• Title/Summary/Keyword: image disparity

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Intermediate Scene Generation using Fast Bidirectional Disparity Morphing and Three Occluding Patterns

  • Kim, Dae-Hyun;Park, Jong-Soo
    • Proceedings of the IEEK Conference
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    • 2002.07b
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    • pp.904-907
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    • 2002
  • In this paper, we describe an algorithm to automatically generate an intermediate scene using the bidirectional disparity morphing from the parallel stereopair. To compute the disparity between two reference images, we use the 2-step fast block matching algorithm that restricts the searching range and accelerates the speed of the computation of the disparity. We also define three occluding patterns so as to smooth the computed disparities, especially for occluded regions. They are derived from the peculiar properties of the disparity map. The smoothed disparity maps present that the false disparities are well corrected and the boundary between foreground and background becomes sharper. We discuss the advantages of this algorithm compared to the commonly used schemes and we show some experimental results with real data.

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A study of using the magnifying lens to detect the detail 3D data (정밀한 3차원 데이터를 얻기 위한 확대경 사용에 관한 연구)

  • Cha, Kuk-Chan
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.3
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    • pp.41-47
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    • 2006
  • The range-based method is easy to get the 3D data in detail, but the image-based is not. In this paper. employing the magnifying lens. the new approach to get the 3D data in detail is suggested. The magnifying lens amplifies the disparity in stereo vision system and the amplification of disparity is to increase the resolution of the depth. We mathematically and experimentally verifies the fact to amplify the disparity and suggests the method to improve the original 3D data with the detail 3D data.

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Disparity Estimation for Intermediate View Reconstruction of Multi-view Video (다시점 동영상의 중간시점영상 생성을 위한 변이 예측 기법)

  • Choi, Mi-Nam;Yun, Jung-Hwan;Yoo, Ji-Sang
    • Journal of Broadcast Engineering
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    • v.13 no.6
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    • pp.915-929
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    • 2008
  • In this paper, we propose an algorithm for pixel-based disparity estimation with reliability in the multi-view image. The proposed method estimates an initial disparity map using edge information of an image, and the initial disparity map is used for reducing the search range to estimate the disparity efficiently. Furthermore, disparity-mismatch on object boundaries and textureless-regions get reduced by adaptive block size. We generated intermediate-view images to evaluate the estimated disparity. Test results show that the proposed algorithm obtained $0.1{\sim}1.2dB$ enhanced PSNR(peak signal to noise ratio) compared to conventional block-based and pixel-based disparity estimation methods.

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.

Local Stereo Matching Method based on Improved Matching Cost and Disparity Map Adjustment (개선된 정합 비용 및 시차 지도 재생성 기반 지역적 스테레오 정합 기법)

  • Kang, Hyun Ryun;Yun, In Yong;Kim, Joong Kyu
    • Journal of the Institute of Electronics and Information Engineers
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    • v.54 no.5
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    • pp.65-73
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    • 2017
  • In this paper, we propose a stereo matching method to improve the image quality at the hole and the disparity discontinuity regions. The stereo matching method extracts disparity map finding corresponding points between stereo image pair. However conventional stereo matching methods have a problem about the tradeoff between accuracy and precision with respect to the length of the baseline of the stereo image pair. In addition, there are hole and disparity discontinuity regions which are caused by textureless regions and occlusion regions of the stereo image pair. The proposed method extracts initial disparity map improved at disparity discontinuity and miss-matched regions using modified AD-Census-Gradient method and adaptive weighted cost aggregation. And then we conduct the disparity map refinement to improve at miss-matched regions, while also improving the accuracy of the image. Experimental results demonstrate that the proposed method produces high-quality disparity maps by successfully improving miss-matching regions and accuracy while maintaining matching performance compared to existing methods which produce disparity maps with high matching performance. And the matching performance is increased about 3.22(%) compared to latest stereo matching methods in case of test images which have high error ratio.

Stereo Image Blind Watermarking Scheme based-on Discrete Wavelet Transform and adaptive Disparity Estimation (웨이블릿 변환과 적응적 변이 추정을 이용한 스테레오 영상 블라인드 워터마킹)

  • Ko Jung-Hwan;Kim Sung-Il;Kim Eun-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.2C
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    • pp.130-138
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    • 2006
  • In this paper, a new stereo image watermarking scheme based-on adaptive disparity estimation algorithm is proposed. That is, a watermark image is embedded into the right image of a stereo image pair by using the DWT and disparity information is extracted from this watermarked right image and the left image. And then, both of this extracted disparity information and the left image are transmitted to the recipient through the communication channel. At the receiver, the watermarked right image is reconstructed from the received left image and disparity information through an adaptive matching algorithm. a watermark image is finally extracted from this reconstructed right image. From some experiments using CCETT's 'Manege' and 'Friends' images as a stereo image and English alphabet '3DRC' as a watermark image, it is found that the PSNRs of the watermarked image from the reconstructed right images through the adaptive matching algorithm & DWT is improved 2.03 dB, 3.03 dB and robusted against various attacks. These experimental results also suggest a possibility of practical implementation of an adaptive matching also-rithm-based stereo imagewatermarking scheme proposed in this paper.

Stereo image compression based on error concealment for 3D television (3차원 텔레비전을 위한 에러 은닉 기반 스테레오 영상 압축)

  • Bak, Sungchul;Sim, Donggyu;Namkung, Jae-Chan;Oh, Seoung-jun
    • Journal of Broadcast Engineering
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    • v.10 no.3
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    • pp.286-296
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    • 2005
  • This paper presents a stereo-based image compression and transmission system for 3D realistic television. In the proposed system, a disparity map is extracted from an input stereo image pair and the extracted disparity map and one of two input images are transmitted or stored at a local or remote site. However, correspondences can not be determined in occlusion areas. Thus, it is not easy to recover 3D information in such regions. In this paper, a reconstruction image compensation algorithm based on error block concealment and in-loop filtering is proposed to minimize the reconstruction error in generating stereo image pair. The effectiveness of the proposed algorithm is shown in term of objective accuracy of reconstruction image with several real stereo image pairs.

3D Target Tracking System using Adaptive Disparity Motion Vector (ADMV를 이용한 3차원 표적 추적 시스템)

  • Ko, Jung-Hwan;Lee, Jung-Suk
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.1203-1204
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    • 2008
  • In this paper, a new stereo object tracking system using the disparity motion vector is proposed. In the proposed method, the time-sequential disparity motion vector can be estimated from the disparity vectors which are extracted from the sequence of the stereo input image pair and then using these disparity motion vectors, the area where the target object is located and its location coordinate are detected from the input stereo image. Basing on this location data of the target object, the pan/tilt embedded in the stereo camera system can be controlled and as a result, 3D tracking of the target object can be possible.

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Stereoscopic Image Generation with Optimal Disparity using Depth Map Preprocessing and Depth Information Analysis (깊이맵의 전처리와 깊이 정보의 기하학적 분석을 통한 최적의 스테레오스코픽 영상 자동 생성 기법)

  • Lee, Jae-Ho;Kim, Chang-Ick
    • Journal of Broadcast Engineering
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    • v.14 no.2
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    • pp.164-177
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    • 2009
  • The DIBR(depth image-based rendering) method gives the sense of depth to viewers by using one color image and corresponding depth image. At this time, the qualities of the generated left- and right-image depend on the baseline distance of the virtual cameras corresponding to the view of the generated left- and right-image. In this paper, we present a novel method for enhancing the sense of depth by adjusting baseline distance of virtual cameras. Geometric analysis shows that the sense of depth is better in accordance with the increasing disparity due to the reduction of the image distortion. However, the entailed image degradation is not considered. Experimental results show that there is maximum bound in the disparity increasement due to image degradation and the visual field. Since the image degradation is reduced for increasing that bound, we add a depth map preprocessing. Since the interactive service where the disparity and view position are controlled by viewers can also be provided, the proposed method can be applied to the mobile broadcasting system such as DMB as well as 3DTV system.

A New EDGE-BASED Stereo Correspondence Method for Snake-Based Object Segmentation (스네이크 기반 객체 추출을 위한 새로운 에지 기반 스테레오 일치화 방법)

  • Park, Min-Gyu;Alattar, Ashraf;Jang, Jong-Whan
    • The KIPS Transactions:PartB
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    • v.15B no.4
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    • pp.269-274
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    • 2008
  • In this paper, we propose a new stereo correspondence method for generating excellent external energy for snake-based object segmentation methods in stereo images. Our method first generates an edge-based disparity map by performing stereo correspondence between multi-level edge maps of the stereo image pair. Only edges of similar strength are considered for matching. To filter the disparity map for edges of the object of interest, the method estimates the object's disparity value by matching the pattern of edges of the region of interest in the left image against candidate patterns in the right image. The filtered edge map is then used to generate external energy for the snake. The proposed method has been tested on two snake models and results show a noticeable enhancement on performance of the snake when compared with other methods.