• Title/Summary/Keyword: limited observation

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Multi-spectral Vehicle Detection based on Convolutional Neural Network

  • Choi, Sungil;Kim, Seungryong;Park, Kihong;Sohn, Kwanghoon
    • Journal of Korea Multimedia Society
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    • v.19 no.12
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    • pp.1909-1918
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    • 2016
  • This paper presents a unified framework for joint Convolutional Neural Network (CNN) based vehicle detection by leveraging multi-spectral image pairs. With the observation that under challenging environments such as night vision and limited light source, vehicle detection in a single color image can be more tractable by using additional far-infrared (FIR) image, we design joint CNN architecture for both RGB and FIR image pairs. We assume that a score map from joint CNN applied to overall image can be considered as confidence of vehicle existence. To deal with various scale ratios of vehicle candidates, multi-scale images are first generated scaling an image according to possible scale ratio of vehicles. The vehicle candidates are then detected on local maximal on each score maps. The generation of overlapped candidates is prevented with non-maximal suppression on multi-scale score maps. The experimental results show that our framework have superior performance than conventional methods with a joint framework of multi-spectral image pairs reducing false positive generated by conventional vehicle detection framework using only single color image.

Language (Meaning) and Cognitive Science (언어(특히 의미)와 인지과학)

  • Lee, Chung-Min
    • Proceedings of the Korean Society for Cognitive Science Conference
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    • 2005.05a
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    • pp.23-27
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    • 2005
  • Humans perceptually segment events, but models that predict where events will be segmented are limited. Developing a detailed model may be hard because of the overlapping quality of events (i.e., one can smile and walk at the same time, but the endpoint of each event can be different). However, some aspects of events appear to be universally represented in the world's languages. For example, path, the trajectory of an object's movement, is one of the most universally encoded event features. Although it is generally encoded in the prepositions of English (e.g., up), in other languagesit is encoded in the verbs (e.g., descendere). Linguistic universals may represent basic levels of event perception. Here we consider how one of these, path, might be parsed. Because the spatiotemporal projection of paths to an observation point is similar to the spatial projection of objects, we tested the hypothesis that path segmentation and object segmentation would be based on similar image properties, such as discontinuities in orientation.

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Clinical Observation of Improvement Made by Bee Venom Therapy at Cervical Hyeopcheokhyeol on Case of Upper Limb Disability Caused by Cervical Disc Herniations (경추 협척혈 봉약침 치료에 호전을 보인 상지 활동장애를 호소하는 경추 추간판 탈출증 환자 1례)

  • Shin, Hwa-Young;Kim, Jae-Su;Lee, Kyung-Min
    • Korean Journal of Oriental Medicine
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    • v.16 no.2
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    • pp.119-124
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    • 2010
  • Cervical disc herniations can press on the spinal cord and cause a problem called cervical myelopathy. The most common symptom of cervical disc herniation is neck pain that spreads down to the upper limb in various locations. There can also be associated with weakness and movement disorders of upper limb. In Oriental medicine, cervical disc herniation is treated with herb-med, physical therapy, acupuncture, Chuna, etc, but the Bee Venom therapy is the most common and effective. In this case, we used the Bee Venom therapy at cervical hyeopcheokhyeol for about 2 months to a patient who was diagnosed with disc herniation at Cervical 5-6, 6-7 and appealed weakness, limited elevation and abduction of the left upper limb. As a result, left upper limb disability was improved. Using the Bee Venom therapy at cervical hyeopcheokhyeol that are effective on movement disorders and neurological diseases of upper limb is an effective treatment to upper limb disability diagnosed with cervical disc herniation, and suggests the direction of the treatment to upper limb weakness and movement disorders diagnosed with cervical disc herniation.

Superior Orbital Fissure Syndrome after Repair of Blow Out Fracture (안와골절 정복술 후 발생한 상안와열증후군의 치험례)

  • Lee, Young-Bae;Kim, Peter Chan-Woo;Park, Dae-Hwan
    • Archives of Plastic Surgery
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    • v.38 no.6
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    • pp.879-882
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    • 2011
  • Purpose: Superior orbital fissure syndrome is a rare neurological complex. Superior orbital fissure syndrome may result from a variety of inflammatory, infectious, neoplastic, iatrogenic, traumatic, vascular cause. The author report a patient who suffered from superior orbital fissure syndrome after inferior orbital wall reduction. Methods: A 26-year-old female suffered from inferior orbital wall fracture with inferior gaze limitation and orbital soft tissue herniation. On posttrauma 10 day, inferior orbital wall was reduced using endoscope and porous polyethylene ($Medpor^{(R)}$) was inserted. On immediate postoperation, she reported that extraocular movement was limited in almost any directions. She underwent exploration surgery to release the presence of extraocular muscle impingement. But, there was no observation of extraocular muscle impingement. On postoperative one day, high-dose steroid therapy was started to release superior orbital fissure syndrome which was defined in postoperative computed tomography. Results: After one month of high-dose steroid therapy, extraocular movement limitations improved progressively in all directions. In four months, extraocular movement recovered completely. Conclusion: Superior orbital fissure syndrome may occur after surgical procedure of orbital wall reduction. Prompt diagnosis and treatment with mega-dose corticosteroid is an effective option for avoiding disaster from compressive syndrome.

A Study on Integration of Interior Space and Exterior Space from Pro-environmental Perspectives (환경친화적 관점에서 본 실내외 공간의 통합적 디자인에 관한 연구)

  • 우지연
    • Korean Institute of Interior Design Journal
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    • v.13 no.4
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    • pp.66-73
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    • 2004
  • When we make a place for people, interior space and exterior space are always connected, each influencing the other. To create a better space or increase the quality of an existing space, it is essential to look at the relationship of inside and outside and their boundaries. Without consideration of the landscape, the building itself gives only limited satisfaction to people. This is an important issue for anyone who deals with space. This study intends to explain the important need for a change in attitude towards our built environment and its intrinsic relationship with its natural context. In the study, I try to find design concepts for integration of inside and outside which have accumulated since early Modernism designers and consider cases with different solutions and approaches that make total design sense when looking at the inside and outside as a whole, then, through observation of the cases, I find 5 design methods(Opening, Continuing, Insulting, Wrapping, Interpreting) in connecting the two spaces and analyze the solutions. The various examples which are shown in each patterns will help us to find ideas for the best solutions of integration of inside and outside. It is true that the idea of integration of inside and outside will increase the quality of our environment and it comes with the current thoughts of ecological and sustainable design. Thereby, I suggest designers to change their manner to continuous and integrated point of view in dealing with built environment.

A study on Monitoring for CFC-12 and CFC-11 in the atmosphere near Mt. Kwan-Ak. (관악산 대기 중의 CFC-12 및 CFC-11 모니터링에 관한 연구)

  • 김경렬;민동하;박미경;김은희;최상화;조하만;남재철
    • Journal of Korean Society for Atmospheric Environment
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    • v.10 no.1
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    • pp.41-48
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    • 1994
  • A monitoring system for atmospheric CFC-12 and CFC-11 has been established at Mt. Kwan-Ak, Seoul National University (SNU) since July, 1991. The concentrations showed quite a large variation ranging from 495 to 37600 pptv (pptv=part per trillion, 10$^{-12}$ , v/v) for CFC-12 and from 233 to 12100 pptv for CFC-11 due to many local sources. However, monthly medians show rather limited ranges ; 553~765 pptv for CFC-12 and 301~431 pptv for CFC-11. Furthermore minimum concentrations could be defined relatively well during the whole period of observation. The regional background concentrations in 1993 near SNU wer estimated as 533 pptv for CFC-12 and 293 pptv for CFC-11. These values are very comparable to global averages in Northern Hemisphere, 523 pptv for CFC-12 and 287 pptv for CFC-11, reflecting the fast atmospheric mixing processes within the hemisphere. Examinations with meteorological parameters such as wind speed and direction suggest the possible measurement-window at SNU, appropriate for regional monitoring. Studies for improving the monitoring capability of the SNU station such as automation of the analysis system along with correlation with other meteorological parameters, are in progress at the present time.

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An Organizational Perspective on the Growth of Health Care Delivery System: Implications for Reform (의료공급체계의 성장과정과 개혁)

  • Han Dal Sun
    • Health Policy and Management
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    • v.14 no.4
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    • pp.21-47
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    • 2004
  • There is general agreement that the Korean health care delivery system has two basic structural problems. One is the limited capacity and role of public hospitals, and the other is the absence of functional differentiation and referral arrangement between the clinics and hospitals of various technological sophistication levels. This study is intended to make an empirical observation of the system's growth process from the viewpoint of the population ecology model of organizations so as to understand the background of these problems and to find out ways of approaching them. As predicted from the population ecology model of organizations, all the types of medical care facilities have expanded in response to the environmental changes for the past three decades or so, and the differences in the extent and pattern of expansion among the types are related to what have taken place in the environment. These findings suggest that the efforts for reforming the health care delivery system should be directed not only to medical care institutions but also to the environmental context under which they function. It is believed that the usefulness of the population ecology perspective on organizations for studying the health care delivery system has been demonstrated. Thus further studies along this line based upon more strict design would improve systematic understanding of the system that is needed for developing policy approaches needed to increase its effectiveness.

A Study on the Library Management for the Visually Handicapped (시각장애인을 위한 도서관의 운영에 관한 연구)

    • Journal of Korean Library and Information Science Society
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    • v.30 no.4
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    • pp.137-161
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    • 1999
  • The purpose of this study provides the conceptual and practical framework on the strategy to enhance services for the visually handicapped in the braille libraries. In order to achieve this purpose, the questionnaires, the interview, and the observation of the data collection techniques are used in the study, and the braille libraries throughout Korea which are in operation are selected as subjects for the research and survey. The results of the study are summarized as follows. 1. Most of the braille libraries, about 70%, are located in Seoul. It thus appears that this geographical unbalance cause the visually handicapped inconvenience in use, who is especially living at the regions where no braille library is located nearby. 2. To enhance the efficiency of the library services for the visually handicapped, first of all, the limited scope of the subject as well as the poor volume of the collections should be resolved as soon as possible. 3. Most of the libraries are neither equipped with necessary facilities to publish in braille nor secured the supporting instruments which facilitate to use library services for the visually handicapped satisfactorily. 4. The collections for the visually handicapped consist of the brailles and the recordings mainly. Because the visually handicapped is difficult to access and visit at the libraries alone, these materials are generally circulating rather outward by postal service than inward. 5. The qualified staff who has the very responsible position for reading and circulation is required to have educational background in library and information science, to have passions for the visually handicapped, and to have abilities to understand and translate the materials in braille.

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Clinical Observation on Oculomotor Nerve Palsy Treated by Moxibustion

  • Woo, Hyun-Su;Seo, Dong-Min;Kim, Jong-Deog;Park, Sang-Min;Kim, Hyun-Dong;Byun, Im-Jeung;Kim, Chang-Hwan
    • The Journal of Korean Medicine
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    • v.24 no.4
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    • pp.149-153
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    • 2003
  • Objective : Moxibustion is one of the primary remedies in traditional oriental medicine. We successfully treated a one patient who complained of oculomotor nerve palsy related to diabetes mellitus with moxibustion. Methods : We performed moxibustion treatment on the protuberances surrounding the Mok-chang acupoint and adjacent frontal scalp of the patient's head at the same time every day and observed the recovery of eye movement and changes of ptosis. Results : After about I week of moxibustion treatment, there were some changes of ptosis and eyeball movement. The patient felt better opening his eyes than before and seemed to reduce his paralytic condition. After 14 days, ptosis was remarkably improved, although slight diplopia remained, and eye movement had recovered to almost normal. Furthermore, his blood glucose was on the decrease and revealed an average 120 mg/dl. Conclusions : Moxibustion treatment performed on the Mok-chang acupoint remarkably improved ptosis and limited eye movement arising from oculomotor nerve palsy related to diabetes mellitus. We hope moxibustion is used for treating nerve palsies and similar diseases in the future.

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The Daily Ozone Concentrations at Gwanak and City Hall: Measurement Data between 1996 and 2000 (관악과 시청의 요일별 오존 농도 : 1996∼2000년 측정자료)

  • 김정화;김용표
    • Journal of Korean Society for Atmospheric Environment
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    • v.19 no.5
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    • pp.611-619
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    • 2003
  • Characteristics of the ozone concentrations in Seoul were analyzed for the data between May and September from 1996 to 2000. Observation data from 27 stations in Seoul are used. Among the results from 27 stations, representative results from 2 stations (City hall and Gwanak representing downtown and background areas of Seoul, respectively) are presented. The 24-hour average ozone concentrations of Gwanak (28.6 ppb) are higher than City hall (14.9 ppb). The 24-hour average ozone concentrations on Sunday are higher than other days at both sites. During weekday, the 24-hour average ozone concentrations on Wednesday are higher than other days. Although the mean of the I-hour daily maximum ozone concentrations at Gwanak is higher than City hall, the . ozone concentrations above 95th percentile at City hall are higher than Gwanak. As a result, the number of days on which the 1 - hour ozone concentration exceeding 100 ppb and 120 ppb at Gwanak (17 and 3) are lower than City hall (29 and 9). To sum up, both sites are VOCs limited region and the mean ozone concentration in Gwanak is higher because of the lower N0$_2$ concentration. But high ozone cases occur more frequently in City hall when conditions are right.