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研究生: 游子育
Tzu-Yu Yu
論文名稱: 馬賽克視訊植基於時間域與空間域之可逆式資料藏匿
Temporal-Spatial Based Universal Reversible Data Hiding for Arbitrary Color Filter Array Videos
指導教授: 鍾國亮
Kuo-Liang Chung
口試委員: 貝蘇章
Soo-Chang Pei
黃詠淮
Yong-Huai Huang
陳家堂
Chia-Tang Chen
林建雄
Chien-Hsiung Lin
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: 2015
畢業學年度: 103
語文別: 中文
論文頁數: 36
中文關鍵詞: 色差差質擴張法植入容量預測誤差藏匿影像品質可逆式資料藏匿時間域與空間域通用式馬賽克視訊
外文關鍵詞: Color difference, Difference expansion, Embedding capacity, Prediction error, Quality of marked images, Reversible data hiding, Temporal- spatial correlation, Universal mosaic videos
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  • 馬賽克視訊中,每一個通過彩色濾波陣列的像素點僅由一個顏色所組成。本篇論文提出一套新的通用式可逆式資料藏匿法。所提方法中,利用空間域以及時間域的關係,取得較好的預測,已得到較佳的色差預測誤差。為確保藏入資料取出時的正確性,我們利用下一張影像,來進行區塊匹配以找到最佳匹配區塊。新提出的區塊搜尋匹配,是為了找出目前影像的最佳匹配區塊。假若區塊匹配誤差小於門檻值,則預測誤差由時間軸來決定;否則,預測誤差由空間域來決定。最後,在所提的方法中,使用差值擴張法來嵌入資料以得到更好的藏量與品質效能。在本實驗中,我們實作八組代表性的測試視訊樣本,實驗結果顯示在相同的容量下,我們所提的通用式可逆式資料藏匿方法和之前的方法相比較,會有3dB的影像品質改良。


    Considering a mosaic video in which each pixel in the captured mosaic image with an arbitrary color filter array (CFA) structure is composed of only one color, in this paper, we propose a novel universal reversible data hiding algorithm. In the pro-
    posed algorithm, the temporal-spatial correlation is exploited to achieve better pre-
    diction with smaller prediction errors in the color difference domain for reversible data hiding. The input mosaic image is divided into a set of blocks, in which each block is classified into non-smooth blocks and smooth blocks. In order to make sure the correctness of extraction, instead of using the backward image frame in the block matching process, the newly proposed block matching process is applied to find the best matched block in the forward image frame. If the matching error is less than the threshold, the temporal domain based data hiding scheme is used; otherwise, the spatial domain based data hiding scheme is adopted. Finally, the difference expansion is conducted by the proposed method to embed hidden data. Based on several 8 typical test videos, experimental results demonstrate that under the same embedding capacity, the proposed universal reversible data hiding algorithm for mosaic videos with arbitrary CFA structures delivers better quality of marked videos than the state-of-the-art algorithms.

    目錄 中文摘要............................................................I Abstract...........................................................II 誌謝..............................................................III 目錄...............................................................IV 圖目錄..............................................................V 表目錄.............................................................VI 第一章 緒論.........................................................1 第二章 相關結果介紹:Yang et al.的方法...............................3 第三章 所提通用式馬賽克視訊之可逆式資料隱藏方法.....................5 3.1空間域的馬賽克區塊匹配誤差預測方法..................... ...5 3.2 時間域的馬賽克區塊匹配誤差預測方法........................8 3.3 所提藏匿方法.............................................10 3.4 取出藏匿資料與回復原始圖片...............................11 3-5 門檻值決定...............................................13 第四章 實驗結果........................................14 第五章 結論與未來工作..........................................27 5.1 結論.....................................................27 5.1 未來工作.................................................27 參考文獻...........................................................28

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