• Title/Summary/Keyword: object features

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Design of Pedestrian Detection Algorithm Using Feature Data in Multiple Pedestrian Tracking Process (다수의 보행자 추적과정에서 특징정보를 이용한 보행자 검출 알고리즘 설계)

  • Han, Myung-ho;Ryu, Chang-ju;Lee, Sang-duck;Han, Seung-jo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.4
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    • pp.641-647
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    • 2018
  • Recently, CCTV, which provides video information for multiple purposes, has been transformed into an intelligent, and the range of automation applications increased using the computer vision. A highly reliable detection method must be performed for accurate recognition of pedestrians and vehicles and various methods are being studied for this purpose. In such an object detection system. In this paper, we propose a method to detect a large number of pedestrians by acquiring three characteristic information that features of color information using HSI, motion vector information and shaping information using HOG feature information of a pedestrian in a situation where a large number of pedestrians are moving. The proposed method distinguishes each pedestrian while minimizing the failure or confusion of pedestrian detection and tracking. Also when pedestrians approach or overlap, pedestrians are identified and detected using stored frame feature data.

An Accurate Moving Distance Measurement Using the Rear-View Images in Parking Assistant Systems (후방영상 기반 주차 보조 시스템에서 정밀 이동거리 추출 기법)

  • Kim, Ho-Young;Lee, Seong-Won
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37C no.12
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    • pp.1271-1280
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    • 2012
  • In the recent parking assistant systems, finding out the distance to the object behind a car is often performed by the range sensors such as ultrasonic sensors, radars. However, the installation of additional sensors on the used vehicle could be difficult and require extra cost. On the other hand, the motion stereo technique that extracts distance information using only an image sensor was also proposed. However, In the stereo rectification step, the motion stereo requires good features and exacts matching result. In this paper, we propose a fast algorithm that extracts the accurate distance information for the parallel parking situation using the consecutive images that is acquired by a rear-view camera. The proposed algorithm uses the quadrangle transform of the image, the horizontal line integral projection, and the blocking-based correlation measurement. In the experiment with the magna parallel test sequence, the result shows that the line-accurate distance measurement with the image sequence from the rear-view camera is possible.

A Study on the Space Change according to the use of Digital Display - Focusing on the Analysis of Future SF Film - (디지털 디스플레이 활용에 따른 공간 변화에 관한 연구 - 미래영화 분석을 중심으로 -)

  • Lim Ju-Youn;Lee Chul-Jae
    • Korean Institute of Interior Design Journal
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    • v.15 no.3 s.56
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    • pp.83-91
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    • 2006
  • Our human society is rapidly changing into the world of advanced visual information with the development of image industry, the advent of satellite and terrestrial DMB, and the opening of Ubiquitous era. Like this, we are living in the space of overflowing media contents. Jean Baudrillad anticipated that the influential power of image would dominate our reality in 'Simulation'. Noticing the indication of our time, which is organized by various information media including the mass media, Baudrillad predicted that the 21st century would be an era of symbol and image due to the development of television, computer, and internet. This paper attempts to find the physical and conceptual peculiarities of the space change according to the use of display, by analyzing SF films, where future daily life is a major setting, under the judgement that the exploration of space change is significant. Through findings, it tries to lead the visual expansion, which recognizes display as space itself rather than object of space and changes unmoving space into moving space, and suggest the future space design by using digital space. It suggests case studies, which use digital display in the real space, as a study method and it examines the features, influences, and roles of digital display through investigating literatures and cases. In addition, it attempts to find a correlation of digital display and space by selecting films, which can give the affluent resources of analysis on the digital display among SF films. Therefore, it will come to a conclusion that space change should be dealt with in the space design.

Design and Implementation of the Surrogate Transaction Manager for Mobile GIS (모바일 GIS를 위한 대리 트랜잭션 관리자의 설계 및 구현)

  • 반재훈;문선희;김동현;홍봉희
    • Journal of KIISE:Databases
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    • v.30 no.4
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    • pp.397-407
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    • 2003
  • Transactions of updating spatial dta with mobile clients are log transactions because a user disconnected from a server surveys real features and updates them. In this environment, it is appropriate to exploit the optimistic approach based on the validation test in order to control the concurrency of transactions. On the contrary, the pessimistic concurrency control scheme makes transactions wait for a long time due to the lock. In this paper, we propose the surrogate transaction model and implement its manager for the S-S-M(Server-Surrogate PC-Mobile Client) structure which is appropriate for updating spatial data in mobile environments. In the S-S-M structure, the mobile client communicates with the server by the surrogate PC. We extend the validation condition in consideration of spatial relationships between spatial objects in this model. We also present the commit protocol where the user of a surrogate PC adjusts objects of the conflicted surrogate transaction to minimize costs for the abortion of the transaction.

Analysis of Recent Chinese Obesity Treatment Method and Curative Rate (중국의 최근 비만치료 방법 및 치료율 분석)

  • Park, Min-Ju;Ko, Young-Kyun;Lim, Jae-Eun
    • Journal of Korean Medicine for Obesity Research
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    • v.6 no.1
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    • pp.27-43
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    • 2006
  • Objectives : Recently the number of obesity population has grown, the idea recognizing obesity as an obvious disease which needs medical treatments has increased too. Obesity has become a rising and serious issue of public health in many developed countries. In this study, analyzing 15 recent Chinese research papers written about obesity treatment, we tried to understand the recent trend in obesity treatment in China; and examine the special features and curative rates of their treatment. Methods : We searched recent research papers which was related to obesity. Search pool includes 9198 papers on 5 Chinese journal, 2302 papers on zhongyizazhi(中醫雜誌), 1826 papers on zhongsiyijehezazhi(中西醫結合雜紙), 2389 papers on xinzhongyi(新中醫), 1069 papers on shanghaizhongyiyazazhi(上海中醫藥雜紙), 1612 papers on zhejiangzhongyizazhi(淅江中醫藥雜). First, we searched with the term '肥'. Among the search results, we selected the papers containing the term '肥滿' or ', and excluded the other papers which had no direct relation to obesity.(e.g., ' '肥厚性' etc.) In this way, 21 papers were selected, 18 papers satisfied our study object. Among them we adopted 15 clinical papers for our study, excluding 3 experimental papers. Results : Acupuncture therapy; the rate of excellent curative effect ranges from 9.4% to 77.8%, that of curative effect from 68.7% to 94.3%. Herbal therapy; the rate of excellent curative effect ranges from 6.5% to 52.3%, that of curative effect from 72% to 93.8%. Combined method; the rate of excellent curative effect is 44.8%, that of curative effect 83.5%. Conclusions : These results provides evidence that acupuncture therapy is the most effective among acupuncture therapy, herbal therapy and combined method in treatment of obesity. In addition, acupuncture therapy that uses a small number of acupoints and strong stimulation is more effective than any other therapies.

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The Basis of Different Sensitivities of Ovarian Cancer Cells to the Recombinant Adenoviral Vector System Containing a Tumor-Specific L-plastin Promoter and E. coli Cytosine Deaminase Gene as a Transcription Unit

  • Chung, In-Jae
    • Biomolecules & Therapeutics
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    • v.17 no.2
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    • pp.138-143
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    • 2009
  • We have reported previously on a replication incompetent recombinant adenoviral vector, AdLPCD, in which the expression of cytosine deaminase gene (CD) is driven by the tumor-specific L-plastin promoter. AdLPCD vector had been evaluated for its efficacy of chemosensitization of ovarian cancer cells to 5-FC. In spite of the fact that ovarian cancer cells, i.e., OVCAR-3 and SK-OV-3, are capable for adenoviral transduction judged by LacZ reporter gene analysis, two cell lines demonstrated quite different sensitivities toward AdLPCD/5-FC system. In OVCAR-3 cells, infection of AdLPCD followed by exposure to 5-FC resulted in the suppression of cell growth with statistical significance. On the other hand, SK-OV-3 cells were more resistant to the CD/5-FC strategy compared with OVCAR-3 cells under the same condition. The object of study was to investigate factors that would determine the sensitivity to AdLPCD/5-FC. We evaluated conversion rate of 5-FC to 5-FU after infection of AdLPCD by HPLC analysis, $IC_{50}$ of 5-FU, the expression level of integrin receptors i.e., ${\alpha}v{\beta}3$ and ${\alpha}v{\beta}5$, and status of p53 in OVCAR-3 and SK-OV-3 cells. The results indicated that OVCAR-3 cells have few favorable features compared with SK-OV-3 cells to be more effective to the AdLPCD/5-FC strategy; higher level of ${\alpha}v{\beta}5$ integrin, higher rate of conversion of 5-FC into 5-FC, and lower $IC_{50}$ of 5-FU. The results suggest that the replacement of 5-FU with CD/5-FC in combination chemotherapy would be less toxic and much greater cytotoxicity than the conventional combination chemotherapy in some patients.

Dual Electrospinning to Manufacture Hybrid Nanofibrous Scaffold using Polyurethane and Poly(Ethylene Oxide) (Polyurethane과 Poly(Ethylene Oxide)를 이용한 hybrid 나노섬유 지지체의 제작)

  • Shin, Ji-Won;Shin, Ho-Jun;Heo, Su-Jin;Kim, Ji-Hee;Hwang, Young-Mi;Kim, Dong-Hwa;Shin, Jung-Woog
    • Journal of Biomedical Engineering Research
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    • v.27 no.5
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    • pp.224-228
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    • 2006
  • The object of this study is to investigate the potential of dual-electrospun polymer based structure for vascular tissue engineering, especially for the medium or small sue blood vessels. Polyurethane(PU), which is known to be biocompatible in this area, was electrospun with poly(ethylene oxide) (PEO). Concentration of PU was fixed at 20wt%, while that of PEO was set from 15 to 35wt%. Morphological features were observed by SEM image and measurement of porosity and cellular responses were tested before and after extracting PEO from the hybrid scaffolds by immersing the scaffolds into distilled water. The diameter of PEO fibers were ranged from 200nm to 500nm. The lower concentration of PEO tended to show beads. The porosity of the scaffolds after extracting PEO was highly increased with higher concentration of PEO as expected. Also, higher proliferation rate of smooth muscle cells was observed at higher concentration of PEO than at the lower concentration and without PEO. As conclusions, this dual electrospinning technique combined with PU and PEO is expected to overcome the current barrier of cell penetration by providing more space for cells to proliferation.

Robust Watermarking Scheme Against Geometrical Attacks Using Alignment of Image Features (영상특징 정렬을 이용한 기하학적 공격에 강인한 워터마킹 기법)

  • Ko Yun-Ho
    • Journal of Korea Multimedia Society
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    • v.9 no.5
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    • pp.624-634
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    • 2006
  • This paper presents a new watermarking scheme that is robust against geometrical attacks such as translation and rotation. The proposed method is based on the conventional PSADT(Polar Coordinates Shape Adaptive Discrete Transform) method which is an robust watermarking scheme for an arbitrarily-shaped image such as character images. The PSADT method shows perfect robustness against geometrical attack if there is no change in the shape of the image object. However, it cannot be utilized to watermark general rectangular images because of the missing alignment between the watermarked signals in the embedding and extracting side. To overcome this problem we propose a new watermarking scheme that aligns the watermark signal using the image inherent feature, especially corner. Namely the proposed method decides a consistent target region whose shape and position isn't changed by any malicious attack and then embeds the watermark in it using the PSADT method. Experimental results show the robustness of the proposed method against geometrical attacks as well as image compression.

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RTLS Implementations in Domestic Ports and Shipyards (항만 및 조선소에서의 RTLS 적용 방안)

  • Kang, Yang-Suk;Choi, Hyung-Rim;Kim, Hyun-Soo;Hong, Soon-Goo;Cho, Min-Je;Park, Jae-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.2
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    • pp.352-359
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    • 2008
  • RTLS(Real Time Location Systems) is a technology that identifies a location of a target object and provides peat visibility at a work place. Unlike those of the overseas, domestic ports and shipyards have narrow work places and thus, the efficient utilization of these spaces is one of the most important considerations for improving productivity. Companies considering implementation of RTLS should understand its limitations or applicability. In this paper, problems of RTLS such as fading factors which were caused from the features of RF, and limitations caused from the preconditions of RTLS were explained. To overcome those problems, three types of solutions such as movable RTLS, semi-movable RTLS and combined RTLS with other technologies were suggested.

Automated Vinyl Green House Identification Method Using Spatial Pattern in High Spatial Resolution Imagery (공간패턴을 이용한 자동 비닐하우스 추출방법)

  • Lee, Jong-Yeol;Kim, Byoung-Sun
    • Korean Journal of Remote Sensing
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    • v.24 no.2
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    • pp.117-124
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    • 2008
  • This paper introduces a novel approach for automated mapping of a map feature that is vinyl green house in high spatial resolution imagery Some map features have their unique spatial patterns. These patterns are normally detected in high spatial resolution remotely sensed data by human recognition system. When spatial patterns can be applied to map feature identification, it will improve image classification accuracy and will be contributed a lot to feature identification. In this study, an automated feature identification approach using spatial aucorrelation is developed, specifically for the vinyl green house that has distinctive spatial pattern in its array. The algorithm aimed to develop the method without any human intervention such as digitizing. The method can investigate the characteristics of repeated spatial pattern of vinyl green house. The repeated spatial pattern comes from the orderly array of vinyl green house. For this, object-based approaches are essential because the pattern is recognized when the shapes that are consists of the groups of pixels are involved. The experimental result shows very effective vinyl house extraction. The targeted three vinyl green houses were exactly identified in the IKONOS image for a part of Jeju area.