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    請使用永久網址來引用或連結此文件: https://ir.lib.ncu.edu.tw/handle/987654321/106954


    題名: Design and implementation of efficient video stabilization engine using maximum a posteriori estimation and motion energy smoothing approach
    作者: 蔡宗漢;Tsai, Tsung-Han;Fang, Chih-Lun;Chuang, Hui-Min
    貢獻者: 資訊電機學院電機工程學系
    關鍵詞: Applied sciences;Computer architecture;Detection, estimation, filtering, equalization, prediction;Estimation;Exact sciences and technology;Global motion estimation;Hardware;hardware architecture;Histograms;Image processing;Information, signal and communications theory;motion energy computation;Motion estimation;Pattern recognition;Signal and communications theory;Signal processing;Signal, noise;Smoothing methods;Streaming media;Systems, networks and services of telecommunications;Telecommunications;Telecommunications and information theory;Transmission and modulation (techniques and equipments);video stabilization
    日期: 2012-06-13
    上傳時間: 2026-04-23 13:50:26 (UTC+8)
    出版者: Institute of Electrical and Electronics Engineers Inc.;New York, NY: IEEE
    摘要: 摘要: To smooth the video content caused by handheld devices, this paper designs a hardware-oriented engine for efficient video stabilization. This engine is realized based on the motion energy computation. Maximum a posteriori estimation derives the global motion. Significantly, the motion energy smoothing accomplishes video stabilization. The global motion is smoothed by calculating the continuous and curve energy of successive frames. In addition, to achieve real-time video stabilization, efficient hardware architecture is proposed. The novel data reuse scheme is designed for enhancing the speed of corner point detection. The estimation skip technique is manipulated for lowering the computation of local motion estimation. Double buffering and pipeline running is designed for efficiently deriving the global motion. With these approaches, the corresponding hardware architecture has the characteristics of high efficiency and high throughput. The experimental results show that the proposed video stabilization engine can produce well-smooth videos and have high precision. The proposed hardware architecture enhances the performance of video stabilization with real-time and large resolution-processing ability. The objective comparison also demonstrates our good performance on video stabilization.
    其他題名: TCSVT
    出版者: New York, NY: IEEE
    出版日期: 2012-06-01
    出處: IEEE transactions on circuits and systems for video technology, 2012-06, Vol.22 (6), p.817-830
    資源來源: IEEE Electronic Library (IEL) (F)
    版權: 2015 INIST-CNRS
    識別號: ISSN: 1051-8215
    識別號: EISSN: 1558-2205
    識別號: DOI: 10.1109/TCSVT.2011.2177179
    識別號: CODEN: ITCTEM
    顯示於類別:[電機工程學系] 期刊論文

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