• 국제학술발표논문집
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• The 6th International Conference on Construction Engineering and Project Management
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• pp.10-14
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• 2015

Unsafe behavior is one of the major causes of construction accidents. Managing the behavior of workers in real-time is difficult and requires huge manpower. In this paper, a new real-time locating framework is proposed to improve safety management by collecting and analyzing data describing the behavior of workers to identify habits that may lead to accidents. The aim of the study is to identify working habits of workers based on their location history. Location data is used to compare with that of other workers and equipment. The results indicate that the reuse of real-time location data can provide extra safety information for safety management and that the proposed system has the potential to prevent struck-by accidents and caught-in between accidents by predicting unwanted interaction between workers and equipment. This adds to current research aimed at automating construction safety to the point where the continuous monitoring, managing and protection of site workers on site is possible.

• 디지털융복합연구
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• 제14권6호
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• pp.151-156
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• 2016

본 연구의 목적은 선행연구를 통해 도출한 부동산중개서비스품질 요소들 중 핵심적인 부동산중개서비스품질 요인을 찾아내고 이들 요인들의 재이용의도에 대한 관련성 정도를 파악하는 것이다. 이를 위해 본 연구에서는 부동산중개서비스품질 변수(전문지식, 태도, 상호작용)와 신뢰 및 재이용의도 정도를 포함한 설문을 작성하여 부동산중개사무소를 이용한 경험자를 대상으로 설문조사를 통해 자료를 수집하고, 이 자료를 이용하여 탐색적 요인분석과 구조방정식모형을 이용한 확인적 요인분석을 실시하였다. 분석결과 상호작용은 신뢰에 양의 영향을 미치고 신뢰는 다시 재이용의도에 양의 영향을 미치고 있으며 동시에 상호작용은 재이용의도에 직접적으로도 양의 영향을 미치는 것으로 나타났다. 그러므로 본 분석결과, 부동산중개사무소의 경영자는 고객의 재방문의도를 높이기 위해 부동산중개서비스품질 요인들 중 상호작용에 관심을 두어야함을 알 수 있다. 본 연구를 위한 설문을 전국규모로 하여 분석결과의 일반화는 향후연구과제로 남긴다.

• 전기전자학회논문지
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• 제23권4호
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• pp.1423-1429
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• 2019

최근에, 효율적인 상호작용을 지원하는 시스템 인 휴먼 머신 인터페이스(HMI)가 인기를 끌고있다. 본 논문에서는 차량 상호작용방법 중 하나로 새로운 실시간 저비용 손동작 제어 시스템을 제안한다. 계산 시간을 줄이기 위해 RGB 카메라를 사용하여 손 영역을 감지할 때 많은 계산이 필요하므로 TOF (Time-of-Flight) 카메라를 사용하여 깊이 정보를 취득한다. 또한, 푸리에 기술자를 사용하여 학습 모델을 줄였다. 푸리에 디스크립터는 전체 이미지에서 적은 수의 포인트만 사용하므로 학습 모델을 소형화 할 수 있다. 제안 된 기법의 성능을 평가하기 위해 데스크탑과 라즈베리 pi 2의 속도를 비교했다. 실험 결과에 따르면 소형 임베디드와 데스크탑의 성능 차이는 크지 않다. 제스처 인식 실험에서 95.16 %의 인식률이 확인되었다.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2010년도 추계학술대회
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• pp.252-255
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• 2010

본 논문에서는 적외선 LED BAR를 기반으로 하여 3D 입체 영상을 이용하면서 다양한 터치 인터랙션이 가능한 대규모 인터랙티브 디스플레이 시스템을 제안한다. 제안하는 IR LED BAR를 이용하여 입체 영상의 느낌을 느낄 수 있는 스크린과 떨어진 공간에 인터랙션 막을 생성 한다. band pass filter를 장착한 적외선 카메라를 통하여 실시간으로 영상을 획득한다. 획득되어진 영상은 영상처리모듈을 통하여 터치 인터랙션 좌표 정보를 구하고 packet으로 저장한다. 네트워크 데이터 통신을 통하여 packet을 server로 보내며 server에서 메타포 분석 모듈로 packet을 분석하고 메타포 이벤트로 저장하여 콘텐츠에 보낸다. 콘텐츠에서는 실시간으로 메타포 이벤트 결과를 실행하여 입체 영상에서 터치 인터랙션이 사용 가능하도록 한다. 그로 인하여 직접 스크린을 터치하지 않아도 시스템과 터치 인터랙션이 가능하게 됨에 따라 3D 입체 영상을 이용하면서 터치 인터랙션이 가능하게 되었다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권6호
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• pp.3055-3073
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• 2019

In this paper, a new user identification method is presented using real environmental human-computer-interaction (HCI) behavior data to improve method usability. User behavior data in this paper are collected continuously without setting experimental scenes such as text length, action number, etc. To illustrate the characteristics of real environmental HCI data, probability density distribution and performance of keyboard and mouse data are analyzed through the random sampling method and Support Vector Machine(SVM) algorithm. Based on the analysis of HCI behavior data in a real environment, the Multiple Kernel Learning (MKL) method is first used for user HCI behavior identification due to the heterogeneity of keyboard and mouse data. All possible kernel methods are compared to determine the MKL algorithm's parameters to ensure the robustness of the algorithm. Data analysis results show that keyboard data have a narrower range of probability density distribution than mouse data. Keyboard data have better performance with a 1-min time window, while that of mouse data is achieved with a 10-min time window. Finally, experiments using the MKL algorithm with three global polynomial kernels and ten local Gaussian kernels achieve a user identification accuracy of 83.03% in a real environmental HCI dataset, which demonstrates that the proposed method achieves an encouraging performance.

• 한국HCI학회:학술대회논문집
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• 한국HCI학회 2006년도 학술대회 1부
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• pp.684-691
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• 2006

As many functionalities such as cameras and MP3 players are converged to mobile phones, more intuitive and interesting interaction methods are essential. In this paper, we present applications and their enabling technologies for gesture interactive cell phones. They employ gesture recognition and real-time shake detection algorithm for supporting motion-based user interface and entertainment applications respectively. The gesture recognition algorithm classifies users' movement into one of predefined gestures by modeling basic components of acceleration signals and their relationships. The recognition performance is further enhanced by discriminating frequently confusing classes with support vector machines. The shake detection algorithm detects in real time the exact motion moment when the phone is shaken significantly by utilizing variance and mean of acceleration signals. The gesture interaction algorithms show reliable performance for commercialization; with 100 novice users, the average recognition rate was 96.9% on 11 gestures (digits 1-9, O, X) and users' movements were detected in real time. We have applied the motion understanding technologies to Samsung cell phones in Korean, American, Chinese and European markets since May 2005.

• International Journal of Contents
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• 제13권1호
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• pp.68-75
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• 2017

Interactive Typography is a process where a user communicates by interacting with text and a moving factor. This research covers interactive typography using real-time response to a user's gesture. In order to form a language-independent system, preprocessing of entered text data presents image data. This preprocessing is followed by recognizing the image data and the setting interaction points. This is done using computer vision technology such as the Harris corner detector and contour detection. User interaction is achieved using skeleton information tracked by a depth camera. By synchronizing the user's skeleton information acquired by Kinect (a depth camera,) and the typography components (interaction points), all user gestures are linked with the typography in real time. An experiment was conducted, in both English and Korean, where users showed an 81% satisfaction level using an interactive typography system where text components showed discrete movements in accordance with the users' gestures. Through this experiment, it was possible to ascertain that sensibility varied depending on the size and the speed of the text and interactive alteration. The results show that interactive typography can potentially be an accurate communication tool, and not merely a uniform text transmission system.

• 한국가시화정보학회지
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• 제15권1호
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• pp.32-40
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• 2017

Interaction between fluid and a rigid object is frequently observed in everyday life. However, it is difficult to simulate their interaction as the medium and the object have different representations. One of the challenging issues arises especially in handling deformation of the object visually as well as rendering haptic feedback. In this paper, we propose a real-time simulation technique for multimodal interaction between particle-based fluids and soluble solids. We have developed the dissolution behavior model of solids, which is discretized based on the idea of smoothed particle hydrodynamics, and the changes in physical properties accompanying dissolution is immediately reflected to the object. The user is allowed to intervene in the simulation environment anytime by manipulating the solid object, where both visual and haptic feedback are delivered to the user on the fly. For immersive visualization, we also adopt the screen space fluid rendering technique which can balance realism and performance.

• International journal of advanced smart convergence
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• 제7권3호
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• pp.130-139
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• 2018

This study is to analyze the relationship between character and human semantic production through research on character visualization artworks and to develop a creative platform that visually expresses the formative and semantic dynamics of characters using the results will be. The 3D spatial interaction system using the character visualization proposed generates the transformation of the character in real time using the interaction with user and the deconstruction of the character structure. Transformations of characters including the intentions of the viewers provide a dynamic visual representation to the viewer and maximize the efficiency of meaning transfer by producing various related meanings. The method of dynamic deconstruction and reconstruction of the characters provided by this system creates special shapes that viewers cannot imagine until now and further extends the interpretation range of the meaning of the characters. Therefore, the proposed system not only induces an active viewing attitude from viewers, but also gives them an opportunity to enjoy watching the artwork and demonstrate creativity as a creator. This system induces new gestures of the viewer in real time through the transformation of characters in accordance with the viewer''s gesture, and has the feature of exchanging emotions with viewers.

• 한국정보디스플레이학회:학술대회논문집
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• 한국정보디스플레이학회 2007년도 7th International Meeting on Information Display 제7권2호
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• pp.1729-1732
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• 2007

We introduce a mobile-type 3D display that achieves a full directional motion parallax and the real time interactions between the observer and the 3D image at the same time. These effects can be unique specified to the mobile-type 3D display.