• Title/Summary/Keyword: 2D depth map

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Hole-Filling Method for Depth-Image-Based Rendering for which Modified-Patch Matching is Used (개선된 패치 매칭을 이용한 깊이 영상 기반 렌더링의 홀 채움 방법)

  • Cho, Jea-Hyung;Song, Wonseok;Choi, Hyuk
    • Journal of KIISE
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    • v.44 no.2
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    • pp.186-194
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    • 2017
  • Depth-image-based rendering is a technique that can be applied in a variety of 3D-display systems. It generates the images that have been captured from virtual viewpoints by using a depth map. However, disoccluded hole-filling problems remain a challenging issue, as a newly exposed area appears in the virtual view. Image inpainting is a popular approach for the filling of the hole region. This paper presents a robust hole-filling method that reduces the error and generates a high quality-virtual view. First, the adaptive-patch size is decided using the color and depth information. Also, a partial filling method for which the patch similarity is used is proposed. These efforts reduce the error occurrence and the propagation. The experiment results show that the proposed method synthesizes the virtual view with a higher visual comfort compared with the existing methods.

Estimation of Disparity for Depth Extraction in Monochrome CMOS Image Sensors with Offset Pixel Apertures (깊이 정보 추출을 위한 오프셋 화소 조리개가 적용된 단색 CMOS 이미지 센서의 디스패리티 추정)

  • Lee, Jimin;Kim, Sang-Hwan;Kwen, Hyeunwoo;Chang, Seunghyuk;Park, JongHo;Lee, Sang-Jin;Shin, Jang-Kyoo
    • Journal of Sensor Science and Technology
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    • v.29 no.2
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    • pp.123-127
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    • 2020
  • In this paper, the estimation of the disparity for depth extraction in monochrome complementary metal-oxide-semiconductor (CMOS) image sensors with offset pixel apertures is presented. To obtain the depth information, the disparity information between two different channel data of the offset pixel apertures is required. The disparity is caused by the difference in the response angle between the left- and right-offset pixel aperture images. A depth map is implemented by the generated disparity. Therefore, the disparity is the most important factor for realizing 3D images from the designed CMOS image sensor with offset pixel apertures. The disparity is influenced by the pixel height and offset value of the offset pixel aperture. To confirm this correlation, the offset value is set to maximum within the pixel area, and the disparity values corresponding to the difference in the heights are calculated and compared. The disparity is derived using the camera-lens formula. Two monochrome CMOS image sensors with offset pixel apertures are used in the disparity estimation.

Depth Map Using New Single Lens Stereo (단안렌즈 스테레오를 이용한 깊이 지도)

  • Changwun Ku;Junghee Jeon;Kim, Choongwon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.5
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    • pp.1157-1163
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    • 2000
  • In this paper, we present a novel and practical stereo vision system that uses only one camera and four mirrors placed in front of the camera. The equivalent of a stereo pair of images are formed as left and right halves of a single CCD image by using four mirrors placed in front of the ten of a CCD camera. An object arbitrary point in 3D space is transformed into two virtual points by the four mirrors. As in the conventional stereo system, the displacement between the two conjugate image points of the two virtual points is directly related to the depth of the object point. This system has the following advantages over traditional two camera stereo that identical system parameters, easy calibration and easy acquisition of stereo data.

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An Efficient Navigation of Volume Dataset Using z-Buffer (z-버퍼를 이용한 효율적인 볼륨 데이터 항행기법)

  • Kim, Hwa-Jin;Shin, Byeong-Seok
    • Journal of the Korea Computer Graphics Society
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    • v.8 no.1
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    • pp.29-35
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    • 2002
  • In virtual endoscopy, it is important to produce high quality perspective images in real-time. However, it is more significant to devise a navigation method that can make a virtual camera move through in human cavities such as colon and bronchus without collision and let the user control the camera intuitively. We propose an efficient navigation method, which generates 2D depth map during rendering the current frame, then determines position and direction of camera using the depth information. It offers collision-free navigation and allows us to control the camera as we want. Also it does not require preprocessing step and additional data structures.

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Segmentation of Target Objects Based on Feature Clustering in Stereoscopic Images (입체영상에서 특징의 군집화를 통한 대상객체 분할)

  • Jang, Seok-Woo;Choi, Hyun-Jun;Huh, Moon-Haeng
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.10
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    • pp.4807-4813
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    • 2012
  • Since the existing methods of segmenting target objects from various images mainly use 2-dimensional features, they have several constraints due to the shortage of 3-dimensional information. In this paper, we therefore propose a new method of accurately segmenting target objects from three dimensional stereoscopic images using 2D and 3D feature clustering. The suggested method first estimates depth features from stereo images by using a stereo matching technique, which represent the distance between a camera and an object from left and right images. It then eliminates background areas and detects foreground areas, namely, target objects by effectively clustering depth and color features. To verify the performance of the proposed method, we have applied our approach to various stereoscopic images and found that it can accurately detect target objects compared to other existing 2-dimensional methods.

2D Flood Simulation for Estimating the Economic Loss in the Building Areas

  • Kang, Sang-Hyeok
    • Spatial Information Research
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    • v.15 no.4
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    • pp.397-406
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    • 2007
  • 2D hydraulic models of urban areas are at the forefront of current research of flood inundation mechanisms, but they are constrained by inadequate parameters of topography and insufficient data. In this paper a numerical model based on DEMs is presented to represent overflow waters due to bank break in urban areas. The surface flow in the building areas is assumed to be properly modeled by solving Saint-Venant equation. In order to represent flooding broken out in Samcheok city, 2002, hydraulic model test using tracer has been carried out and validated. These efforts will serve for making flood hazard map and for estimating economic loss due to inundation of personal properties in urban areas.

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Real-time 3D Volumetric Model Generation using Multiview RGB-D Camera (다시점 RGB-D 카메라를 이용한 실시간 3차원 체적 모델의 생성)

  • Kim, Kyung-Jin;Park, Byung-Seo;Kim, Dong-Wook;Kwon, Soon-Chul;Seo, Young-Ho
    • Journal of Broadcast Engineering
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    • v.25 no.3
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    • pp.439-448
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    • 2020
  • In this paper, we propose a modified optimization algorithm for point cloud matching of multi-view RGB-D cameras. In general, in the computer vision field, it is very important to accurately estimate the position of the camera. The 3D model generation methods proposed in the previous research require a large number of cameras or expensive 3D cameras. Also, the methods of obtaining the external parameters of the camera through the 2D image have a large error. In this paper, we propose a matching technique for generating a 3D point cloud and mesh model that can provide omnidirectional free viewpoint using 8 low-cost RGB-D cameras. We propose a method that uses a depth map-based function optimization method with RGB images and obtains coordinate transformation parameters that can generate a high-quality 3D model without obtaining initial parameters.

Block-based rate control method in the bit-plane coding of the depth-map coding (깊이정보 맵의 비트평면 부호화에서 블록 단위 비트율 조절 방법)

  • Kim, Kyung-Yong;Park, Gwang-Hoon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.213-215
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    • 2009
  • 본 논문에서는 비트평면 부호화를 이용한 적응적 깊이정보 맵 부호화에서 블록 단위 비트율 조절 방법을 제안한다. 기존 방법에서는 깊이정보 맵에 대한 비트율 조절을 위해 양자화 변수를 이용하여 분리된 비트평면의 이진 영상들 중 특정 비트평면의 이진 영상만 부호화하는 방법을 통해 비트율을 조절할 수 있었다. 본 논문에서는 비트율-왜곡 최적화 방법을 이용하여 블록 단위로 부호화할 비트평면의 이진영상을 결정하는 방법을 제안한다. 실험 결과 제안하는 방법이 기존 방법보다 BD-PSNR이 0.2 dB 향상되었고 BD-rate가 2.97% 감소되어 제안하는 방법의 우수함을 확인할 수 있었다.

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Analysis of Digital Hologram Rendering Using a Computational Method

  • Choi, Hyun-Jun;Seo, Young-Ho;Jang, Seok-Woo;Kim, Dong-Wook
    • Journal of information and communication convergence engineering
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    • v.10 no.2
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    • pp.205-209
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    • 2012
  • To manufacture a real time digital holographic display system capable of being applied to next-generation television, it is important to rapidly generate a digital hologram. In this paper, we analyze digital hologram rendering based on a computer computation scheme. We analyze previous recursive methods to identify regularity between the depth-map image and the digital hologram.

Utilization Plan Research of High Resolution Images for Efficient River Zone Management (효율적 하천구역관리를 위한 고해상 영상의 활용 방안 연구)

  • Park, Hyeon-Cheol;Kim, Hyoung-Sub;Jo, Yun-Won;Jo, Myung-Hee
    • Korean Journal of Remote Sensing
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    • v.24 no.2
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    • pp.205-211
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    • 2008
  • The river management in Korea had been focused on line based 2D spatial data for the developing river management application system. In this study, the polygon based 3D spatial data such as aerial photos and satellite images were selected and used through comparing their resolution levels for the river environment management. In addition, 1m detailed DEM (Digital Elevation Model) was constructed to implement the real topography information around river so that the damage area scale could be extracted for flood disaster. Also, the social environment thematic maps such as a cadastral map or land cover map could be used to verify the real damage area scale by overlay analysis on aerial photos or satellite images. The construction of these spatial data makes possible to present the real surface information and extract quantitative analysis to support the scientific decision making for establishing the river management policy. For the further study, the lidar surveying data will be considered as the very useful data by offering the real height information of riverbed as the depth of river so that flood simulation can give more reality.