV environment because these methods need additional wearing devices or do not work at a distance. To overcome these problems, we propose a new way of controlling IPTV interface by using a detected face and eye positions in single static camera. And although face or eyes are not detected successfully by using Adaboost algorithm, we can control IPTV interface by using motion vectors calculated by pyramidal KLT (Kanade-Lucas-Tomasi) feature tracker. These are two novelties of our research compared to previous works. This research has following advantages. Different from previous research, the proposed method can be used at a distance about 2m. Since the proposed method does not require a user to wear additional equipments, there is no limitation of face movement and it has high convenience. Experimental results showed that the proposed method could be operated at real-time speed of 15 frames per second. Wd confirmed that the previous input device could be sufficiently replaced by the proposed method.

Difference in visual attention during the assessment of facial attractiveness and trustworthiness (얼굴 매력도와 신뢰성 평가에서 시각적 주의의 차이)

  • Sung, Young-Shin;Cho, Kyung-Jin;Kim, Do-Yeon;Kim, Hack-Jin
    • Science of Emotion and Sensibility
    • /
    • v.13 no.3
    • /
    • pp.533-540
    • /
    • 2010
  • This study was designed to examine the difference in visual attention between the evaluations of facial attractiveness and facial trustworthiness, both of which may be the two most fundamental social evaluation for forming first impressions under various types of social interactions. In study 1, participants were asked to evaluate the attractiveness and trustworthiness of 40 new faces while their gaze directions being recorded using an eye-tracker. The analysis revealed that participants spent significantly longer gaze fixation time while examining certain facial features such as eyes and nose during the evaluation of facial trustworthiness, as compared to facial attractiveness. In study 2, participants performed the same face evaluation tasks, except that a word was briefly displayed on a certain facial feature in each face trial, which were then followed by unexpected recall tests of the previously viewed words. The analysis demonstrated that the recognition rate of the words that had been presented on the nose was significantly higher for the task of facial trustworthiness vs. facial attractiveness evaluation. These findings suggest that the evaluation of facial trustworthiness may be distinguished by that of facial attractiveness in terms of the allocation of attentional resources.

  • PDF

Far Distance Face Detection from The Interest Areas Expansion based on User Eye-tracking Information (시선 응시 점 기반의 관심영역 확장을 통한 원 거리 얼굴 검출)

  • Park, Heesun;Hong, Jangpyo;Kim, Sangyeol;Jang, Young-Min;Kim, Cheol-Su;Lee, Minho
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.49 no.9
    • /
    • pp.113-127
    • /
    • 2012
  • Face detection methods using image processing have been proposed in many different ways. Generally, the most widely used method for face detection is an Adaboost that is proposed by Viola and Jones. This method uses Haar-like feature for image learning, and the detection performance depends on the learned images. It is well performed to detect face images within a certain distance range, but if the image is far away from the camera, face images become so small that may not detect them with the pre-learned Haar-like feature of the face image. In this paper, we propose the far distance face detection method that combine the Aadaboost of Viola-Jones with a saliency map and user's attention information. Saliency Map is used to select the candidate face images in the input image, face images are finally detected among the candidated regions using the Adaboost with Haar-like feature learned in advance. And the user's eye-tracking information is used to select the interest regions. When a subject is so far away from the camera that it is difficult to detect the face image, we expand the small eye gaze spot region using linear interpolation method and reuse that as input image and can increase the face image detection performance. We confirmed the proposed model has better results than the conventional Adaboost in terms of face image detection performance and computational time.

A Study on the Usability of Real-Time Remote Lecture Platform for Effective Learning Experience -Focused on ZOOM UI design layout- (효과적인 학습경험을 위한 실시간 원격강의 플랫폼 사용성 연구 -ZOOM UI디자인 레이아웃을 중심으로-)

  • Chung, Seung-Jae;Lee, Younjoon
    • Journal of Digital Convergence
    • /
    • v.19 no.10
    • /
    • pp.395-401
    • /
    • 2021
  • In the digital era, Korean universities are using real-time remote lecture platforms as a tool for learning. However, it is confusing due to low usage experience problems, and usability studies are needed. The purpose of this study is to measure, analyze, and propose gaze tracking and learning experiences according to the UI design layout of ZOOM. A total of 30 subjects were selected to conduct eye tracking and survey when learning. The experiment showed that grid layouts have a higher emotional realism and learning satisfaction than other layouts. Furthermore, it turns out that participants focused the most attention on grid layouts. Therefore, for high learning experience, grid layouts and layouts that visually highlight participants and induce communication are needed.

Differences in Eye Movement during the Observing of Spiders by University Students' Cognitive Style - Heat map and Gaze plot analysis - (대학생의 인지양식에 따라 거미 관찰에서 나타나는 안구 운동의 차이 - Heat map과 Gaze plot 분석을 중심으로 -)

  • Yang, Il-Ho;Choi, Hyun-Dong;Jeong, Mi-Yeon;Lim, Sung-Man
    • Journal of Science Education
    • /
    • v.37 no.1
    • /
    • pp.142-156
    • /
    • 2013
  • The purpose of this study was to analyze observation characteristics through eye movement according to cognitive style. For this, developed observation task that can be shown the difference between wholistic cognitive style group and analytic cognitive style group, measured eye movement of university students who has different cognitive style, as given observation task. It is confirmed the difference between two cognitive style groups by analysing gathered statistics and visualization data. The findings of this study were as follows; First, Compared observation sequence and pattern by cognitive style, analytic cognitive style group is concerned with spider first and moving on surrounding environment, whereas wholistic cognitive style group had not fixed pattern as observing spider itself and surrounding area of spider alternately or looking closely on particular part at first. When observing entire feature and partial feature, wholistic cognitive style group was moving on Fixation from outstanding factor without fixed pattern, analytic cognitive style had certain directivity and repetitive investigation. Second, compared the ratio of observation, analytic cognitive style group gave a large part to spider the very thing, wholistic cognitive style group gave weight to surrounding area of spider, and analytic group shown higher concentration on observing partial feature, wholistic cognitive style group shown higher concentration on observing wholistic feature. Wholistic cognitive style group gave importance to partial features in surrounding area, and wholistic feature of spider than analytic cognitive style group, analytic cognitive style group was focus on partial features of spider than wholistic cognitive style group. Through the result of this study, there are differences of observing time, frequency, object, area, sequence, pattern and ratio from cognitive styles. It is shown the reason why each student has varied outcome, from the difference of information following their cognitive style, and the result of this study help to figure out and give direction to what observation fulfillment is suitable for each student.

  • PDF

Research on the Change in Index of Pupil in the Initial Observation on Large Space of Library (공간의 초기 주시과정에 나타난 동공지표의 크기변화에 관한 연구)

  • Kim, Jong-Ha
    • Science of Emotion and Sensibility
    • /
    • v.21 no.2
    • /
    • pp.15-28
    • /
    • 2018
  • The purpose of this study was to conduct eye-tracking experiments to target large spaces and to analyze the characteristics of pupil gaze by gender. By analyzing the change of pupil size in the eye-tracking experiment, we suggest a template for objective and scientific analyses of gender observation data. Additionally, based on the difference between gender and time to pupil size change, we noted the characteristic of time that gather the visual perception data information and showed that females attend to interesting elements of visual information one to two seconds slower than males. In the initial "$1sec{\rightarrow}2sec$", the pupil size has been increased in leap condition of male and in fixed condition of female. In addition, if condition limits to fixed observation to view the change rates on gender then the pupil size of female was larger than male before 9 seconds, while male's pupil size was larger after 9 seconds. This indicates that females obtain visual information through a relatively larger pupil size during the first 1-8 seconds after stimulus presentation, while males acquire it between 10-15 seconds after input. However, based on the result that the pupil size of female was larger than male on the change of observation time, the pupil size movement on female was energized to watch more interest element after a certain period of time.

Effective Eye Detection for Face Recognition to Protect Medical Information (의료정보 보호를 위해 얼굴인식에 필요한 효과적인 시선 검출)

  • Kim, Suk-Il;Seok, Gyeong-Hyu
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.12 no.5
    • /
    • pp.923-932
    • /
    • 2017
  • In this paper, we propose a GRNN(: Generalized Regression Neural Network) algorithms for new eyes and face recognition identification system to solve the points that need corrective action in accordance with the existing problems of facial movements gaze upon it difficult to identify the user and. Using a Kalman filter structural information elements of a face feature to determine the authenticity of the face was estimated future location using the location information of the current head and the treatment time is relatively fast horizontal and vertical elements of the face using a histogram analysis the detected. And the light obtained by configuring the infrared illuminator pupil effects in real-time detection of the pupil, the pupil tracking was to extract the text print vector. The abstract is to be in fully-justified italicized text as it is here, below the author information.