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研究生: 林鈞義
Lin, Chun-Yi
論文名稱: 偽多重曝光並增強高亮度區域之高動態範圍影片處理
High Dynamic Range Video Processing Using Pseudo-Multiple-Exposures with Local Specular Region Enhancement
指導教授: 邱瀞德
Chiu, Ching-Te
口試委員: 賴尚宏
Lai, Shang-Hong
李國君
Lee, Gwo-Giun
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 通訊工程研究所
Communications Engineering
論文出版年: 2015
畢業學年度: 103
語文別: 英文
論文頁數: 61
中文關鍵詞: 高動態範圍逆色調映射影片處理光亮區域增強
外文關鍵詞: High Dynamic Range (HDR), Inverse Tone Mapping, Video Processing, Specular Region Enhancement
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  • 當高動態範圍顯示器成為未來的趨勢,高動態範圍影片的需求將增加,但現
    有的影片大多為傳統的低動態範圍影片。為了迎合此趨勢,我們提出一個偽多重
    曝光的區域增強演算法來利用低動態範圍影片產生高動態範圍影片,利用產生偽
    多重曝光的影像並結合不同區域清晰的細節,我們可以得到一高品質的高動態範
    圍影片。我們也提出了一個亮光圖並與最暗偽曝光的影像作內插來進一步增強高
    亮度的區域。
    跟不同方法的比較並作定性分析的結果顯示我們的方法在高動態範圍亮度
    有較平穩的表現並能避免影片閃爍的問題,並且我們提出的方法可以在很短的時
    間內產生視覺上高品質的高動態範圍影片,根據與參考圖比較得出的對比變化值,
    我們的值為最小的。我們產生的亮光圖的速度為Rempel 等人的方法的78 倍快,
    並且是Banterle 等人的方法的286 倍速快。


    As the high dynamic range displays becoming the future trend, the need for HDR
    videos increases. However, most videos nowadays are the legacy low dynamic range
    (LDR) videos. In order to meet this trend, we proposed a region-based enhancement
    of the pseudo-exposures to generate a HDR video out of an existing LDR video. By
    the generation of pseudo-multiple-exposure images and the fusion of different regions
    with clear details, we can get a high-quality HDR video sequence. We also proposed a
    specular map to further enhance the high-luminance areas by interpolate with the
    darkest pseudo-exposure image.
    We compare our method with other inverse tone mapping operators, and several
    evaluations show that our method has a more stable performance in HDR luminance
    and avoids flickering artifacts. Also, our proposed method is able to generate visually
    high quality HDR videos with a small amount of time, which could be shown in the
    smallest value of overall contrast change comparing to the reference images. The
    generation of our specular map is 78x faster than Rempel et al.’s expand map and
    286x faster than Banterle et al.’s map.

    1 Introduction 1 2 Related Works 4 3 High Dynamic Range Video Processing Using Pseudo-Multiple- Exposures 6 3.1 Generation of Pseudo-Multiples-Exposure HDR Images . . . . . . . 7 3.2 Brightness Regions Segmentation . . . . . . . . . . . . . . . . . . . 8 3.3 Weighting Adjustment in Pseudo-Exposures . . . . . . . . . . . . . 13 3.4 Tone Fusion of Emulated Images with Multiple Exposures . . . . . 15 4 Detail Enhancements in Specular Regions 17 4.1 Weighting Adjustment for Enhancing Specular Regions . . . . . . . 19 4.2 The Specular Map . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 5 Experimental Results and Analysis 35 5.1 Video Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35 5.2 Result with the Specular Map . . . . . . . . . . . . . . . . . . . . . 47 6 Conclusions and Future Work 55 6.1 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55 i 6.2 Future Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 56

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