• Title/Summary/Keyword: Depth/Color Information

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Implementation of High Quality Indexed Image utilizing Common Color Map(Codebook) (공용 컬러맵(코드북)을 이용한 고화질 인덱스 영상의 구현)

  • Choi, YongSoo;Lee, DalHo
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.12
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    • pp.91-97
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    • 2013
  • Image and it's processing techniques are widely applied and very important in the recent IT environment. In this paper, we try to reconstruct original BMP(Bitmap) image into indexed image and codebook utilizing vector quantization and represent high quality image only with same pixel depth of previous indexed image like JPEG etc. That is, By adopting common map method onto index image with $2^n$ color codebook, image can be represented as high quality as $2^{n+1}$ color codebook. When proposed output image is compared with original BMP image, it provides as much around 2dB as higher PSNR than conventional 8 bit index image(normal JPEG). Furthermore, this improvement(2 dB higher PSNR) could be provided when using the 9 bit indexed image.

Transparent Manipulators Accomplished with RGB-D Sensor, AR Marker, and Color Correction Algorithm (RGB-D 센서, AR 마커, 색수정 알고리즘을 활용한 매니퓰레이터 투명화)

  • Kim, Dong Yeop;Kim, Young Jee;Son, Hyunsik;Hwang, Jung-Hoon
    • The Journal of Korea Robotics Society
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    • v.15 no.3
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    • pp.293-300
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    • 2020
  • The purpose of our sensor system is to transparentize the large hydraulic manipulators of a six-ton dual arm excavator from the operator camera view. Almost 40% of the camera view is blocked by the manipulators. In other words, the operator loses 40% of visual information which might be useful for many manipulator control scenarios such as clearing debris on a disaster site. The proposed method is based on a 3D reconstruction technology. By overlaying the camera image from front top of the cabin with the point cloud data from RGB-D (red, green, blue and depth) cameras placed at the outer side of each manipulator, the manipulator-free camera image can be obtained. Two additional algorithms are proposed to further enhance the productivity of dual arm excavators. First, a color correction algorithm is proposed to cope with the different color distribution of the RGB and RGB-D sensors used on the system. Also, the edge overlay algorithm is proposed. Although the manipulators often limit the operator's view, the visual feedback of the manipulator's configurations or states may be useful to the operator. Thus, the overlay algorithm is proposed to show the edge of the manipulators on the camera image. The experimental results show that the proposed transparentization algorithm helps the operator get information about the environment and objects around the excavator.

Research for Bit-depth Conversion Development by Detection Lost Information to Resizing Process for Digital Photography (디지털 사진영상의 크기조절과정에서 유실되는 정보를 이용한 비트심도의 확장)

  • Cho, Do-Hee;Maik, Vivek;Paik, Joon-Ki;Har, Dong-Hwan
    • The Journal of the Korea Contents Association
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    • v.9 no.4
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    • pp.189-197
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    • 2009
  • A digital image usually has 8 bits of depth basically representing pixel intensity ranging for [0 255]. These pixel range allow 256 step levels of pixel values in the image. Thus the greyscale value for a given image is an integer. When we carry out interpolation of a given image for resizing we have to round the interpolated value to integer which can result in loss of quality on perceived color values. This paper proposes a new method for recovering this loss of information during interpolation process. By using the proposed method the pixels tend to regain more original values which yields better looking images on resizing.

Innovative Method to Expand a Degree of Freedom of Observation in the Depth Direction without Losses of the Horizontal Number of Views in Autostereoscopic Multi-Views 3D Display System (시차장벽식 무안경 다시점 입체디스플레이 시스템에서 수평방향의 시점 수 저하 없이 깊이방향의 자유도를 증가시키기 위한 혁신적 방법)

  • Lee, Kwang-Hoon;Park, Min-Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.10
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    • pp.903-910
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    • 2013
  • An autostereoscopic multi-view 3D display system has the narrower degrees of freedom in the observational directions, such as the horizontal and perpendicular directions to the display plane, than the glasses-on type of 3D display. In this paper, we propose an innovative method to expand the width of the viewing zone formed in the depth direction while maintaining the number of views in the horizontal direction by using a triple segmented-slanted parallax barrier (TS-SPB) in the glasses-off type of 3D display. The validity of the proposal was verified by an optical simulation based on an environment similar to an actual case. The maximum number of views that can be displayed in the horizontal direction is 2n, and the width of the viewing zone with depth increased up to a factor of 3.36 compared to the existing one-layered parallax barrier system.

Online Monitoring System based notifications on Mobile devices with Kinect V2 (키넥트와 모바일 장치 알림 기반 온라인 모니터링 시스템)

  • Niyonsaba, Eric;Jang, Jong-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1183-1188
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    • 2016
  • Kinect sensor version 2 is a kind of camera released by Microsoft as a computer vision and a natural user interface for game consoles like Xbox one. It allows acquiring color images, depth images, audio input and skeletal data with a high frame rate. In this paper, using depth image, we present a surveillance system of a certain area within Kinect's field of view. With computer vision library(Emgu CV), if an object is detected in the target area, it is tracked and kinect camera takes RGB image to send it in database server. Therefore, a mobile application on android platform was developed in order to notify the user that Kinect has sensed strange motion in the target region and display the RGB image of the scene. User gets the notification in real-time to react in the best way in the case of valuable things in monitored area or other cases related to a reserved zone.

Picture Quality Control Method for Region of Interest by Using Depth Information (깊이정보를 이용한 관심영역의 화질 제어 방법)

  • Kwon, Soon-Kak;Park, Yoo-Hyun
    • Journal of Broadcast Engineering
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    • v.17 no.4
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    • pp.670-675
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    • 2012
  • If the region of interest (ROI) is set within the picture of image and video and the high quality is provided in ROI compared to Non ROI, then overall subjective picture quality can be increased. ROI extracted by the color camera only increases the calculation complexity and reduces the extraction accuracy. In this paper, we use depth camera to set the ROI and calculate the object distance from camera, then propose a method that the different picture quality is controlled by depending on the distance of an object. That is, we apply a high quantization step size to the far object, but relatively a low quantization step size to the close object, so better picture quality can be provided. Simulation results show that applying the differential quantization step size to the distance of objects by the proposed method can improve the subjective picture quality.

Study on the Target Tracking of a Mobile Robot Using Active Stereo-Vision System (능동 스테레오 비젼을 시스템을 이용한 자율이동로봇의 목표물 추적에 관한 연구)

  • 이희명;이수희;이병룡;양순용;안경관
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.915-919
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    • 2003
  • This paper presents a fuzzy-motion-control based tracking algorithm of mobile robots, which uses the geometrical information derived from the active stereo-vision system mounted on the mobile robot. The active stereo-vision system consists of two color cameras that rotates in two angular dimensions. With the stereo-vision system, the center position and depth information of the target object can be calculated. The proposed fuzzy motion controller is used to calculate the tracking velocity and angular position of the mobile robot, which makes the mobile robot keep following the object with a constant distance and orientation.

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Face Detection-based Hand Gesture Recognition in Color and Depth Images (색상 및 거리 영상에서의 얼굴검출 기반 손 제스처 인식)

  • Jeon, Hun-Ki;Ko, Jaepil
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.11a
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    • pp.580-582
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    • 2012
  • 본 논문에서는 얼굴검출을 통한 실시간 피부색 모델링과 거리정보를 결합하여 손 영역을 검출하고 손 움직임에 따른 방향 및 원 제스처 인식을 위한 규칙 기반 인식방법을 제안한다. 기존과는 달리 손좌표를 사용하는 대신 기존 프레임과 현재 프레임에서의 손 좌표 차이를 이용하여 제스처 구간을 설정하고 자연스러운 제스처 동작에서의 속도변화를 고려할 수 있도록 한다. 실험 데이터는 5명을 대상으로 4방향과 원을 포함하여 총 5가지 제스처를 10회씩 실행하여 획득하였다. 이들 데이터에 대한 인식 실험에서 97%의 인식률을 보였다.

Recognition of Vehicle Number Plate Using Color Decomposition Method and Back Propagation Neural Network (색 분해법과 역전파 신경 회로망을 이용한 차량 번호판 인식)

  • 이재수;김수인;서춘원
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.35T no.3
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    • pp.46-52
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    • 1998
  • In this paper, after inputting the computer with the attached number plate on the vehicle, using it, the color decomposition method and back propagation neural network proposed the extractable method of the vehicle number plate at high speed. This method separated R, G, B signal form input moving vehicle image to computer through video camera, then after transform this R, G, B signal into input image data of the computer by using color depth of vehicle number plate and store up binary value in the memory frame buffer. After adapting character's recognition algorithm, also improving this, by adapting back propagation neural network makes the vehicle number plate recognition system. Also minimalizing the similar color's confusion, adapting horizontal and vertical extracting algorithm by using the vehicle's rectangular architecture shows the extract and character's recognition of the vehicle number plate at high speed.

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The Effect of the Color Selection Motivation on Body Attractive Perception and Self-Respect in Working Women (직장여성의 메이크업 컬러선택동기가 신체매력지각과 자아존중감에 미치는 영향)

  • Lee, Soeun;Lee, YounJin
    • Journal of Convergence for Information Technology
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    • v.11 no.11
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    • pp.256-265
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    • 2021
  • The purpose of this study is to empirically identify the effect of women's motivation for choosing makeup colors on their perception of physical attractiveness and self-respect. Participants in this study were surveyed through questionnaires for 256 employees in Seoul and Gyeonggi-do, and the collected data were analyzed in depth using statistical analysis methods of frequency analysis, factor analysis, and multiple regression analysis. The results derived through a series of research procedures are as follows: First, the motivation for women in the workplace to choose makeup colors showed a statistically significant influence on physical attraction perception. Second, the motivation for women in the workplace to choose makeup colors showed a statistically significant influence on self-esteem. Third, office workers' perceptions of physical attraction had a statistically significant impact on self-esteem.