• Title/Summary/Keyword: Multi-view generation

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Multiple Color and ToF Camera System for 3D Contents Generation

  • Ho, Yo-Sung
    • IEIE Transactions on Smart Processing and Computing
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    • v.6 no.3
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    • pp.175-182
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    • 2017
  • In this paper, we present a multi-depth generation method using a time-of-flight (ToF) fusion camera system. Multi-view color cameras in the parallel type and ToF depth sensors are used for 3D scene capturing. Although each ToF depth sensor can measure the depth information of the scene in real-time, it has several problems to overcome. Therefore, after we capture low-resolution depth images by ToF depth sensors, we perform a post-processing to solve the problems. Then, the depth information of the depth sensor is warped to color image positions and used as initial disparity values. In addition, the warped depth data is used to generate a depth-discontinuity map for efficient stereo matching. By applying the stereo matching using belief propagation with the depth-discontinuity map and the initial disparity information, we have obtained more accurate and stable multi-view disparity maps in reduced time.

User-created multi-view video generation with portable camera in mobile environment (모바일 환경의 이동형 카메라를 이용한 사용자 저작 다시점 동영상의 제안)

  • Sung, Bo Kyung;Park, Jun Hyoung;Yeo, Ji Hye;Ko, Il Ju
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.1
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    • pp.157-170
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    • 2012
  • Recently, user-created video shows high increasing in production and consumption. Among these, videos records an identical subject in limited space with multi-view are coming out. Occurring main reason of this kind of video is popularization of portable camera and mobile web environment. Multi-view has studied in visually representation technique fields for point of view. Definition of multi-view has been expanded and applied to various contents authoring lately. To make user-created videos into multi-view contents can be a kind of suggestion as a user experience for new form of video consumption. In this paper, we show the possibility to make user-created videos into multi-view video content through analyzing multi-view video contents even there exist attribute differentiations. To understanding definition and attribution of multi-view classified and analyzed existing multi-view contents. To solve time axis arranging problem occurred in multi-view processing proposed audio matching method. Audio matching method organize feature extracting and comparing. To extract features is proposed MFCC that is most universally used. Comparing is proposed n by n. We proposed multi-view video contents that can consume arranged user-created video by user selection.

A Study on the 3D Video Generation Technique using Multi-view and Depth Camera (다시점 카메라 및 depth 카메라를 이용한 3 차원 비디오 생성 기술 연구)

  • Um, Gi-Mun;Chang, Eun-Young;Hur, Nam-Ho;Lee, Soo-In
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.549-552
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    • 2005
  • This paper presents a 3D video content generation technique and system that uses the multi-view images and the depth map. The proposed uses 3-view video and depth inputs from the 3-view video camera and depth camera for the 3D video content production. Each camera is calibrated using Tsai's calibration method, and its parameters are used to rectify multi-view images for the multi-view stereo matching. The depth and disparity maps for the center-view are obtained from both the depth camera and the multi-view stereo matching technique. These two maps are fused to obtain more reliable depth map. Obtained depth map is not only used to insert a virtual object to the scene based on the depth key, but is also used to synthesize virtual viewpoint images. Some preliminary test results are given to show the functionality of the proposed technique.

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Structural similarity based efficient keyframes extraction from multi-view videos (구조적인 유사성에 기반한 다중 뷰 비디오의 효율적인 키프레임 추출)

  • Hussain, Tanveer;Khan, Salman;Muhammad, Khan;Lee, Mi Young;Baik, Sung Wook
    • The Journal of Korean Institute of Next Generation Computing
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    • v.14 no.6
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    • pp.7-14
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    • 2018
  • Salient information extraction from multi-view videos is a very challenging area because of inter-view, intra-view correlations, and computational complexity. There are several techniques developed for keyframes extraction from multi-view videos with very high computational complexities. In this paper, we present a keyframes extraction approach from multi-view videos using entropy and complexity information present inside frame. In first step, we extract representative shots of the whole video from each view based on structural similarity index measurement (SSIM) difference value between frames. In second step, entropy and complexity scores for all frames of shots in different views are computed. Finally, the frames with highest entropy and complexity scores are considered as keyframes. The proposed system is subjectively evaluated on available office benchmark dataset and the results are convenient in terms of accuracy and time complexity.

Generation and Coding of Layered Depth Images for Multi-view Video Representation with Depth Information (깊이정보를 포함한 다시점 비디오로부터 계층적 깊이영상 생성 및 부호화 기법)

  • Yoon, Seung-Uk;Lee, Eun-Kyung;Kim, Sung-Yeol;Ho, Yo-Sung;Yun, Kug-Jin;Kim, Dae-Hee;Hur, Nam-Ho;Lee, Soo-In
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.375-378
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    • 2005
  • The multi-view video is a collection of multiple videos capturing the same scene at different viewpoints. The multi-view video can be used in various applications, including free viewpoint TV and three-dimensional TV. Since the data size of the multi-view video linearly increases as the number of cameras, it is necessary to compress multi-view video data for efficient storage and transmission. The multi-view video can be coded using the concept of the layered depth image (LDI). In this paper, we describe a procedure to generate LDI from the natural multi-view video and present a method to encode multi-view video using the concept of LDI.

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Confidence Map based Multi-view Image Generation Method from Stereoscopic Images (양안식 영상을 이용한 신뢰도 기반의 다시점 영상 생성 방법)

  • Kim, Do Young;Ho, Yo-Sung
    • Smart Media Journal
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    • v.2 no.4
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    • pp.27-33
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    • 2013
  • Multi-view video system provides both realistic 3D feelings and free-view navigation. But it is hard to transmit too huge data, so we send only two or three view images and generate intermediate view image using depth information. In this paper, we propose high quality multi-view image generation method from stereoscopic images. Since the stereo matching method does not provide accurate disparity values for all the pixels, especially at the occlusion area, we propose an occlusion handling method using the background pixels at first. We also apply a joint bilateral filtering to enhance the disparity map at the object boundary since it can affect the quality of synthesized images significantly. Finally, we can generate virtual view images at intermediate view positions using confidence map to reduce bad pixel and hole's error. Experimental results show the proposed method performs better than the conventional method.

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An XML Query Processing Model based on XML View Tree (XML 뷰 트리 기반의 XML 질의 처리 모델)

  • Jung, Chai-Young;Kim, Hyun-Ju
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.5 s.43
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    • pp.19-27
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    • 2006
  • This paper presents a query processing model in a wrapper based on the XML view tree. The query processing in a wrapper requires view composition, query translation into local sources, and generation of XML documents from local query results. We present a query processing model based on the view tree, where the XML views and the XML query is represented by the view tree. Since the view tree keeps the structure of a virtual XML document, it is easy to navigate the path expression. The view tree is also used as a template for schema generation and XML document generation as a query result. Moreover this conceptual uniform abstraction for the XML view and the user query makes it easy to support a multi-level XML view and to implement our composition mechanism.

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LabVIEW-based User Interface Design for Multi-Integrated Navigation Systems (다중 통합항법 시스템을 위한 랩뷰 기반의 사용자 인터페이스 설계)

  • Jae Hoon Son;Junwoo Jung;Sang Heon Oh;JunMin Park;Dong-Hwan Hwang
    • Journal of Positioning, Navigation, and Timing
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    • v.13 no.1
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    • pp.75-83
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    • 2024
  • In order to reduce the time and cost of developing a navigation system, a performance evaluation platform can be used. A User Interface (UI) is required to effectively evaluate the performance, which sets parameters and gives navigation sensor signals and data display, and also displays navigation results. In this paper, a LabVIEW-based UI design method for multi-integrated navigation systems is proposed and implementation results are presented. The UI consists of a signal and data generation part and a signal and data processing part. The signal and data generation part sets parameters for the signal and data generation and displays the navigation sensor signal and data generation results. The signal and data processing part sets parameters for the signal and data processing and displays the navigation results. The signal and data generation part and signal and data processing part are designed to satisfy the requirements of the UI for a performance evaluation of the navigation system. In order to show the usefulness of the proposed UI design method, parameters of the signal and data generation and the signal and data processing are set through the LabVIEW-based UI, and the Global Positioning System (GPS) signal and inertial measurement unit data generation results and the navigation results of a GPS Software Defined Receiver (SDR) and inertial navigation system are confirmed. The implementation results show that the proposed UI design method helps users conduct an effective performance evaluation of navigation systems.

Multi-view Image Generation by Depth Map Preprocessing (깊이영상의 전처리를 이용한 다시점 영상 생성 방법)

  • Lee, Sang-Beom;Kim, Sung-Yeol;Ho, Yo-Sung
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.697-698
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    • 2006
  • In this paper, we propose a new scheme to generate multi-view images using a depth-image-based rendering (DIBR) technique. In order to improve the quality of multi-view images at newly exposed areas during mesh-based rendering, we preprocess the depth map using a Gaussian smoothing filter. Previous algorithms apply a smoothing filter to the whole depth map even if the depth map is collapsed. After extracting objects from the depth map, we apply the smoothing filter to their boundaries. Finally, we cannot only maintain the depth quality, but also generate high quality multi-view images. Experimental results show that our proposed algorithm outperforms previous works and supports an efficient depth keying technique.

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Development of a Multi-view Image Generation Simulation Program Using Kinect (키넥트를 이용한 다시점 영상 생성 시뮬레이션 프로그램 개발)

  • Lee, Deok Jae;Kim, Minyoung;Cho, Yongjoo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.818-819
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    • 2014
  • Recently there are many works conducted on utilizing the DIBR (Depth-Image-Based Rendering) based intermediate images for the three-dimensional displays that do not require the use of stereoscopic glasses. However the prior works have used expensive depth cameras to obtain high-resolution depth images since DIBR-based intermediate image generation method requires the accuracy for depth information. In this study, we have developed the simulation to generate multi-view intermediate images based on the depth and color images using Microsoft Kinect. This simulation aims to support the acquisition of multi-view intermediate images utilizing the low-resolution depth and color image from Kinect, and provides the integrated service for the quality evaluation of the intermediate images. This paper describes the architecture and the system implementation of this simulation program.

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