• Title/Summary/Keyword: Moving picture

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Comparison of Artificial Intelligence Multitask Performance using Object Detection and Foreground Image (물체탐색과 전경영상을 이용한 인공지능 멀티태스크 성능 비교)

  • Jeong, Min Hyuk;Kim, Sang-Kyun;Lee, Jin Young;Choo, Hyon-Gon;Lee, HeeKyung;Cheong, Won-Sik
    • Journal of Broadcast Engineering
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    • v.27 no.3
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    • pp.308-317
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    • 2022
  • Researches are underway to efficiently reduce the size of video data transmitted and stored in the image analysis process using deep learning-based machine vision technology. MPEG (Moving Picture Expert Group) has newly established a standardization project called VCM (Video Coding for Machine) and is conducting research on video encoding for machines rather than video encoding for humans. We are researching a multitask that performs various tasks with one image input. The proposed pipeline does not perform all object detection of each task that should precede object detection, but precedes it only once and uses the result as an input for each task. In this paper, we propose a pipeline for efficient multitasking and perform comparative experiments on compression efficiency, execution time, and result accuracy of the input image to check the efficiency. As a result of the experiment, the capacity of the input image decreased by more than 97.5%, while the accuracy of the result decreased slightly, confirming the possibility of efficient multitasking.

Alternative Tracing Method for Moving Object Using Reference Template in Real-time Image - Focusing on Parking Management System (참조 템플릿 기반 실시간 이동체 영상을 이용한 대안적 탐지 방안 - 주차관리시스템을 대상으로)

  • Joo, Yong Jin;Kang, Lee Seul;Hahm, Chang Hahk
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.32 no.5
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    • pp.495-503
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    • 2014
  • As the number of vehicles has been sharply increases, the significance of safety and effective operation issues in the parking lot is being emphasized, which takes a part of the transportation system. Recently, there have been several studies for the parking management by detecting moving object, however, recognizing numbers of fast-moving vehicles simultaneously in the picture is still a challenging problem. The parking lot in public area, or large-sized buildings has clear parking section, whereas the sensor system is configured to monitor a plurality of parking spaces. Therefore, by considering those parking lots, we suggested to develop the real-time parking availability information system by applying the real-time image processing techniques. with the help of template matching. Following the study, we wanted to provide the alternative method for parking management system through the reference template makers by recognizing movements of parked vehicles with the size and shape, regardless of direct detecting of driving movements. In addition, we evaluated the applicability and performances of the information system, presented in this study, and implemented a prototype system to simulate the parking statuses of each floor. In fat, it was possible to manage and analyze statistics about the total number of parking spaces and the number of vehicles parked through real-time video flames. We expected that the result of the study will be advanced, following the user-friendliness and cost reduction in operating parking management system and giving information by efficient analysis of parking situation.

Fabrication of Real-Time Hologram for the Implementation of 3-D Moving Picture (3차원 동영상을 구현하기 위한 실시간 홀로그램의 제작)

  • 배장근;박세준;김수중
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.36T no.1
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    • pp.25-31
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    • 1999
  • A real-time holography system using LCD with CCD camera is proposed. In this system, the rainbow hologram is used since it can be reconstructed by white light source. And to record on CCD camera, a kind of in-line holography method is used to widen the width of the fringe pattern. The interference fringe pattern by proposed system is detected with CCD camera and transferred to the LCD. A 3-dimensional image is reconstructed when the white light source illuminates the LCD. If the position of the input image is changed, that of the reconstructed image is also changed. So it can represent 3-dimensional moving images at real-time. In this paper, to confirm the usefulness of the proposed method, the reconstructed image by holographic film is compared to the same reconstructed image by LCD. In the recording process, the optimal ratio of the reference and object beam intensity is also investigated.

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A Study on Frame Interpolation and Nonlinear Moving Vector Estimation Using GRNN (GRNN 알고리즘을 이용한 비선형적 움직임 벡터 추정 및 프레임 보간연구)

  • Lee, Seung-Joo;Bang, Min-Suk;Yun, Kee-Bang;Kim, Ki-Doo
    • Journal of IKEEE
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    • v.17 no.4
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    • pp.459-468
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    • 2013
  • Under nonlinear characteristics of frames, we propose the frame interpolation using GRNN to enhance the visual picture quality. By full search with block size of 128x128~1x1 to reduce blocky artifact and image overlay, we select the frame having block of minimum error and re-estimate the nonlinear moving vector using GRNN. We compare our scheme with forward(backward) motion compensation, bidirectional motion compensation when the object movement is large or the object image includes zoom-in and zoom-out or camera focus has changed. Experimental results show that the proposed method provides better performance in subjective image quality compared to conventional MCFI methods.

3D Display Method for Moving Viewers (움직이는 관찰자용 3차원 디스플레이 방법)

  • Heo, Gyeong-Mu;Kim, Myeong-Sin
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.37 no.4
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    • pp.37-45
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    • 2000
  • In this paper we suggest a method of detecting the two eyes position of moving viewer by using images obtained through a color CCD camera, and also a method of rendering view-dependent 3D image which consists of depth estimation, image-based 3D object modeling and stereoscopic display process. Through the experiment of applying the suggested methods, we could find the accurate two-eyes position with the success rate of 97.5% within the processing time of 0.39 second using personal computer, and display the view-dependent 3D image using Fl6 flight model. And through the similarity measurement of stereo image rendered at z-buffer by Open Inventor and captured by stereo camera using robot, we could find that view-dependent 3D picture obtained by our proposed method is optimal to viewer.

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Style changes on women's hemline length - Focus on daywear in Vogue's 1950~2013 magazine - (여성 스커트 길이 스타일 변화주기에 관한 연구 - 1950년부터 2013년까지 Vogue 자료를 중심으로 -)

  • Ahn, In Sook
    • The Research Journal of the Costume Culture
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    • v.22 no.4
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    • pp.543-554
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    • 2014
  • The purpose of this study was to find whether hemline cycles exist and whether hemlines show greater within-year variability over time. Utilizing US Vogue data from 1950 to 2013 on hemline length of women's daywear, total 2102 day-dresses or skirts on full fashion pictures were analyzed. The skirt length was divided by the total length of figure in the picture which was measured from shoulder to ankle. Aggregated yearly means smoothed by means of three-point moving averages were used to provide a better indication of the long-term direction of movement of the hemline. Within-year hemline variability was smoothed by the way of three-point moving average as well. The data showed five cycles on hemline change processes. The first cycle took 21 years from 1950 to 1971, which was the longest period and had the biggest hemline changes. The second cycle was the shortest from 1971 to 1977, in which hemline moved between below-knee length and midcalf. The hemline in the third cycle moved between midcalf and miniskirt. The third cycle took 16 years from 1977 to 1993. The forth was a short cycle from 1998 to 2001, and hemlines moved moderately between below-knee length and above-knee length. The fifth cycle has been on going since 2001, and the hemline has been getting longer after 2007. The within-year variability of hemlines was bigger in 1980s than previous years and was steadily increased.

Realization of 3D Human's bone, Alimentary Canal and Cardiovascular system by Internet (인터넷 기반에서의 3차원 시뮬레이션을 위한 인체골격과 내부 장기 및 심장혈관계의 구현)

  • 강득찬;박무훈
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2002.05a
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    • pp.181-184
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    • 2002
  • Currently, the lack of equipments for the medical practice and education made it impossible for the people in medical institution to carry out suitable experiments for observing human bodies. In this paper, the authors embodied three dimensional images and moving pictures for the human skeletal structure, digestive organs, cardiovascular system and their processes over the internet framework. The three dimensional images and moving picture made it possible for the general people as well as the specialists to observe and obtain informations with regard to the human body. specially, the authors realized a framework for visualizing the human bodies in three dimensional images, via which a detailed and realistic architecture for the human body and its organs tan be obtained. The system developed in this paper can be used in the practice and education of the people engaged in medical fields.

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Improvement of Reduction method for Ringing Artifacts in color moving-pictures using K-means algorithm (K-means 알고리즘을 사용한 칼라 동영상 링잉 노이즈 감쇄 방법의 개선)

  • Kim, Byung-Hyun;Jang, Jun-Young;Jang, Won-Woo;Choi, Hyun-Chul;Kang, Bong-Soon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.3
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    • pp.576-582
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    • 2011
  • In this paper, we proposed the improved Advanced Detail Enhancement algorithm that improve the blurring by the lossy compression with CODEC and reduce the ringing artifacts in restoration. The conventional algorithm needs much amount of the process by the use of RGB color space. To improve this, we only used the luminance value in YCbCr color space. We verified that the performance of the improved algorithm with Y color value, the luminance value, is equal to the conventional algorithm with RGB color value and that the operation time of the improved is shorter about 24% than the conventional through the measurement of the operation time with Kodak standard images.

Directions in Development of Enforcement System for Moving Violation in Intersection (무인교통단속장비를 이용한 교차로 꼬리물기 단속 가능성 연구)

  • Lee, Ho-Won;Hyun, Cheol-Seung;Joo, Doo-Hwan;Kim, Dong-Hyo;Lee, Choul-Ki;Park, Dae-Hyun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.10 no.6
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    • pp.32-39
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    • 2011
  • Even if the traffic light is green, if vehicles enter a jammed intersection, they are violation of the law. The police is enforcing law as a part of a nation wide campaign. Because, using the camcorder, the police can not do enforcement the offending vehicle, there are other techniques. Our research group proposed automated photographic equipment enable to enforce moving violation in intersection. Using new license plate recognition technology and backtracking technology to trace the offending vehicle, once the system detects a violator, it records 8 wide pictures and 1picture from the front vehicle, showing it enter and proceed through the intersection. Field experimental results obtained in the system, the following conclusions. The three measures of effectiveness investigated were recognition rate 83.5, mis-match recognition rate 1.5%.

Audio Signal Coding Using Wavelet Transform (웨이블렛 변환을 이용한 오디오 코딩)

  • Bae, Seok-Mo;Kim, Do-Hyoung;Chung, Jae-Ho
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.4
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    • pp.64-70
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    • 1997
  • This paper is aimed to propose a new wavelet audio signal coding scheme which reduces the complexity of well-known MPEG(Moving Picture Expert Group)-Audio. The filters of MPEG0audio apply subband technique on the 16-bits PCM audio to aquire bitstream of subband sample using dynamic bit allocation. If we use the wavelet coefficients instead of subband samples and 6 bands which is less than 32 bands of MPEG-audio, the complexity can be reduced. A new audio signal compression algorithm in this paper is based on wavelet transform and the proposed algorithm is compared with MPEG-audio. At the bitrate of 256kbps, the proposed algorithm maintains the CD(Compact-disc) quality. We were able to reduce the about 40% of complexity at encoder and about 70% at decoder.

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