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研究生: 劉文昌
Wen-chang Liu
論文名稱: 植基於樣本畫面高頻移動補償技術的高品質超解析度方法應用於對稱式混合解析度立體視訊編碼之研究
Quality-Efficient Super-Resolution for Symmetric Mixed Resolution Stereoscopic Video Coding Using High-Frequency Motion Compensation of Example-Frames
指導教授: 鍾國亮
Kuo-liang Chung
口試委員: 貝蘇章
Soo-chang Pei
蔡文祥
Wen-hsiang Tsai
李祖添
Tsu-tian Lee
徐繼聖
Gee-sern Hsu
學位類別: 碩士
Master
系所名稱: 電資學院 - 資訊工程系
Department of Computer Science and Information Engineering
論文出版年: 2014
畢業學年度: 102
語文別: 英文
論文頁數: 24
中文關鍵詞: 峰值信號雜訊比多樣本位元率降低非對稱式解析度立體視訊壓縮超解析度對稱式混合解析度立體視訊編碼3D 電視
外文關鍵詞: super-resolution, peak signal-to-noise ratio (PSNR), bitrate reduction, multiple-example, asymmetric resolution stereoscopic video coding, symmetric mixed resolution stereoscopic video co, 3D TV
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  • 本篇論文中,我們首先提出了一個節省位元率的對稱式混合解析度立體視訊編碼模型,它可以減緩在非對稱解析度立體視訊編碼模型上,長期觀看可能會引起視覺不舒適的問題。接著我們在對稱式混合解析度立體視訊編碼模型上提出一個植基於多樣本式的高品質超解析度方法,在所提方法中使用了四個集合的區塊當作多樣本區塊,分別由前一張關鍵畫面、後一張關鍵畫面、前一張超解析度畫面以及視角間超解析度畫面所組成,其相關的高頻資訊可以被混合來補償當前畫面所缺的高頻資訊,以達到更好的超解析度畫面品質。實驗結果說明我們所提的超解析度方法在對稱式混合解析度立體視訊編碼模型上與三種先進的超解析度方法在非對稱解析度立體視訊編碼模型以及三種先進的超解析度方法在對稱式混合解析度立體視訊編碼模型上相比,在品質及位元率上皆有較佳的效果。


    In this thesis, we first propose a new bitrate-saving symmetric mixed resolution stereoscopic video coding (SMRSVC) model which can alleviate the visual uncomfortable problem appearing in the asymmetric resolution stereoscopic video coding model (ARSVC). Secondly, we propose a modified quality-efficient multiple-example based super-resolution method for the SMRSVC and the proposed method utilizes multiple examples in the forward and backward key-frames, the reference super-resolved frame, and the interview super-resolved frame to super-resolve the current block in the non-key-frame. The corresponding multiple high-frequency information provided by the four examples are fused to compensate the super-resolved result in order to achieve better quality. Based on six test stereoscopic video sequences, experimental results demonstrate the quality-efficient and bitrate-saving merits of the proposed super-resolution method for the proposed SMRSVC when compared with the three state-of-the-art super-resolution methods based on the ARSVC model and the three state-of-the-art super-resolution methods based on the SMRSVC model.

    教授推薦書. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . I 論文口試委員審定書. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . II 中文摘要. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . III Abstract . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . IV 誌謝. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . V Table of Contents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . VI List of Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . VII List of Figures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . VIII 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 2 Proposed Bitrate-saving Symmetric Mixed Resolution Stereoscopic Video Coding (SMRSVC) Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 3 Proposed Quality-efficient Multiple-example Based Super-resolution Method for the SMRSVC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 4 Experimental Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 5 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22

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