• Title/Summary/Keyword: Stereo-video

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Multiresolution Wavelet-Based Disparity Estimation for Stereo Image Compression

  • Tengcharoen, Chompoonuch;Varakulsiripunth, Ruttikorn
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1098-1101
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    • 2004
  • The ordinary stereo image of an object consists of data of left and right views. Therefore, the left and right image pairs have to be transmitted simultaneously in order to display 3-dimentional video at the remote site. However, due to the twice data in comparing with a monoscopic image of the same object, it needs to be compressed for fast transmission and resource saving. Hence, it needs an effective coding algorithm for compressing stereo image. It was found previously that compressing left and right frames independently will achieve the compression ratio lower than compressing by utilizing the spatial redundancy between both frames. Therefore, in this paper, we study the stereo image compression technique based on the multiresolution wavelet transform using varied disparity-block size for estimation and compensation. The size of disparity-block in the stereo pair subbands are scaling on a coarse-to-fine wavelet coefficients strategy. Finally, the reference left image and residual right image after disparity estimation and compensation are coded by using SPIHT coding. The considered method demonstrates good performance in both PSNR measures and visual quality for stereo image.

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Application of Video Photogrammetry for Generating and Updating Digital Maps (수치지도 생성 및 갱신을 위한 Video Photogrammetry 적용)

  • Yoo, Hwan-Hee;Sung, Jae-Ryeol
    • Journal of Korean Society for Geospatial Information Science
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    • v.6 no.2 s.12
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    • pp.11-20
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    • 1998
  • Although aerial photogrammetry has been used to generate or update digital maps. It is difficult to make the spatial and attribute data for all kinds of objects on the ground with only aerial photogrammetry. Therefore, we are getting informations of the object on the ground through an on-the-spot survey In order to improve accuracy and reliability of on-the-spot survey in this study, we obtained stereo images from high resolution digital camera (1152*864 pixels) and developed the video photogrammetry which was able to determine the three dimensional coordinates from stereo images by applying DLT(Direct Linear Transformation). Also, the developed video photogrammetry could generate and update the spatial and attribute data in digital maps by using a function that could connect three dimensional coordinates with the attribute data.

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Enhanced Stereo Matching Algorithm based on 3-Dimensional Convolutional Neural Network (3차원 합성곱 신경망 기반 향상된 스테레오 매칭 알고리즘)

  • Wang, Jian;Noh, Jackyou
    • IEMEK Journal of Embedded Systems and Applications
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    • v.16 no.5
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    • pp.179-186
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    • 2021
  • For stereo matching based on deep learning, the design of network structure is crucial to the calculation of matching cost, and the time-consuming problem of convolutional neural network in image processing also needs to be solved urgently. In this paper, a method of stereo matching using sparse loss volume in parallax dimension is proposed. A sparse 3D loss volume is constructed by using a wide step length translation of the right view feature map, which reduces the video memory and computing resources required by the 3D convolution module by several times. In order to improve the accuracy of the algorithm, the nonlinear up-sampling of the matching loss in the parallax dimension is carried out by using the method of multi-category output, and the training model is combined with two kinds of loss functions. Compared with the benchmark algorithm, the proposed algorithm not only improves the accuracy but also shortens the running time by about 30%.

Implementation of Disparity Information-based 3D Object Tracking

  • Ko, Jung-Hwan;Jung, Yong-Woo;Kim, Eun-Soo
    • Journal of Information Display
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    • v.6 no.4
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    • pp.16-25
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    • 2005
  • In this paper, a new 3D object tracking system using the disparity motion vector (DMV) is presented. In the proposed method, the time-sequential disparity maps are extracted from the sequence of the stereo input image pairs and these disparity maps are used to sequentially estimate the DMV defined as a disparity difference between two consecutive disparity maps Similarly to motion vectors in the conventional video signals, the DMV provides us with motion information of a moving target by showing a relatively large change in the disparity values in the target areas. Accordingly, this DMV helps detect the target area and its location coordinates. Based on these location data of a moving target, the pan/tilt embedded in the stereo camera system can be controlled and consequently achieve real-time stereo tracking of a moving target. From the results of experiments with 9 frames of the stereo image pairs having 256x256 pixels, it is shown that the proposed DMV-based stereo object tracking system can track the moving target with a relatively low error ratio of about 3.05 % on average.

Design of a Stereoscopic Image Display System Using a LCD Shutter (LCD 셔터를 이용한 입체 영상 디스플레이 시스템의 설계)

  • Lee, Ki-Jong;Kim, Nam-Jin;Moon, Jeong-Sueng;Kim, Ju-Young;Park, Gwi-Tae;Seo, Sam-Joon
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.511-513
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    • 1998
  • This paper describes a full color stereoscopic video display system using a LCD shutter. Human apprehends the world with a natural stereo vision. The left eye sees through a slightly different perspective from the right eye; proposed vision system combines two images into a single image that has stereo depth. That is, when the left image is on the screen, the left shutter opens and the right shutter closes - and vice versa. The LCD shutter channels the left image to the left eye, and the right image to the right eye. The brain then fuses the stereo pair into a single high-resolution, flicker-free 3D image. The designed vision system is a real-time system that shows stereoscopic images without the loss of image information from video cameras.

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Convert 2D Video Frames into 3D Video Frames (2차원 동영상의 3차원 동영상 변화)

  • Lee, Hee-Man
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.6
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    • pp.117-123
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    • 2009
  • In this paper, An algorithm which converts 2D video frames into 3D video frames of parallel looking stereo camea is proposed. The proposed algorithm finds the disparity information between two consecutive video frames and generates 3D video frames from the obtained disparity maps. The disparity information is obtained from the modified iterative convergence algorithm. The method of generating 3D video frames from the disparity information is also proposed. The proposed algorithm uses coherence method which overcomes the video pattern based algorithms.

IVS using disparity estimation based on bidirectional quadtree (양방향 사진트리 기반 변이 추정을 이용한 중간 시점 영상 합성)

  • 김재환;임정은;손광훈
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.2295-2298
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    • 2003
  • The correspondence problem for stereo image matching plays an important role in expanding view points as multi view video applications become more popular. The conventional disparity estimation algorithms have limitation to find exact disparities because they consider not image features but similiar intensity points. Thus we propose an efficient disparity estimation algorithm considering features of stereo image pairs. As simulation results, our proposed method confirms better intermediate views than the existing block-matching methods.

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Fast disparity estimation for real-time stereo video systems (실시간 스테레오 동영상 처리를 위한 빠른 디스패리티 추정)

  • Ahn, Jae-Kyun;Kim, Chang-Su
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.205-206
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    • 2007
  • In stereo vision applications, disparity estimation is often performed to corresponding pixels. Using window-based correlations is a fast and standard approach to the disparity estimation. In this paper, we analyse the behaviour of the correlation-based disparity estimation and improve its performance by combining it with a segmentation scheme. Simulation results demonstrate that the proposed algorithm provides faithful disparity maps.

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Real-time 3D Converting System using Stereoscopic Video (스테레오 비디오를 이용한 실시간 3차원 입체 변환 시스템)

  • Seo, Young-Ho;Choi, Hyun-Jun;Kim, Dong-Wook
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.10C
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    • pp.813-819
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    • 2008
  • In this paper, we implemented a real-time system which displays 3-dimensional (3D) stereoscopic image with stereo camera. The system consists of a set of stereo camera, FPGA board, and 3D stereoscopic LCD. Two CMOS image sensor were used for the stereo camera. FPGA which processes video data was designed with Verilog-HDL, and it can accommodate various resolutional videos. The stereoscopic image is configured by two methods which are side-by-side and up-down image configuration. After the left and right images are converted to the type for the stereoscopic display, they are stored into SDRAM. When the next frame is inputted into FPGA from two CMOS image sensors, the previous video data is output to the DA converter for displaying it. From this pipeline operation, the real-time operation is possible. After the proposed system was implemented into hardware, we verified that it operated exactly.