• Title/Summary/Keyword: 다중 2D 영상

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An Analysis of Similarity Measures for Area-based Multi-Image Matching (다중영상 영역기반 영상정합을 위한 유사성 측정방법 분석)

  • Noh, Myoung-Jong;Kim, Jung-Sub;Cho, Woo-Sug
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.30 no.2
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    • pp.143-152
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    • 2012
  • It is well-known that image matching is necessary for automatic generation of 3D data such as digital surface data from aerial images. Recently developed aerial digital cameras allow to capture multi-strip images with higher overlaps and less occluded areas than conventional analogue cameras and that much of researches on multi-image matching have been performed, particularly effective methods of measuring a similarity among multi-images using point features as well as linear features. This research aims to investigate similarity measuring methods such as SSD and SNCC incorporated into a area based multi-image matching method based on vertical line locus. In doing this, different similarity measuring entities such as grey value, grey value gradient, and average of grey value and its gradient are implemented and analyzed. Further, both dynamic and pre-fixed adaptive-window size are tested and analyzed in their behaviors in measuring similarity among multi-images. The aerial images used in the experiments were taken by a DMC aerial frame camera in three strips. The over-lap and side-lap are about 80% and 60%, respectively. In the experiment, it was found that the SNCC as similarity measuring method, the average of grey value and its gradient as similarity measuring entity, and dynamic adaptive-window size can be best fit to measuring area-based similarity in area based multi-image matching method based on vertical line locus.

Emotion Recognition of User using 2D Face Image in the Mobile Robot (이동로봇에서의 2D얼굴 영상을 이용한 사용자의 감정인식)

  • Lee, Dong-Hun;Seo, Sang-Uk;Go, Gwang-Eun;Sim, Gwi-Bo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2006.11a
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    • pp.131-134
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    • 2006
  • 본 논문에서는 가정용 로봇 및 서비스 로봇과 같은 이동로봇에서 사용자의 감정을 인식하는 방법중 한가지인 얼굴영상을 이용한 감정인식 방법을 제안한다. 얼굴영상인식을 위하여 얼굴의 여러 가지 특징(눈썹, 눈, 코, 입)의 움직임 및 위치를 이용하며, 이동로봇에서 움직이는 사용자를 인식하기 위한 움직임 추적 알고리즘을 구현하고, 획득된 사용자의 영상에서 얼굴영역 검출 알고리즘을 사용하여 얼굴 영역을 제외한 손과 배경 영상의 피부색은 제거한다. 검출된 얼굴영역의 거리에 따른 영상 확대 및 축소, 얼굴 각도에 따른 영상 회전변환 등의 정규화 작업을 거친 후 이동 로봇에서는 항상 고정된 크기의 얼굴 영상을 획득 할 수 있도록 한다. 또한 기존의 특징점 추출이나 히스토그램을 이용한 감정인식 방법을 혼합하여 인간의 감성 인식 시스템을 모방한 로봇에서의 감정인식을 수행한다. 본 논문에서는 이러한 다중 특징점 추출 방식을 통하여 이동로봇에서의 얼굴 영상을 이용한 사용자의 감정인식 시스템을 제안한다.

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Model Creation Algorithm for Multiple Moving Objects Tracking (다중이동물체 추적을 위한 모델생성 알고리즘)

  • 조남형;김하식;이명길;이주신
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.05a
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    • pp.633-637
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    • 2001
  • In this paper, we proposed model creation algorithm for multiple moving objects tracking. The proposed algorithm is divided that the initial model creation step as moving objects are entered into background image and the model reformation step in the moving objects tracking step. In the initial model creation step, the initial model is created by AND operating division image, divided using difference image and clustering method, and edge image of the current image. In the model reformation step, a new model was reformed in the every frame to adapt appearance change of moving objects using Hausdorff Distance and 2D-Logarithmic searching algorithm. We simulated for driving cart in the road. In the result, model was created over 98% in case of irregular approach direction of cars and tracking objects number.

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Applicability of Spectral/Spatial Characterization and Classification using Multi-Spectral Satellite Imagery based on 3D Wavelet Approach (3차원 웨이블릿 접근 방식에 기반한 다중분광영상의 분광 및 공간 특성 분석과 분류의 적용성 연구)

  • Yoo, Hee-Young;Lee, Ki-Won;Kwon, Byung-Doo
    • Proceedings of the KSRS Conference
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    • 2007.03a
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    • pp.14-19
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    • 2007
  • 2차원 웨이블릿이나 3차원 웨이블릿 변환은 주파수 방향으로 나타나는 분광특성을 고려할 수 있는 장점이 있다. 그러나 다중분광 영상에서 3차원 웨이블릿 변환을 이용하여 분류한 연구사례는 발표되거나 보고된 사례가 거의 없다. 따라서 본 연구에서는 기존의 전통적인 분류기법에 의한 처리결과를 제시하고 3차원 웨이블릿 변환 계수와 에너지 변수량들을 이용한 분류 처리결과를 분류 정확도 측면에서 비교하여 분석하였다. 3D 웨이블릿의 경우 공간적인 변화양상과 주파수에 따른 분광정보의 변화 양상을 동시에 알려주는 계수로 표현되기 때문에 본 연구의 처리 기법은 다양한 분광특성을 지니는 객체들이 조밀하고 복합적으로 구성되어 있는 도시지역의 고 해상도 위성영상자료에 효과적으로 적용될 수 있다.

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An efficient VLSI Implementation of the 2-D DCT with the Algorithm Decomposition (알고리즘 분해를 이용한 2-D DCT)

  • Jeong, Jae-Gil
    • The Journal of Natural Sciences
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    • v.7
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    • pp.27-35
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    • 1995
  • This paper introduces a VLSI (Very Large Scale Integrated Circuit) implementation of the 2-D Discrete Cosine Transform (DCT) with an application to image and video coding. This implementation, which is based upon a state space model, uses both algorithm and data partitioning to achieve high efficiency. With this implementation, the amount of data transfers between the processing elements (PEs) are reduced and all the data transfers are limitted to be local. This system accepts the input as a progressively scanned data stream which reduces the hardware required for the input data control module. With proper ordering of computations, a matrix transposition between two matrix by matrix multiplications, which is required in many 2-D DCT systems based upon a row-column decomposition, can be also removed. The new implementation scheme makes it feasible to implement a single 2-D DCT VLSI chip which can be easily expanded for a larger 2-D DCT by cascading these chips.

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Design of High Performance Multi-mode 2D Transform Block for HEVC (HEVC를 위한 고성능 다중 모드 2D 변환 블록의 설계)

  • Kim, Ki-Hyun;Ryoo, Kwang-Ki
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.2
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    • pp.329-334
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    • 2014
  • This paper proposes the hardware architecture of high performance multi-mode 2D forward transform for HEVC which has same number of cycles for processing any type of four TUs and yield high throughput. In order to make the original image which has high pixel and high resolution into highly compressed image effectively, the transform technique of HEVC supports 4 kinds of pixel units, TUs and it finds the optimal mode after performs each transform computation. As the proposed transform engine uses the common computation operator which is produced by analyzing the relationship among transform matrix coefficients, it can process every 4 kinds of TU mode matrix operation with 35cycles equally. The proposed transform block was designed by Verilog HDL and synthesized by using TSMC 0.18um CMOS processing technology. From the results of logic synthesis, the maximum operating frequency was 400MHz and total gate count was 214k gates which has the throughput of 10-Gpels/cycle with the $4k(3840{\times}2160)@30fps$ image.

A Method for Generating Multiple Virtual Hairstyles Based on 2D Photo-realistic Images (2D 실사 영상에 기반한 다중 가상 헤어스타일 생성 방법)

  • Lee, Hyoung-Jin;Kwak, No-Yoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.1627-1630
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    • 2005
  • 본 논문에서는 2D 실사 영상에서 추출한 헤어스타일을 임의의 인물 영상의 두상에 정렬시킨 상태에서 원래의 헤어스타일에서 추출한 헤어스타일로 변해가는 반자동 필드 모핑을 수행함으로써 여러 유형의 헤어스타일을 자동으로 생성할 수 있는 가상 헤어스타일 생성 방법에 관한 것이다. 제안된 방법은 사전에 준비된 그래픽 객체 외에도 실사 영상에서 직접 추출한 헤어스타일을 사용할 수 있고, 추출한 헤어스타일 외에도 다양한 유형의 헤어스타일을 자동으로 생성할 수 있는 이점이 있다. 또한, 반자동 필드 모핑에 기반한 편리한 사용자 인터페이스를 제공할 수 있기 때문에 작업자의 피로도를 경감시킴과 동시에 작업 시간을 단축할 수 있고 비숙련자도 간단한 사용자 입력을 통해 자연스러운 가상 헤어스타일을 생성할 수 있는 장점이 있다.

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Design and Implementation of Multi-View 3D Video Player (다시점 3차원 비디오 재생 시스템 설계 및 구현)

  • Heo, Young-Su;Park, Gwang-Hoon
    • Journal of Broadcast Engineering
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    • v.16 no.2
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    • pp.258-273
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    • 2011
  • This paper designs and implements a multi-view 3D video player system which is operated faster than existing video player systems. The structure for obtaining the near optimum speed in a multi-processor environment by parallelizing the component modules is proposed to process large volumes of multi-view image data at high speed. In order to use the concurrency of bottleneck, we designed image decoding, synthesis and rendering modules in a pipeline structure. For load balancing, the decoder module is divided into the unit of viewpoint, and the image synthesis module is geometrically divided based on synthesized images. As a result of this experiment, multi-view images were correctly synthesized and the 3D sense could be felt when watching the images on the multi-view autostereoscopic display. The proposed application processing structure could be used to process large volumes of multi-view image data at high speed, using the multi-processors to their maximum capacity.

A System for Measuring 3D Human Bodies Using the Multiple 2D Images (다중 2D 영상을 이용한 3D 인체 계측 시스템)

  • 김창우;최창석;김효숙;강인애;전준현
    • Journal of the Korean Society of Costume
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    • v.53 no.5
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    • pp.1-12
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    • 2003
  • This paper proposes a system for measuring the 3D human bodies using the multiple 2D images. The system establishes the multiple image input circumstance from the digital camera for image measurement. The algorithm considering perspective projection leads us to estimate the 3D human bodies from the multiple 2D images such as frontal. side and rear views. The results of the image measurement is compared those of the direct measurement and the 3D scanner for the total 40 items (12 heights, 15 widths and 13 depths). Three persons measure the 40 items using the three measurement methods. In comparison of the results obtained among the measurement methods and the persons, the results between the image measurement and the 3D scanner are very similar. However, the errors for the direct measurement are relatively larger than those between the image measurement and the 3D scanner. For example, the maximum errors between the image measurement and the 3D scanner are 0.41cm in height, 0.39cm in width and 0.95cm in depth. The errors are acceptable in body measurement. Performance of the image measurement is superior to the direct. because the algorithm estimates the 3D positions using the perspective projection. In above comparison, the image measurement is expected as a new method for measuring the 3D body, since it has the various advantages of the direct measurement and 3D scanner in performance for measurement as well as in the devices, cost, Portability and man power.

Multiple Description Coding of 3-D Data (3차원 데이터의 다중 부호화 기법)

  • Park, Sung-Bum;Kim, Chang-Su;Lee, Sang-Uk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.9C
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    • pp.840-848
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    • 2007
  • A multiple description coding (MDC) scheme for 3-D Data is presented. First, a plane-based 3-D data is split into two descriptions, each of which has identical contribution in 3-D surface reconstruction. In order to maximize the visual quality of reconstructed 3-D data, then, plane parameters are modified according to channel error condition. Finally, these descriptions are compressed and transmitted over distinct channels. In decoder, if two descriptions are available, we reconstruct a high quality 3-D data. If only one description is transmitted, however, 3-D surface recovery scheme reduces artifacts on erroneous 3-D surface, yielding a smooth 3-D surface. Therefore, the proposed algorithm guarantees acceptable quality reconstruction of 3-D data even though one channel is totally lost.