• 제목/요약/키워드: Touching Problem

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YOLO 기반 외곽 사각형을 이용한 근접 돼지 분리 (Separation of Touching Pigs using YOLO-based Bounding Box)

  • 서지현;주미소;최윤창;이준희;정용화;박대희
    • 한국멀티미디어학회논문지
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    • 제21권2호
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    • pp.77-86
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    • 2018
  • Although separation of touching pigs in real-time is an important issue for a 24-h pig monitoring system, it is challenging to separate accurately the touching pigs in a crowded pig room. In this study, we propose a separation method for touching pigs using the information generated from Convolutional Neural Network(CNN). Especially, we apply one of the CNN-based object detection methods(i.e., You Look Only Once, YOLO) to solve the touching objects separation problem in an active manner. First, we evaluate and select the bounding boxes generated from YOLO, and then separate touching pigs by analyzing the relations between the selected bounding boxes. Our experimental results show that the proposed method is more effective than widely-used methods for separating touching pigs, in terms of both accuracy and execution time.

오목점과 에지 정보를 이용한 돼지의 경계 구분 (Pig Segmentation using Concave-Points and Edge Information)

  • 백한솔;정연우;주미소;정용화;박대희;김학재
    • 한국멀티미디어학회논문지
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    • 제19권8호
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    • pp.1361-1370
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    • 2016
  • To reduce huge losses in pig farms, weaning pigs with weak immune systems are required to be carefully supervised. Even if various researches have been performed for pig monitoring environment, segmenting each pig from touching-pigs is still entrenched as a difficult problem. In this paper, we propose a segmentation method for touching-pigs by using concave-points and edge information in a video surveillance system. Especially, we interpret the segmentation problem as a time-series analysis problem in order to identify the concave-points generated by touching-pigs. Based on the experimental results with the videos obtained from a domestic pig farm, we believe that the proposed method can accurately segment the touching-pigs.

측면 윤곽 패턴을 이용한 접합 문자 분할법 (Character Segmentation Using Side Profile Pattern)

  • 정민철
    • 한국산학기술학회논문지
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    • 제4권3호
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    • pp.248-251
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    • 2003
  • 본 연구에서는 접합 문자를 분할하는 알고리듬을 소개한다. 문자 인식기는 문자를 인식하기 위해 문자 분할을 전처리 단계에 필요로 하는데, 문자 분할은 높은 수행력을 위해 문자 인식 결과를 필요로 한다. 이 딜레마를 해결하기 위해서는 문자 분할과 문자 인식, 이 두 문제를 동시에 해결하는 방법이 필요하다. 이를 위해 본 논문에서는 문자 분할 전에 접합문자 내에 있는 소속 문자를 인식하고 문자를 분할하는 새로운 문자 분할 방법을 제시한다. 본 연구에서 제시한 문자 분할알고리즘은 접합 문자 내에 있는 소속 문자를 문자 분할 전에 인식하기 위해 측면 윤곽을 정의하고, 그 히스토그램을 구해 프로토타입에 있는 단일 문자의 측면 윤곽 히스토그램과 비교 계산하여 가장 적은 거리차를 가지는 단일 문자를 분할 문자의 일차 후보로 내정하여, 분할 비용을 가지고 접합 문자를 분할한다.

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일 지역 초등학생의 성문제 행동 (The Sexual Problem Behavior of the Primary School Students in a Region)

  • 김현옥;박광숙;전미숙
    • Child Health Nursing Research
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    • 제13권4호
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    • pp.486-494
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    • 2007
  • Purpose: This study was executed to investigate the route of the sexual knowledge acquisition and the sexual problem behavior of primary school students in a region. Method: The subjects of this research who were primary school 5, 6 grade students of 990 people were chosen at random in big cities, small towns and rural areas in Jeonbuk province. Result: The route of the sexual knowledge acquisition was through taking lesson & teacher in the school(40.6%), the peer group or senior member(26.1%), internet(15.3%), parents(10.0%), and multimedia(8.0%). The domain of the sexual problem behavior showed sexual impulse 3.8%, sexual violence 3.7%, masturbation 2.7%, voyeur 1.8%, prostitution 0.8%, transvestism 0.5%, exhibitionism 0.1%. The sexual problem behavior experienced by 5.0% or more of the subjects showed the experience of another person's compulsory touching on their body, the embrace desire and the kiss desire with opposite sexual friend. And the biggest sexual problem behavior of the subjects was sexual violence and sexual impulse to opposite sexual friend. The experience rate of the 6 grade was higher than that of the 5 grade (p<.05) and the male students' experience rate of another person's compulsory touching on their body showed higher than that of the female students(p<.05). Conclusion: The author through these findings suggests that systematic programs and curriculum should be developed for sexual problem behavior prevention.

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국립공원내의 환경오염행위 관리를 위한 Communication정책의 효 과 -미국 Carlsbad Caverns 국립공원의 사례를 중심으로- (Effects of Communication Strategies for Managing Depreciative Behavior in Carlsbad Caverns National Park)

  • 김용근
    • 한국조경학회지
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    • 제19권2호
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    • pp.32-40
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    • 1991
  • Damage to natural resources from inappropriate visitor behavior is a problem faced by National Park management. Based on the data gathered by personal interview and mail questionnaire, this study examines the effects of communication strategies to reduce depreciative behavior in Carlsbad Caverns National Park. One-quarter of Carlsbad Caverns visitors indicates that they have noticed damage to cave formation during their tour. Almost 38% of visitors say that they have witnessed someone touch a formation inside the Caverns. This is a relatively high percentage compared with other depreciative behavior research to refrain from "tattling" on fellow visitors. Two-thirds of the respondents recalls touching formation replicas before entering the Cavern, while almost all visitors (97.9%) say that they have heard the ranger's talk about not touching formation or leaving the trail. Visitors feel that the ranger's talk is more effective in reducing depreciative behavior than the formation replicas, although at least three-fourths of all respondents believes both techniques are effective.

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다중 측정 좌표계를 이용한 로봇 캘리브레이션 방법 연구 (Study on Robot Calibration Using Multi-measurement Coordinate System)

  • 임생기;김정태;범진환;최재성
    • 한국정밀공학회지
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    • 제16권3호통권96호
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    • pp.164-173
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    • 1999
  • Robot calibration needs accurate measurements of robot end-effector position at a number of different robot configurations. One of the efficient ways of the measurement is "Touching on Jig" method suggested in [7], which utilizes a touch sensor and a fixture consisting of various sizes of blocks. By moving the end-effector to touch the surface of a block whose position relative to the other is known, the end-effector position relative to the fixture coordinate system can be obtained at the instant of touching. However, the global size of fixture is too small to cover the various configurations of the robot. Because of the manufacturing difficulties, the fixture cannot be manufactured large enough for well distributed position measurement. It results in the improvement of robot accuracy only in the limited space near to the fixture rather than over the whole space of the robot working volume. The paper proposes a method to resolve the above problem by measuring the end-effector positions with respect to several different coordinate system using the same measurement devices. It is found that the proposed method leads the improvements of robot position accuracy over the large space of working volume. The experimental studies are performed to show the validity of the method and their results are discussed.

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Research of Foresight Knowledge by CMAC based Q-learning in Inhomogeneous Multi-Agent System

  • Hoshino, Yukinobu;Sakakura, Akira;Kamei, Katsuari
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.280-283
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    • 2003
  • A purpose of our research is an acquisition of cooperative behaviors in inhomogeneous multi-agent system. In this research, we used the fire panic problem as an experiment environment. In Fire panic problem a fire exists in the environment, and follows in each steps of agent's behavior, and this fire spreads within the constant law. The purpose of the agent is to reach the goal established without touching the fire, which exists in the environment. The fire heat up by a few steps, which exists in the environment. The fire has unsureness to the agent. The agent has to avoid a fire, which is spreading in environment. The acquisition of the behavior to reach it to the goal is required. In this paper, we observe how agents escape from the fire cooperating with other agents. For this problem, we propose a unique CMAC based Q-learning system for inhomogeneous multi-agent system.

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키넥트 깊이 정보를 이용한 개별 돼지의 탐지 (Individual Pig Detection Using Kinect Depth Information)

  • 최장민;이종욱;정용화;박대희
    • 정보처리학회논문지:컴퓨터 및 통신 시스템
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    • 제5권10호
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    • pp.319-326
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    • 2016
  • 밀집된 돈방에서 사육되는 돼지의 공격적 행동들은 돼지의 성장에 심각한 악영향을 주고, 이는 농가의 경제적 손실로 이어진다. 따라서 농가의 생산성 하락에 따른 경제적 손실과 직결되는 돈방 내의 비정상 상황들을 지속적으로 모니터링 할 수 있는 IT기반의 영상 감시 시스템이 요구된다. 본 논문에서는 돼지의 행동 분석 이전에 필수적으로 선행되어야만 하는 개별 돼지의 탐지를 위한 키넥트 카메라 기반의 새로운 모니터링 시스템을 제안한다. 제안된 시스템은 다음과 같다. 1) 키넥트 카메라로부터 취득한 깊이 영상에서 배경 차영상 기법과 깊이 임계값을 이용하여 서있는 돼지만을 탐지함으로써 영상 내의 탐색영역을 축소한다, 2) 서있는 돼지들 중에서 움직임이 있는 돼지들만을 관심영역으로 설정하여 탐지한다. 3) 서서 움직이는 돼지들 사이에서 발생하는 근접 문제를 깊이정보를 이용한 등고선기법을 제안 적용하여 돼지객체 탐지를 완성한다. 실제 세종에 위치한 한 돈사에서 취득한 깊이 영상 정보를 이용하여 본 논문에서 제안하는 시스템의 성능을 실험적으로 검증한다.

순응성 발목 관절을 갖는 두발 로보트의 보행 (Walking of a biped robot with compliant ankle joints)

  • 이건영
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.1157-1160
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    • 1996
  • Control of a biped robot which has compliant ankle joints is dealt in this paper. Simulated version of a human ankle joint is built using springs and mechanical constraints, which gives a flexibility of joint and compliance against the touching ground. The biped robot with compliant ankle joints proposed here gives a good contact between its sole and the ground and makes foot landing soft. As a result, installing force sensors for measuring the center of gravity of the biped becomes easier. A motor to drive an ankle joint is not needed which makes legs light. However, the control problem becomes more difficult because the torque of the ankle joint to put the biped in a desired walking gait cannot be provided from the compliant ankle joint. To solve this problem, we proposed a dynamic gait modification method by adjusting the position of a hip joint. Simulation results for the mathematical model of the SD-2 biped in the Ohio State University are given to show the validity of the proposed controller.

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한국 미인의 치아안면구도에 대한 기하학적 분석 (GEOMETRICAL ANALYSIS ON THE DENTOFACIAL COMPOSITION OF KOREAN BEAUTIFUL WOMAN)

  • 신영호;오상천
    • 대한치과보철학회지
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    • 제42권5호
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    • pp.524-534
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    • 2004
  • Statement of problem: The meaning of the beauty has a little different nature according to a time, culture, and nation. Purpose : This study was undertaken to estimate the geometric esthetic criteria for Korean woman by analysis of facial photograph in a smiling. Material and methods: The facial photographs of 678 Korean beautiful woman were collected from Miss Korea candidates(from 1971 to 2003 year). The dento-facial composition was measured and analyzed geometrically on computer monitor using $Adobe^{(R)}$ $Photoshop^{(R)}$ 7.0. The statistical significance of the differences among the 4 decade groups was estimated by a $x^2$ test. Result : The Korean beautiful woman skewed the geometric characteristics such as the 'coincidence' (83.0%) between facial midline and dental midline, the 'normal' (96.9%) alignment and arrangement of upper anterior teeth. the 'average' (79.1%) position and 'upward' (53.4%) curvature of upper lip, the 'parallel' (85.7%) relationship between the lower lip and upper anterior incisal curvature, the 'touching' (49.9%) and 'not-touching' (44.8%) relationship between upper anterior incisor and towel lip, the 'first premolar' (54.1%) and 'second premolar' (38.9%) displayed in a smile, and the 'symmetry' (89.4%) of smile. There was statistical significance among the 4 decades in the respect of the upper lip curvature, the relationship between upper anterior incisor and lower lip, and the most posterior teeth displayed in a smile (p<0.05). Conclusion : The Korean beautiful woman showed similar results to the western esthetic criteria in the some respects and the tendency that the Korean woman had more active smiling recently.