• Title/Summary/Keyword: 판단트리

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An OpenPose-based Child Abuse Decision System using Surveillance Video (감시 영상을 활용한 OpenPose 기반 아동 학대 판단시스템)

  • Yoo, Hye-Rim;Lee, Bong-Hwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.3
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    • pp.282-290
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    • 2019
  • Recently child abuse has occurred frequently in educational institutions such as daycare center and kindergarten. Therefore, government made it mandatory to install CCTVs, but it is not easy to inspect the CCTV images. In this paper, we propose a model for judging child abuse using CCTV images. First of all, child abuse is a physical abuse of children by adults, thus a model for classifying adults and children is needed. The existing Haar scheme uses the frontal image to classify adults and children. However, the OpenPose allows to classify adults and children regardless of frontal and side image. In this research, a child abuse judgment model was designed and implemented by applying characteristics of adult and child posture when a child was abused. Since the implemented system utilizes the currently installed CCTV image, it is possible to monitor the child abuse in real time without any additional installation, which enables us to cope with the abuse promptly.

A Management Plan According to the Estimation of Nutria (Myocastorcoypus) Distribution Density and Potential Suitable Habitat (뉴트리아(Myocastor coypus) 분포밀도 및 잠재적 서식가능지역 예측에 따른 관리방향)

  • Kim, Areum;Kim, Young-Chae;Lee, Do-Hun
    • Journal of Environmental Impact Assessment
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    • v.27 no.2
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    • pp.203-214
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    • 2018
  • The purpose of this study is to estimate the concentrated distribution area of nutria (Myocastor coypus) and potential suitable habitat and to provide useful data for the effective management direction setting. Based on the nationwide distribution data of nutria, the cross-validation value was applied to analyze the distribution density. As a result, the concentrated distribution areas thatrequired preferential elimination is found in 14 administrative areas including Busan Metropolitan City, Daegu Metropolitan City, 11 cities and counties in Gyeongsangnam-do and 1 county in Gyeongsangbuk-do. In the potential suitable habitat estimation using a MaxEnt (Maximum Entropy) model, the possibility of emergency was found in the Nakdong River middle and lower stream area and the Seomjin riverlower stream area and Gahwacheon River area. As for the contribution by variables of a model, it showed DEM, precipitation of driest month, min temperature of coldest month and distance from river had contribution from the highest order. In terms of the relation with the probability of appearance, the probability of emergence was higher than the threshold value in areas with less than 34m of altitude, with $-5.7^{\circ}C{\sim}-0.6^{\circ}C$ of min temperature of the coldest month, with 15-30mm of precipitation of the driest month and with less than 1,373m away from the river. Variables that Altitude, existence of water and wintertemperature affected settlement and expansion of nutria, considering the research results and the physiological and ecological characteristics of nutria. Therefore, it is necessary to reflect them as important variables in the future habitable area detection and expansion estimation modeling. It must be essential to distinguish the concentrated distribution area and the management area of invasive alien species such as nutria and to establish and apply a suitable management strategy to the management site for the permanent control. The results in this study can be used as useful data for a strategic management such as rapid management on the preferential management area and preemptive and preventive management on the possible spreading area.

A Complementary Quadtree in Consideration for Gradient of Homogeneous Regions (동질 영역의 기울기를 고려한 상보 쿼드트리)

  • Kim, Sin-Jin;Lee, Jong-Yeop;Kim, Yeong-Mo;Go, Gwang-Sik
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.3
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    • pp.36-41
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    • 2002
  • Generally, cartoon images are simple and involve a small number of colors and often include large homogeneous regions with same color or gradient. In this paper, effective compression method for complementary quadtree was suggested for cartoon images, by using those properties. And with progressive transmission, this method involves a progressive increase in the image resolution at the receiver from a lower to a higher resolution during the transmission of data. This is an effective way of using a limited transmission channel, because, after estimating the value of the data in the early transmission period, a decision can be made whether or not to proceed with the transmission of the remaining part. Since the proposed method is lossless and involves progressive transmission, it was compared with progressive PNG and progressive GIF, which had same functions.

Development of Intelligent Multi-Agent in the Game Environment (게임 환경에서의 지능형 다중 에이전트 개발)

  • Kim, DongMin;Choi, JinWoo;Woo, ChongWoo
    • Journal of Internet Computing and Services
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    • v.16 no.6
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    • pp.69-78
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    • 2015
  • Recently, research on the multi-agent system is developed actively in the various fields, especially on the control of complex system and optimization. In this study, we develop a multi-agent system for NPC simulation in game environment. The purpose of the development is to support quick and precise decision by inferencing the situation of the dynamic discrete domain, and to support an optimization process of the agent system. Our approach employed Petri-net as a basic agent model to simplify structure of the system, and used fuzzy inference engine to support decision making in various situation. Our experimentation describes situation of the virtual battlefield between the NPCs, which are divided two groups, such as fuzzy rule based agent and automata based agent. We calculate the percentage of winning and survival rate from the several simulations, and the result describes that the fuzzy rule based agent showed better performance than the automata based agent.

Diffusion of software innovation: a Petri Net theory perspective (Petri Net 이론 관점에서 본 소프트웨어 혁신의 확산)

  • Han, Jiyeon;Ahn, Jongchang;Lee, Ook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.2
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    • pp.858-867
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    • 2013
  • Hardware and software field are developed by environment of MPSOC. Also it is still working with economic world and academic world. This study focus on software side and try to classify from parallel programming design world. It can be divided by three; Data, Tasks, and Data flow model. Then we used Petri Net to CUDA and HOPES programmer and found how much they understand parallel programming for each side. We focus on two sides and what is different between their experience. Petri Net is easy to descript parallel program or parallel design pattern for Task, Data, and Hybird. This research can explain how they know and how much they know about parallel programming.

Application of Dual Tree Complex Wavelet for Performance Improvement of CT Images (CT 영상의 화질개선을 위한 이중트리복합웨이블릿의 적용)

  • Choi, Seokyoon
    • Journal of the Korean Society of Radiology
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    • v.13 no.7
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    • pp.941-946
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    • 2019
  • Computed tomography (CT) has been increasing in frequency and indications for use in clinical diagnosis and treatment decisions. Multidetector CT has the advantage of shortening the inspection time and obtaining a high resolution image compared to a single detector CT, but has been pointed out the disadvantage of increasing the radiation exposure. In addition, when the low tube voltage is used to reduce the exposure dose in the CT, noise increases relatively. In the existing method, the method of finding the optimal image quality using the method of adjusting the parameters of the image reconstruction method is not a fundamental measure. In this study, we applied a double-tree complex wavelet algorithm and analyzed the results to maintain the normal signal and remove only noise. Experimental results show that the noise is reduced from 8.53 to 4.51 when using a complex oriented 2D method with 100kVp and 0.5sec rotation time. Through this study, it was possible to remove the noise and reduce the patient dose by using the optimal noise reduction algorithm. The results of this study can be used to reduce the exposure of patients due to the low dose of CT.

An Efficient k-D tree Traversal Algorithm for Ray Tracing on a GPU (GPU상에서 동작하는 Ray Tracing을 위한 효과적인 k-D tree 탐색 알고리즘)

  • Kang, Yoon-Sig;Park, Woo-Chan;Seo, Choong-Won;Yang, Sung-Bong
    • Journal of KIISE:Computer Systems and Theory
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    • v.35 no.3
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    • pp.133-140
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    • 2008
  • This paper proposes an effective k-D tree traversal algorithm for ray tracing on a GPU. The previous k-D tree traverse algorithm based on GPU uses bottom-up searching from a leaf to the root after failing to find the ray intersected primitive in the leaf node. During the bottom-up search the algorithm decides the current node is visited or not from the parent node. In such a way, we need to visit the parent node which was already visited and the duplicated bounding box intersection tests. The new k-D tree traverse algorithm reduces the brother and parent duplicated visit by using an efficient method which decides whether the brother node is already visited or not during the bottom-up search. Also the algorithm take place bounding box intersection tests only for the nodes which is not yet done. As a result our experiment shows the new algorithm is about 30% faster than the previous.

Development and Effect Analysis of a Learning Support System for Underachievers Using Psychological Learning Style Tests (학습 스타일 심리검사를 이용한 부진아 학습 지원 시스템의 개발 및 효과 분석)

  • Lee, Jong-Suk;Jang, Eun-Sill;Lee, Yong-Kyu
    • Journal of The Korean Association of Information Education
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    • v.11 no.3
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    • pp.299-306
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    • 2007
  • It is urgent to have learning support for children with learning disability according to the survey made by the government educational organization. To this end, we developed a learning support system for children with learning disability. First, the system diagnoses the children with learning disability using a decision tree based on the pre-test results. Secondly, it supports for children with learning disability one of audio-, vision- and tactility-oriented learning types according to the results from the psychological learning style test. Thirdly, one-to-one study is supported for failed students at the achievement test. For the evaluation of the system, the children with disability were divided into an experimental group and a control group and the educational achievement was evaluated. We found that 10% on the average was improved in case that learning was made after the psychological test for learning styles.

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Early Decision of Transform unit for HEVC (HEVC를 위한 고속 변환 크기 결정방법)

  • Kang, Jang-Byung;Choi, Haechul
    • Journal of Broadcast Engineering
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    • v.18 no.4
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    • pp.631-642
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    • 2013
  • For the emerging High Efficiency Video Coding (HEVC) standard, a fast transform unit (TU) decision method is proposed. HEVC defines the TU representing a region sharing the same transformation, and it allows a residual block to be split into multiple TUs recursively to form a quadtree. By using the quadtree of TUs, HEVC supports various transform sizes from $4{\times}4$ to $32{\times}32$. The various sizes of TUs can provide a good coding efficiency, whereas this may increase encoding complexity dramatically. In the assumption that a TU with highly compacted energy is unlikely to be split, the proposed method determines TU sizes according to the position of the last non-zero transform coefficient. In the experimental results, the proposed method reduced 18% encoding run time with the negligible coding loss of 0.7% BD-rate for the Random_access case.

Characteristics of Solid Culm and Solidness Variation in Winter Wheat and Triticale (Solid형 맥류의 줄기의 특성과 Solidness 변이)

  • 강양순;하용웅;박광근;허화영
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.36 no.6
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    • pp.501-505
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    • 1991
  • To evaluate the suitability of solid-culm crops for silage, culm characteristics and the variation of solidness in several solid-culm and hollow-culm cultivars of wheat and triticale were examined both in the field and greenhouse. The degree of culm solidness and the voiume of air space in each internodes were measured at heading. The solidness of solid-culm were increased by the development of pith connected with vascular bundles. There was a variation in solidness among the crops tested. The degree of solidness in hollow -culm crops was 14.6% and 15.0% for 'Wonkwang' wheat and 'Shinkihomil' triticale, whereas in solid-culm crops the degree was 77.0-100% for durum wheats, 61. 0-95.8% for bread wheats and 18,7-57,0% for triticales. For 'Golden ball' which had the most solid culms among durum wheats tested higher solidness was observed in the greenhouse than the field, in the high internodes than low ones and in tiller culms than main stems. The solid-culm crops had a smaller air volume in internodes (1.01-2.30ml) than did 'Shinkihomil' (4.85ml) and this characteristics was considered to be advantageous for air removal and lactic fermentation at ensilaging.

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