• Title/Summary/Keyword: vision training

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Terrain Classification for Enhancing Mobility of Outdoor Mobile Robot (실외 주행 로봇의 이동 성능 개선을 위한 지형 분류)

  • Kim, Ja-Young;Lee, Jong-Hwa;Lee, Ji-Hong;Kweon, In-So
    • The Journal of Korea Robotics Society
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    • v.5 no.4
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    • pp.339-348
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    • 2010
  • One of the requirements for autonomous vehicles on off-road is to move stably in unstructured environments. Such capacity of autonomous vehicles is one of the most important abilities in consideration of mobility. So, many researchers use contact and/or non-contact methods to determine a terrain whether the vehicle can move on or not. In this paper we introduce an algorithm to classify terrains using visual information(one of the non-contacting methods). As a pre-processing, a contrast enhancement technique is introduced to improve classification of terrain. Also, for conducting classification algorithm, training images are grouped according to materials of the surface, and then Bayesian classification are applied to new images to determine membership to each group. In addition to the classification, we can build Traversability map specified by friction coefficients on which autonomous vehicles can decide to go or not. Experiments are made with Load-Cell to determine real friction coefficients of various terrains.

On the a n.0, pplication of TQM to libraries (도서관의 TQM 적용에 관한 연구)

  • 최상기
    • Journal of Korean Library and Information Science Society
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    • v.27
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    • pp.337-367
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    • 1997
  • This study examined the definitions and characteristics of TQM, procedures, problems and benefits of TQM and investigated the cases in U.S.A. and U.K. in a n.0, pplying TQM to libraries. It is necessary that libraries and information centers should a n.0, pply TQM for management innovation in order to overcome present and future crisis. As a result of study, there are three suggestions as follows. First, To be developed the TQM model for various types of libraries by national or library world. Second, To conduct TQM successfully in libraries and information centers, it is necessary to comprising the elements as follows. 1) Vision, committment and leadership of top management 2) Change of library's organizational culture 3) Learning and training of organizational members 4) Interests and participation of organizational members 5) Empowering and respecting people 6) Rewards for performance and accomplishments 7) Benchmarking 8) Measurement of performance and benefits. Third, TQM activities in libraries are developed into quality movement.

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Development Subject and Prospect of Physiotherapy (물리치료의 발전과제와 전망)

  • Kim, Chul-Yong
    • Journal of Korean Physical Therapy Science
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    • v.4 no.2
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    • pp.467-474
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    • 1997
  • 21C's physical therapy in going to be changed by the new needs of medical demanders. Therefore we have to ready to treat these things. 1. The resolute alteration of curricula and scientific development of Korea physical therapy are urgent. 2. The levels of educational system have to be changed like developed country in short time and the master's, doctor's courses have to be formed in university. 3. The field of study has to be seperated by the needs and alterations of the times. And the association has to present vision for physical therapy's developing. 4. The university has to invest and support for training of great capacity's therapists.

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Multiple Object Tracking with Color-Based Particle Filter for Intelligent Space (공간지능화를 위한 색상기반 파티클 필터를 이용한 다중물체추적)

  • Jin, Tae-Seok;Hashimoto, Hideki
    • The Journal of Korea Robotics Society
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    • v.2 no.1
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    • pp.21-28
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    • 2007
  • The Intelligent Space(ISpace) provides challenging research fields for surveillance, human-computer interfacing, networked camera conferencing, industrial monitoring or service and training applications. ISpace is the space where many intelligent devices, such as computers and sensors, are distributed. According to the cooperation of many intelligent devices, the environment, it is very important that the system knows the location information to offer the useful services. In order to achieve these goals, we present a method for representing, tracking and human following by fusing distributed multiple vision systems in ISpace, with application to pedestrian tracking in a crowd. And the article presents the integration of color distributions into particle filtering. Particle filters provide a robust tracking framework under ambiguity conditions. We propose to track the moving objects by generating hypotheses not in the image plan but on the top-view reconstruction of the scene. Comparative results on real video sequences show the advantage of our method for multi-object tracking. Also, the method is applied to the intelligent environment and its performance is verified by the experiments.

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Changes in the Titer of Protein and Cholesterol Content in Non-Diapause, Artificially Diapause Terminated and Diapause Eggs of Silkworm, Bombyx mori.

  • Moorthy, S.M.;Krishnan, N.;Bhattacharya, Tanmay;Chaudhuri, A.
    • International Journal of Industrial Entomology and Biomaterials
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    • v.15 no.2
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    • pp.165-169
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    • 2007
  • A differential specific pattern of variation in the metabolism of protein and cholesterol was noticed in non -diapause and diapause eggs due to the significant differences in embryonic development. The rate of metabolism was different due to specific demands of such metabolites during active embryogenesis and maintenance of diapause respectively. In general, the metabolic rate was found to be accelerated in non- diapause eggs just after egg deposition, while it was very slow in diapause eggs. When the diapause eggs were treated with hydrochloric acid within 16-20 hrs, the rate of turnover was found to very similar to non- diapause eggs, though the base level of protein and cholesterol was recorded to be different.

Directing the turning behavior of carp using virtual stimulation

  • Kim, Cheol-Hu;Kim, Dae-Gun;Kim, Daesoo;Lee, Phill-Seung
    • Ocean Systems Engineering
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    • v.7 no.1
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    • pp.39-51
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    • 2017
  • Fishes detect various sensory stimuli, which may be used to direct their behavior. Especially, the visual and water flow detection information are critical for locating prey, predators, and school formation. In this study, we examined the specific role of these two different type of stimulation (vision and vibration) during the obstacle avoidance behavior of carp, Cyprinus carpio. When a visual obstacle was presented, the carp efficiently turned and swam away in the opposite direction. In contrast, vibration stimulation of the left or right side with a vibrator did not induce strong turning behavior. The vibrator only regulated the direction of turning when presented in combination with the visual obstacle. Our results provide first evidence on the innate capacity that dynamically coordinates visual and vibration signals in fish and give insights on the novel modulation method of fish behavior without training.

A Study on the Method to Improvement and Analysis of Production Process utilize the National Competency Standards (국가직무능력표준을 활용한 공정분석 및 개선방법에 관한 연구)

  • Kim, Sea Whan;Ryu, Jae Seop;Jeong, Young Deuk;Park, Jae Hyun;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
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    • v.16 no.3
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    • pp.335-342
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    • 2014
  • NCS(National Competency Standards) is made by HRDKorea for real company, education, training and qualifications under the current government of national issues. It developed 836 units on the classification of KECO. But. Actual companies do not take advantage of improvements in job competency and production processes. This study is redesigned a real company production process use to some developed the NCS standards. After we finds some process problems and then searches the improve methods on analysis the problems.

Robust Automatic Parking without Odometry using an Evolutionary Fuzzy Logic Controller

  • Ryu, Young-Woo;Oh, Se-Young;Kim, Sam-Yong
    • International Journal of Control, Automation, and Systems
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    • v.6 no.3
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    • pp.434-443
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    • 2008
  • This paper develops a novel automatic parking algorithm based on a fuzzy logic controller with the vehicle pose for the input and the steering rate for the output. It localizes the vehicle by using only external sensors - a vision sensor and ultrasonic sensors. Then it automatically learns an optimal fuzzy if-then rule set from the training data, using an evolutionary fuzzy system. Furthermore, it also finds the green zone for the ready-to-reverse position in which parking is possible just by reversing. It has been tested on a 4-wheeled Pioneer mobile robot which emulates the real vehicle.

Development of a field-applicable Neural Network classifier for the classification of surface defects of cold rolled steel strips (냉연강판의 표면결함 분류를 위한 현장 적용용 신경망 분류기 개발)

  • Moon C.I.;Choi S.H.;Joo W.J.;Kim G.B.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2006.05a
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    • pp.61-62
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    • 2006
  • A new neural network classifier is proposed for the automatic real-time surface inspection of high-speed cold steel strips having 11 different types of defects. 46 geometrical and gray-level features are extracted for the defect classification. 3241 samples of Posco's Kwangyang steel factory are used for training and testing the neural network classifier. The developed classifier produces plausible 15% error rate which is much better than 20-30% error rate of human vision inspection adopted in most of domestic steel factories.

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Development of virtual reality based simulator for road tunnel fire-training (가상현실 기반 도로터널 화재체험 시뮬레이터 개발)

  • Han, Yong-Shik;Choi, Byung-Il;Kim, Myung-Bae;Cha, Moo-Hyun;Kim, Byung-Su
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2008.04a
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    • pp.214-217
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    • 2008
  • An fire simulator has been developed for examining possibility of future engineering applications in the fire research field. This system composed of workstation on XP OS and HMD(Head Mounted Display) and visualized 3D walk-through type virtual reality graphics inside a tunnel in case of fire. By using a joystick and a viewpoint tracer, subjects can be experience interactive changes occurred both in graphics and surrounding sound.

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