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Spatiotemporal Saliency-Based Video Summarization on a Smartphone (스마트폰에서의 시공간적 중요도 기반의 비디오 요약)

  • Lee, Won Beom;Williem, Williem;Park, In Kyu
    • Journal of Broadcast Engineering
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    • v.18 no.2
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    • pp.185-195
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    • 2013
  • In this paper, we propose a video summarization technique on a smartphone, based on spatiotemporal saliency. The proposed technique detects scene changes by computing the difference of the color histogram, which is robust to camera and object motion. Then the similarity between adjacent frames, face region, and frame saliency are computed to analyze the spatiotemporal saliency in a video clip. Over-segmented hierarchical tree is created using scene changes and is updated iteratively using mergence and maintenance energies computed during the analysis procedure. In the updated hierarchical tree, segmented frames are extracted by applying a greedy algorithm on the node with high saliency when it satisfies the reduction ratio and the minimum interval requested by the user. Experimental result shows that the proposed method summaries a 2 minute-length video in about 10 seconds on a commercial smartphone. The summarization quality is superior to the commercial video editing software, Muvee.

A Study on the Effectiveness of the Lungs Hand Acupuncture Based on Bio Signal Analysis (생체신호분석 기술을 적용한 폐 수지침 요법에 대한 효과성 연구)

  • Kim, Bong-Hyun;Cho, Dong-Uk
    • The KIPS Transactions:PartB
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    • v.19B no.2
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    • pp.77-82
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    • 2012
  • We carried out study to prove effectiveness as stimulating corresponding points to lung in hand to experiment applied analysis parameters for image and audio signals in this paper. To this end we collected facial image and voice before and after stimulating corresponding points to lung in hand to a male 20s 25 people. In addition, we analyzed change color, voice energy and speaking rate of right cheek area corresponding points to lung to suggest the theory of the Oriental medicine diagnosis based on data collected. As a result, after performing hand acupuncture, L value of right cheek area decreased average 2.33 and a value b value increased 0.76, 0.97 on average. In addition, size of voice energy increased average 0.42, speaking rate decreased average 0.07. In other words, effect of lung function was improved using hand acupuncture corresponding points to lung.

Development of the Water-borne Separation Media Polymer for a Moving Historic Sites (자기분산형 수용성 에폭시를 이용한 유구 이전용 박리제의 개발)

  • Han, Won-Sik;Hong, Tae-Kee;Lim, Sung-Jin;Wi, Koang-Chul
    • Journal of Conservation Science
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    • v.25 no.2
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    • pp.171-178
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    • 2009
  • When we considered the superior ability of the semi-water soluble urethane 1st transcription and final epoxy products, the stability for moving historic sites depend on physical properties and the peel off state of separation media. In this paper, we synthesised three type of water-borne epoxy solution without using a surfactant, and investigated the peel off state, physical properties, and the state between urethane surface and epoxy surface after exfoliation. The life time of water-borne separation media is over the 60 days. When it is used the 30% solution of water-borne separation media, it made good separation of urethane pre-products surface and epoxy final product surface and no color change. The separation tension pressure is about 15~50 kg/$cm^2$ and there is no surface whitewash phenomenon. We suggest that this water-borne epoxy will be best material as separation media of low viscosity type.

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Extracting Method The New Roads by Using High-resolution Aerial Orthophotos (고해상도 항공정사영상을 이용한 신설 도로 추출 방법에 관한 연구)

  • Lee, Kyeong Min;Go, Shin Young;Kim, Kyeong Min;Cho, Gi Sung
    • Journal of Korean Society for Geospatial Information Science
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    • v.22 no.3
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    • pp.3-10
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    • 2014
  • Digital maps are made by experts who digitize the data from aerial image and field survey. And the digital maps are updated every 2 years in National Geographic Information Institute. Conventional Digitizing methods take a lot of time and cost. And geographic information needs to be modified and updated appropriately as geographical features are changing rapidly. Therefore in this paper, we modify the digital map updates the road information for rapid high-resolution aerial orthophoto taken at different times were performed HSI color conversion. Road area of the cassification was performed the region growing methods. In addition, changes in the target area for analysis by applying the CVA technique to compare the changed road area by analyzing the accuracy of the proposed extraction.

Human Activity Recognition using Model-based Gaze Direction Estimation (모델 기반의 시선 방향 추정을 이용한 사람 행동 인식)

  • Jung, Do-Joon;Yoon, Jeong-Oh
    • Journal of Korea Society of Industrial Information Systems
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    • v.16 no.4
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    • pp.9-18
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    • 2011
  • In this paper, we propose a method which recognizes human activity using model-based gaze direction estimation in an indoor environment. The method consists of two steps. First, we detect a head region and estimate its gaze direction as prior information in the human activity recognition. We use color and shape information for the detection of head region and use Bayesian Network model representing relationships between a head and a face for the estimation of gaze direction. Second, we recognize event and scenario describing the human activity. We use change of human state for the event recognition and use a rule-based method with combination of events and some constraints. We define 4 types of scenarios related to the gaze direction. We show performance of the gaze direction estimation and human activity recognition with results of experiments.

A Lane Detection and Departure Warning System Robust to Illumination Change and Road Surface Symbols (도로조명변화 및 노면표시에 강인한 차선 검출 및 이탈 경고 시스템)

  • Kim, Kwang Soo;Choi, Seung Wan;Kwak, Soo Yeong
    • Journal of Korea Society of Industrial Information Systems
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    • v.22 no.6
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    • pp.9-16
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    • 2017
  • An Algorithm for Lane Detection and Lane Departure Warning for a Vehicle Driving on Roads is proposed in This Paper. Using Images Obtained from On-board Cameras for Lane Detection has Some Difficulties, e.g. the Increase of Fault Detection Ratio Due to Symbols on Roads, Missing Yellow Lanes in the Tunnel due to a Similar Color Lighting, Missing Some Lanes in Rainy Days Due to Low Intensity of Illumination, and so on. The Proposed Algorithm has been developed Focusing on Solving These Problems. It also has an Additional Function to Determine How much the Vehicle is leaning to any Side between The Lanes and, If Necessary, to Give a Warning to a Driver. Experiments Using an Image Database Built by Collecting with Vehicle On-board Blackbox in Six Different Situations have been conducted for Validation of the Proposed Algorithm. The Experimental Results show a High Performance of the Proposed Algorithm with Overall 97% Detection Success Ratio.

The Slope Extraction and Compensation Based on Adaptive Edge Enhancement to Extract Scene Text Region (장면 텍스트 영역 추출을 위한 적응적 에지 강화 기반의 기울기 검출 및 보정)

  • Back, Jaegyung;Jang, Jaehyuk;Seo, Yeong Geon
    • Journal of Digital Contents Society
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    • v.18 no.4
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    • pp.777-785
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    • 2017
  • In the modern real world, we can extract and recognize some texts to get a lot of information from the scene containing them, so the techniques for extracting and recognizing text areas from a scene are constantly evolving. They can be largely divided into texture-based method, connected component method, and mixture of both. Texture-based method finds and extracts text based on the fact that text and others have different values such as image color and brightness. Connected component method is determined by using the geometrical properties after making similar pixels adjacent to each pixel to the connection element. In this paper, we propose a method to adaptively change to improve the accuracy of text region extraction, detect and correct the slope of the image using edge and image segmentation. The method only extracts the exact area containing the text by correcting the slope of the image, so that the extracting rate is 15% more accurate than MSER and 10% more accurate than EEMSER.

The Measurement and Analysis for Ultraviolet Radiation (자외선복사의 측정과 분석)

  • Han, Jong-Sung;Kim, Hong-Bum;Kim, Hoon
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.19 no.2
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    • pp.7-12
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    • 2005
  • When a light is projected upon a material, part of its radiant energy is absorbed and the rest is reflected or transmitted according to the nature of the material. The molecules of the substance absorbing a light obtains the radiant energy to make thermal reactions or photochemical reactions. Specially, photochemical reactions by ultraviolet(UV) radiation brings about photochemical degradation such as color change. Because the photochemical damage brings about a devaluation of material and once damaged, it is irretrievable, it is necessary to minimize the damage and conserve the native quality of a material by a protective lighting system. This paper presents the measurement and photochemical damage for UV radiation from light sources. We measured the optical radiations from artificial light sources and daylight, and we analyzed a functional relation between irradiance and UV radiation form the results.

Efficient Traffic Lights Detection and Signal Recognition in Moving Image (동영상에서 교통 신호등 위치 검출 및 신호인식 기법)

  • Oh, Seong;Kim, Jin-soo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.10a
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    • pp.717-719
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    • 2015
  • The research and development of the unmanned vehicle is being carried out actively in domestic and foreign countries. The research is being carried out to provide various services so that the weakness of system such as conventional 2D-based navigation systems can be supplemented and the driving can be safer. This paper suggests the method that enables real-time video processing in more efficient way by realizing the location detection and signal recognition technique of traffic signals in video. In order to overcome the limit of conventional methods that have a difficulty in analyzing the signal as it is sensitive to brightness change, the proposed method realizes the program that grasps the depth data in front of the vehicle using video processing, analyzes the signal by detecting traffic signal and estimates color components of traffic signal in front and the distance between traffic signal and the vehicle.

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The effects of video quality by LED background image in the broadcasting lighting (방송조명에서 LED 배경화면이 영상품질에 미치는 영향 분석)

  • Kim, Yong-Kyu;Kim, Kyung-Ho;Lee, Seon-Hee;Choi, Seong-Jhin
    • Journal of Broadcast Engineering
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    • v.15 no.1
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    • pp.76-88
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    • 2010
  • Recently, LED background image devices are used for the production of broadcasting programs. But the effective advantages of LED background image devices are not realized for good HD video quality because the correlations between lighting sources and LED background image devices are not analyzed yet. In this paper, we analyze the color change and light intensity that lighting sources and the light intensity ratio of LED background images influence on a subject, making use of equipments used in real broadcasting, and examine the correlations between HD video quality and the light intensity ratio of LED background images. As a result in this experiment, the video is most expressed having an 20[IRE] effect on a subject when the light intensity of LED background image is 6%. When the LED background image is light, the light and darkness of video is distorted and when the LED background image is dark, the colors of image are distorted.