• Title/Summary/Keyword: spatial picture

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Shoppers' Shopping Path Pattern Analysis using RFID Data (RFID 데이터를 이용한 고객 쇼핑 동선 패턴 분석)

  • Yang, Seungjoon;Jung, In-Chul;Kwon, Young S.
    • Journal of Information Technology Services
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    • v.11 no.sup
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    • pp.61-74
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    • 2012
  • As the retail industry has been challenged by stiff competition, the retailer becomes more interested in better understanding consumers' in-store behavior to gain and sustain competitive advantage. Consumers' shopping paths provide valuable clues to understanding customers' in-store behavior, which has been a long standing research issue in business. This study is to explore the shopping path patterns in a grocery using RFID technology and clustering method. To this end, we designed the RFID systems, affixing active RFID tags to the bottom of grocery carts. The tag emit signal that is received by receptors installed at various location throughout the store. The RFID systems provide the time and location of the cart while consumers shop around the store. The point of sale data are matched with the cart movement records to provide a complete picture of each shopping path. To find the distinctive patterns of consumers' shopping paths, we proposed the distance-index matrix using dijkstra method and normalization method to conduct the clustering in order to handle the problem in measuring the similarity among shopping paths, which is raised by the spatial nature of consumer movement in a grocery. After analyzing the RFID data obtained in one of the groceries in a major Korean retailer, we could successfully identify several distinctive patterns of shopping paths, which prove to provide the valuable implications for store management.

Evaluation of Coding Performance and Design of Spatial Multiplexer or 3D Endoscopic Image Processing (3D 내시경 영상처리를 위한 다중화기 설계와 부호화 성능평가)

  • Song, C.G.;Lee, S.M.;Lee, Y.M.;Kim, W.K.;Hwang, J.D.;Kim, J.H.;Lee, M.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.137-141
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    • 1997
  • In this study, in order to improve visualization and enhance the ability of the surgeon to perform delicate endoscopic surgery, three dimensional endoscopic system is designed. These 3D systems have our features of stereoendoscopic image processing: real time image capture and retrieve; presentation of left and right image on a single monitor; separable processing of the left and right eye images; coding of the 3D endoscopic video. For 3D endoscopic video coding, three approaches are presented based on interlaced picture structure, side-field format structure, and simulcast technique. Experimental results and performances comparisons are presented and analyzed or these approaches. Digital video coding techniques are presented or 3D endoscopic video sequences by means of an MPEG-2 video coding.

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Three-Dimensional Analysis of Cultural Heritages Using Non-Metric Digital Video Camera (비측량용 디지털 비디오 카메라를 이용한 문화재 3차원 해석)

  • Jang, Ho-Sik;Seo, Dong-Su;Lee, Jong-Chool
    • Journal of Korean Society for Geospatial Information Science
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    • v.11 no.4 s.27
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    • pp.13-19
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    • 2003
  • This paper Non-metric digital video camera against subject of study, stone cultural heritages such as stone pagodas. Non-metric digital video camera can perform functions that metric or quasi-metric camera cm not. Thus we could easily acquire still-images which are for analyzing from moving picture part. When we analyze a location of cultural heritages using a Non-metric digital video camera, we could get a accuracy from 2mm to 4mm. Finally, it can be said that study also suggests the efficient measurement when planning to restore prototype of cultural heritages in the future and providing specific three-dimensional information on them.

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Monte Carlo Investigation of Spatially Adaptable Magnetic Behavior in Stretchable Uniaxial Ferromagnetic Monolayer Film

  • Laosiritaworn, Yongyut;Laosiritaworn, Wimalin
    • Journal of Magnetics
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    • v.20 no.1
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    • pp.11-20
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    • 2015
  • In this work, Monte Carlo simulation was employed to model the stretchable Ising monolayer film to investigate the effect of the spatial distance variation among magnetic atoms on magnetic behavior of the film. The exchange interaction was considered as functions of initial interatomic distance and the stretched distance (or the strain). Following Bethe-Slater picture, the magnetic exchange interaction took the Lennard-Jones potential-like function. Monte Carlo simulations via the Wolff and Metropolis algorithms were used to update the spin systems, where equilibrium and dynamic magnetic profiles were collected. From the results, the strain was found to have strong influences on magnetic behavior, especially the critical behavior. Specifically, the phase transition point was found to either increase or decrease depending on how the exchange interaction shifts (i.e. towards or away from the maximum value). In addition, empirical functions which predict how the critical temperatures scale with initial interatomic distance and the strain were proposed, which provides qualitatively view how to fine tune the magnetic critical point in monolayer film using the substrate modification induced strain.

Anomalous Real Space Charge Transfer through Thick Barrieres in GaAs/$Al_xGa_{1-x}$As Asymmetric Double Quantun Wells: $Al_xGa_{1-x}$As as a Percolating Barrier

  • Kim, D. S.;H. S. Ko;Kim, Y. M.;S. J. Rhee;Kim, W. S.;J. C. Woo;Park, H. J.;J. Ihm;D. H. Woo
    • Proceedings of the Optical Society of Korea Conference
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    • 1995.06a
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    • pp.127-137
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    • 1995
  • Anomalously large real space charge transfer through thick barries in GaAs asymmetric double quantum wells is studied by photoluminesence exitation. This inter-well excitonic transfer is very large when the barrier is the Al0.3Ga0.7As alloy, but disappears when the barrier is GaAs/AlAs digital alloy with an equivalent Al concentration of 0.28. These resilts combined with observed x and barrier thickness depence suggest that the spatial fluctuation of the atomic arrangment of Ga and Al in the alloy may be responsible for this transfer. This picture is supported by the quantum mechanical calculation in three dimensions which takes into account the side fluctuation effects.

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Spatial domain-based encapsulation scheme (공간 도메인 기반 캡슐화 방안)

  • Lee, Sangmin;Nam, Kwijung;Rhee, Seongbae;Kim, Kyuheon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2022.06a
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    • pp.818-820
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    • 2022
  • 포인트 클라우드 데이터는 자율 주행 기술, 가상 현실 및 증강 현실에서 사용될 3차원 미디어 중 하나로 각광 받고 있다. 국제 표준화 기구인 MPEG(Moving Picture Expert Group)에서는 포인트 클라우드 데이터의 효율적인 압축을 위해 G-PCC(Geometry-based Point Cloud Compression) 및 V-PCC(Video-based Point Cloud Compression)의 표준화를 진행 중에 있다. 그 중, G-PCC는 본래 단일 프레임의 압축을 수행하는 정지 영상 압축 방식이지만, LiDAR(Light Detection And Ranging) 센서를 통해 획득된 동적 포인트 클라우드 프레임에 대한 압축의 필요성이 대두됨에 따라 G-PCC 그룹에서는 Inter-EM(Exploratory Model)을 신설하여 LiDAR 포인트 클라우드 프레임의 압축에 관한 연구를 시작하였다. Inter-EM의 압축 비트스트림은 G-PCC 비트스트림과 마찬가지로 효과적인 전송 및 소비를 위해 미디어 저장 포맷인 ISOBMFF(ISO-based Media File Format)으로 캡슐화될 수 있다. 이때, 포인트 클라우드 프레임들은 자율 주행 등의 서비스에 사용하기 위해 시간 도메인뿐만 아니라 공간 도메인을 기반으로도 소비될 수 있어야 하지만, 공간 도메인을 기반으로 콘텐츠를 임의 접근하여 소비하는 방식은 기존 2D 영상의 시간 도메인 기반 소비방식과 차이로 인해 기존에 논의된 G-PCC 캡슐화 방안만으로는 지원이 제한된다. 이에, 본 논문에서는 G-PCC 콘텐츠를 공간 도메인에 따라 소비하기 위한 ISOBMFF 캡슐화 방안에 대한 파일 포맷을 제안하고자 한다.

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Exploring Optimal Threshold of RGB Pixel Values to Extract Road Features from Google Earth (Google Earth에서 도로 추출을 위한 RGB 화소값 최적구간 추적)

  • Park, Jae-Young;Um, Jung-Sup
    • Journal of Korea Spatial Information System Society
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    • v.12 no.1
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    • pp.66-75
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    • 2010
  • The authors argues that the current road updating system based on traditional aerial photograph or multi-spectral satellite image appears to be non-user friendly due to lack of the frequent cartographic representation for the new construction sites. Google Earth are currently being emerged as one of important places to extract road features since the RGB satellite image with high multi-temporal resolution can be accessed freely over large areas. This paper is primarily intended to evaluate optimal threshold of RGB pixel values to extract road features from Google Earth. An empirical study for five experimental sites was conducted to confirm how a RGB picture provided Google Earth can be used to extact the road feature. The results indicate that optimal threshold of RGB pixel values to extract road features was identified as 126, 125, 127 for manual operation which corresponds to 25%, 30%, 19%. Also, it was found that display scale difference of Google Earth was not very influential in tracking required RGB pixel value. As a result the 61cm resolution of Quickbird RGB data has shown the potential to realistically identified the major type of road feature by large scale spatial precision while the typical algorithm revealed successfully the area-wide optimal threshold of RGB pixel for road appeared in the study area.

Efficient Local Decoding Using Bit Stream Map for High Resolution Video (비트 스트림 지도를 이용한 고해상도 영상의 효율적인 지역복호화)

  • Park Sungwon;Won Jongwoo;Lee Sunyoung;Kim Wookjoong;Kim Kyuheon;Jang Euee S
    • Journal of Broadcast Engineering
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    • v.9 no.4 s.25
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    • pp.391-401
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    • 2004
  • In this paper, we introduce a novel coding method to efficiently enable spatial random access for high resolution video. In terms of resolution and display size, standard display devices (such as cathode-ray tubes. monitors. PDAs, and LCDs) do not sufficiently support high resolution video such as digital cinema and panoramic video. Currently, users have no choice but to view video at lower resolution as a result of down-sampling, or only a partial region of the video due to display size limitations. Our proposed method. which we call the B-map, represents the set of starting locations of the coded segments in a picture frame. This information, or B-map, is first sent to the decoder prior to the coded data stream of the frame and is then used for fast local decoding. To test our method, we compare our B-map with JPEG tiling and the JPEG Resynchronization marker. Experimental results show that the proposed coding method requires less overhead than existing methods during the same decoding time. The results show promise for future panoramic or digital cinema applications.

Imaging Characteristics of Computed Radiography Systems (CR 시스템의 종류와 I.P 크기에 따른 정량적 영상특성평가)

  • Jung, Ji-Young;Park, Hye-Suk;Cho, Hyo-Min;Lee, Chang-Lae;Nam, So-Ra;Lee, Young-Jin;Kim, Hee-Joung
    • Progress in Medical Physics
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    • v.19 no.1
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    • pp.63-72
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    • 2008
  • With recent advancement of the medical imaging systems and picture archiving and communication system (PACS), installation of digital radiography has been accelerated over past few years. Moreover, Computed Radiography (CR) which was well established for the foundation of digital x-ray imaging systems at low cost was widely used for clinical applications. This study analyzes imaging characteristics for two systems with different pixel sizes through the Modulation Transfer Function (MTF), Noise Power Spectrum (NPS) and Detective Quantum Efficiency (DQE). In addition, influence of radiation dose to the imaging characteristics was also measured by quantitative assessment. A standard beam quality RQA5 based on an international electro-technical commission (IEC) standard was used to perform the x-ray imaging studies. For the results, the spatial resolution based on MTF at 10% for Agfa CR system with I.P size of $8{\times}10$ inches and $14{\times}17$ inches was measured as 3.9 cycles/mm and 2.8 cycles/mm, respectively. The spatial resolution based on MTF at 10% for Fuji CR system with I.P size of $8{\times}10$ inches and $14{\times}17$ inches was measured as 3.4 cycles/mm and 3.2 cycles/mm, respectively. There was difference in the spatial resolution for $14{\times}17$ inches, although radiation dose does not effect to the MTF. The NPS of the Agfa CR system shows similar results for different pixel size between $100{\mu}m$ for $8{\times}10$ inch I.P and $150{\mu}m$ for $14{\times}17$ inch I.P. For both systems, the results show better NPS for increased radiation dose due to increasing number of photons. DQE of the Agfa CR system for $8{\times}10$ inch I.P and $14{\times}17$ inch I.P resulted in 11% and 8.8% at 1.5 cycles/mm, respectively. Both systems show that the higher level of radiation dose would lead to the worse DQE efficiency. Measuring DQE for multiple factors of imaging characteristics plays very important role in determining efficiency of equipment and reducing radiation dose for the patients. In conclusion, the results of this study could be used as a baseline to optimize imaging systems and their imaging characteristics by measuring MTF, NPS, and DQE for different level of radiation dose.

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Mixed Noise Reduction Filters for CR Images (CR X선 영상의 복합잡음 감소에 관한 연구)

  • Min, Jung-Whan;Jeong, Hea-Won;Kim, Jung-Min
    • Journal of radiological science and technology
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    • v.30 no.1
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    • pp.1-6
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    • 2007
  • This study is to decrease compound noise in x-ray films. This study compared Signal to noise ratio(SNR), Peak signal to noise ratio(PSNR), Mean square error(MSE) to surface of the earth. In addition, we evaluated noise elimination effect according to the kernel size of Median filter. This experiments show that some filters are useful by finding image that is near in circle image comparing circle picture with each processed picture. In noise power value, when cutoff frequency was compared with other filters of cutoff frequency. Cutoff frequency of $2/3\pi{\sim}3/4\pi$ is good and it shows good SNR and PSNR. Therefore, it can display high filter effect. As Median Filter's Kernel size grows SNR value gets bigger, which shows better filter effect. Most pictures are distorted after filter application in medical treatment image. It is important to keep spatial resolution in most medical images. Visual estimation as well as quantitative indicators should be necessary for a better image.

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