• Title/Summary/Keyword: depth map generation

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Fast Digital Hologram Generation Using True 3D Object (실물에 대한 디지털 홀로그램 고속 생성)

  • Kang, Hoon-Jong;Lee, Gang-Sung;Lee, Seung-Hyun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.11B
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    • pp.1283-1288
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    • 2009
  • In general, a 3D computer graphic model is being used to generate a digital hologram as theinput information because the 3D information of an object can be extracted from a 3D model, easily. The 3D information of a real scene can be extracted by using a depth camera. The 3D information, point cloud, corresponding to real scene is extracted from a taken image pair, a gray texture and a depth map, by a depth camera. The extracted point cloud is used to generate a digital hologram as input information. The digital hologram is generated by using the coherent holographic stereogram, which is a fast digital hologram generation algorithm based on segmentation. The generated digital hologram using the taken image pair by a depth camera is reconstructed by the Fresnel approximation. By this method, the digital hologram corresponding to a real scene or a real object could be generated by using the fast digital hologram generation algorithm. Furthermore, experimental results are satisfactory.

Virtual Reality Panorama System using Stitching Techniques and Depth-map (스티칭 기법과 깊이지도를 이용한 VR 파노라마 시스템)

  • Cho, Seung-Il;Kim, Jong-Chan;Ban, Kyeong-Jin;Kim, Eung-Kon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.544-546
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    • 2011
  • The popularization and development of 3D display makes common users easy to experience a solid 3D virtual reality, the demand for virtual reality contents are increasing. This paper proposes VR panorama system using vanishing point location-based depth map generation method. VR panorama using depth map gives an effect that makes users feel staying at real place and looking around nearby circumstances.

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Analysis of Relationship between Objective Performance Measurement and 3D Visual Discomfort in Depth Map Upsampling (깊이맵 업샘플링 방법의 객관적 성능 측정과 3D 시각적 피로도의 관계 분석)

  • Gil, Jong In;Mahmoudpour, Saeed;Kim, Manbae
    • Journal of Broadcast Engineering
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    • v.19 no.1
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    • pp.31-43
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    • 2014
  • A depth map is an important component for stereoscopic image generation. Since the depth map acquired from a depth camera has a low resolution, upsamling a low-resolution depth map to a high-resolution one has been studied past decades. Upsampling methods are evaluated by objective evaluation tools such as PSNR, Sharpness Degree, Blur Metric. As well, the subjective quality is compared using virtual views generated by DIBR (depth image based rendering). However, works on the analysis of the relation between depth map upsampling and stereoscopic images are relatively few. In this paper, we investigate the relationship between subjective evaluation of stereoscopic images and objective performance of upsampling methods using cross correlation and linear regression. Experimental results demonstrate that the correlation of edge PSNR and visual fatigue is the highest and the blur metric has lowest correlation. Further, from the linear regression, we found relative weights of objective measurements. Further we introduce a formulae that can estimate 3D performance of conventional or new upsampling methods.

Digital Holographic Contents Manipulation using Convert and synthesize of Depth-map (깊이정보의 변환 및 합성 기법을 이용한 디지털 홀로그래픽 콘텐츠 저작)

  • Choi, Hyun-Jun;Seo, Young-Ho;Kim, Dong-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.4
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    • pp.1010-1019
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    • 2013
  • Recently, research on hologram, which can realize perfect 3-dimensional imaging, becomes more active. But hologram has the defect that it costs a lot in generation. Thus, this paper proposes a method to generate a new digital hologram contents by manipulating the existing digital hologram contents. That is, this paper proposes the method to manipulating the digital hologram contents by manipulating and/or synthesizing the depth information to get a new digital hologram contents. The proposed methods have been experimented with various depth informations and digital hologram contents. For each kind of depth information, it has been manipulated for its position and distance. The result was converted to a digital hologram by the computer-generated hologram method and the resulting hologram was reconstructed.

Efficient Depth Map Generation for Various Stereo Camera Arrangements (다양한 스테레오 카메라 배열을 위한 효율적인 깊이 지도 생성 방법)

  • Jang, Woo-Seok;Lee, Cheon;Ho, Yo-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.6A
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    • pp.458-463
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    • 2012
  • In this paper, we propose a direct depth map acquisition method for the convergence camera array as well as the parallel camera array. The conventional methods perform image rectification to reduce complexity and improve accuarcy. However, image rectification may lead to unwanted consequences for the convergence camera array. Thus, the proposed method excludes image rectification and directly extracts depth values using the epipolar constraint. In order to acquire a more accurate depth map, occlusion detection and handling processes are added. Reasonable depth values are assigned to the obtained occlusion region by the distance and color differences from neighboring pixels. Experimental results show that the proposed method has fewer limitations than the conventional methods and generates more accurate depth maps stably.

Pattern-based Depth Map Generation for Low-complexity 2D-to-3D Video Conversion (저복잡도 2D-to-3D 비디오 변환을 위한 패턴기반의 깊이 생성 알고리즘)

  • Han, Chan-Hee;Kang, Hyun-Soo;Lee, Si-Woong
    • The Journal of the Korea Contents Association
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    • v.15 no.2
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    • pp.31-39
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    • 2015
  • 2D-to-3D video conversion vests 3D effects in a 2D video by generating stereoscopic views using depth cues inherent in the 2D video. This technology would be a good solution to resolve the problem of 3D content shortage during the transition period to the full ripe 3D video era. In this paper, a low-complexity depth generation method for 2D-to-3D video conversion is presented. For temporal consistency in global depth, a pattern-based depth generation method is newly introduced. A low-complexity refinement algorithm for local depth is also provided to improve 3D perception in object regions. Experimental results show that the proposed method outperforms conventional methods in terms of complexity and subjective quality.

Depth Map Generation using Image Classification (영상 분류를 이용한 깊이지도 생성)

  • Kim, Dae-Sun;Baek, Yeul-Min;Kim, Whoi-Yul
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06c
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    • pp.451-453
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    • 2012
  • 2D영상을 3D영상으로 변환하기 위해서는 영상 내의 깊이 정보를 알 수 있는 깊이지도(depth map)가 필요하다. 깊이지도를 획득하기 위해 다양한 시각적 특성들이 이용되는데, 본 논문에서는 영상에서 아래는 가깝고 위는 멀다는 가정을 기반으로 하는 상대적 높이(relative height) 특성을 이용하여 깊이지도를 생성하는 방법을 제안한다. 기존의 상대적 높이 특성을 이용한 방법들은 왼쪽이나 오른쪽으로 거리가 멀어지는 영상에 대해서 부정확한 깊이지도를 생성한다. 따라서 제안하는 방법에서는 문제점을 개선하기 위해 입력 영상을 소실점 위치에 따라 분류하여 깊이지도를 생성한다. 소실점이 왼쪽이나 오른쪽에 위치할 때는 영상을 회전시켜 소실점을 상단으로 보내 상대적 높이 가정에 맞도록 영상을 변환하고 소실점이 중앙에 위치할 때는 하늘 검출 방법을 통해 실내, 실외를 판별한 후 각 특성에 맞는 초기 깊이 모델을 적용한다. 실험 결과, 제안하는 방법이 상대적 높이 가정을 만족하지 않는 영상도 적합한 깊이지도를 생성할 수 있음을 확인하였다.

SuperDepthTransfer: Depth Extraction from Image Using Instance-Based Learning with Superpixels

  • Zhu, Yuesheng;Jiang, Yifeng;Huang, Zhuandi;Luo, Guibo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.10
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    • pp.4968-4986
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    • 2017
  • In this paper, we primarily address the difficulty of automatic generation of a plausible depth map from a single image in an unstructured environment. The aim is to extrapolate a depth map with a more correct, rich, and distinct depth order, which is both quantitatively accurate as well as visually pleasing. Our technique, which is fundamentally based on a preexisting DepthTransfer algorithm, transfers depth information at the level of superpixels. This occurs within a framework that replaces a pixel basis with one of instance-based learning. A vital superpixels feature enhancing matching precision is posterior incorporation of predictive semantic labels into the depth extraction procedure. Finally, a modified Cross Bilateral Filter is leveraged to augment the final depth field. For training and evaluation, experiments were conducted using the Make3D Range Image Dataset and vividly demonstrate that this depth estimation method outperforms state-of-the-art methods for the correlation coefficient metric, mean log10 error and root mean squared error, and achieves comparable performance for the average relative error metric in both efficacy and computational efficiency. This approach can be utilized to automatically convert 2D images into stereo for 3D visualization, producing anaglyph images that are visually superior in realism and simultaneously more immersive.

Depth Map Generation Using Infocused and Defocused Images (초점 영상 및 비초점 영상으로부터 깊이맵을 생성하는 방법)

  • Mahmoudpour, Saeed;Kim, Manbae
    • Journal of Broadcast Engineering
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    • v.19 no.3
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    • pp.362-371
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    • 2014
  • Blur variation caused by camera de-focusing provides a proper cue for depth estimation. Depth from Defocus (DFD) technique calculates the blur amount present in an image considering that blur amount is directly related to scene depth. Conventional DFD methods use two defocused images that might yield the low quality of an estimated depth map as well as a reconstructed infocused image. To solve this, a new DFD methodology based on infocused and defocused images is proposed in this paper. In the proposed method, the outcome of Subbaro's DFD is combined with a novel edge blur estimation method so that improved blur estimation can be achieved. In addition, a saliency map mitigates the ill-posed problem of blur estimation in the region with low intensity variation. For validating the feasibility of the proposed method, twenty image sets of infocused and defocused images with 2K FHD resolution were acquired from a camera with a focus control in the experiments. 3D stereoscopic image generated by an estimated depth map and an input infocused image could deliver the satisfactory 3D perception in terms of spatial depth perception of scene objects.

Design of Interleaver using the MAP Algorithm Scheme in the Multi-User CDMA Communication System (다중 사용자 CDMA 통신 시스템에서 MAP 알고리즘 기법을 사용한 인터리버 설계)

  • Kim, Dong-Ok;Oh, Chung-Gyun
    • 한국정보통신설비학회:학술대회논문집
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    • 2005.08a
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    • pp.417-421
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    • 2005
  • In the recent digital communication systems, the performance of Turbo Code using the error correction coding depends on the interleaver influencing the free distance determination and the recursive decoding algorithms that is executed in the turbo decoder. However, performance depends on the interleaver depth that needs many delays over the reception process. Moreover, turbo code has been known as the robust coding methods with the confidence over the fading channel. International Telecommunication Union(ITU) has recently adopted it as the standardization of the channel coding over the third generation mobile communications(IMT-2000). Therefore, in this paper, we proposed the interleaver that has the better performance than existing block interleaver, and modified turbo decoder that has the parallel concatenated structure using MAP algorithm. In the real-time voice and video service over third generation mobile communications, the performance of the proposed two methods was analyzed and compared with the existing methods by computer simulation in terms of reduced decoding delay using the variable decoding method over AWGN and fading channels for CDMA environments.

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