簡易檢索 / 詳目顯示

研究生: 彭莉凱
Li-Kai Peng
論文名稱: 自動影像心情轉換系統
A System for Automatic Mood-Transferring between Color Images
指導教授: 楊傳凱
Chuan-Kai Yang
口試委員: 陳玲鈴
none
梁容輝
none
學位類別: 碩士
Master
系所名稱: 管理學院 - 資訊管理系
Department of Information Management
論文出版年: 2007
畢業學年度: 95
語文別: 中文
論文頁數: 44
中文關鍵詞: 色彩轉換
外文關鍵詞: color transferring
相關次數: 點閱:145下載:3
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 影像處理的需求隨著數位影像的普及日漸增大,其中影像色彩的改變常見於影像處理的領域中,但手動調整影像色彩的過程繁複且費時,因此Reinhard等人提出自動轉換影像色彩的概念,使用者只需提供一張參考影像,做為色調的參考,系統即可自動地將影像的色彩經轉換後具有參考影像的色彩風格,讓使用者在不需手動的情況下即可調整影像的色彩。
    在色彩心理學上來說不同的色彩可產生不同的心理作用,而不同的影像色彩也可讓觀看者產生不同的心情,因此我們可對影像做心情分類並結合影像色彩轉換,並依此建構一個依心情分類的影像資料庫,讓使用者可依心情來轉換影像的色彩,在輸入影像並選擇想轉換之心情後,自動將轉換後的結果影像輸出。
    為了讓影像轉換的結果能夠在完全符合參考影像的情況下還能保持區域之空間連貫性(spatial coherence),我們引用了區域分割的概念,提出區域調色與長條圖匹配等兩種方式做色彩微調,使得結果能完全與使用者所選擇之心情一致。


    The popularity of digital cameras has brought us an enormous amount of digital images, thus a huge requirement on processing them. In particular, the functionality of changing the“tones”or“moods”of an image is increasingly desired. For example, one may want to convert the greenish trees into yellowish ones within an image to hint a seasonal change.
    Reinhard et al.s' ground-breaking work of“color transfer between images”, in many cases, could provide a successful means to satisfy such a need. However, there are still two issues that remain relatively unexplored. First, the effectiveness of Reinhard et al.s' work depends heavily on the provided reference image, but how to choose an appropriate one is left to users. Second, it is often difficult to evaluate or quantify the effectiveness of a color transfer, especially when the input image and reference image present significant content difference.
    In this paper, we tackle the first issue by providing a more intuitive and user-friendly interface, through which the conversion of a given input image into a desired style could be done with simply a mouse click, while without the requirement of a reference image. To address the second issue, our system also offers a fine-tune mechanism that allows a more accurate color style conversion of the input image by employing a“histogram matching”approach.

    第一章 緒論 1 1.1 前言 1 1.2 研究目的 2 第二章 文獻探討 4 2.1影像心情分類 4 2.2影像色彩轉換 4 2.3自動選取來源影像 8 第三章 色彩心情轉換 10 3.1色彩心情轉換系統流程 10 3.2 色彩心情介紹 12 3.3 影像心情分類 15 3.4 影像色彩轉換 17 3.5 區域分割 19 3.6 區域之色彩調整 21 3.7 篩選影像 22 第四章 長條圖匹配 25 4.1 長條圖匹配流程 25 4.2 長條圖匹配之區域調色 27 第五章 實驗結果 32 5.1 實驗環境 32 5.2 實驗結果 32 第六章 結論與未來展望 41 參考文獻 43

     Chang, Y., Saito, S., Nakajima, M., A framework for transfer colors based on the basic color categories, In Proceedings of the Computer Graphics International ’03, 176-183, 2003.
     Foley, J.D., Dam, A.V., Feiner, S.K., and Hughes, J.F., Computer graphics:principles and practice, Second edition, Addison-Wesley publishing company, 1990.
     Greenfield, G.R., House, D.H., Image recoloring induced by palette color associations, In Proceedings of WSCG ‘03, 189– 196, 2003.
     Hertzmann, A., Jacobs, C.E., Oliver, N., Curless, B., and Salesin, D.H., Image Analogies, Proceedings of SIGGRAPH 2001, 2001.
     Konstantinides, K., and Yao, K., Statistical analysis of effective singular values in matrix rank determination, IEEE Trans. Acoustics, Speech and Signal Processing ASSP-36, 5, 757, 1988.
     Neumann, L., Neumann, A., Color style transfer techniques using hue, lightness and saturation histogram matching, Computational Aesthetics in Graphics, Visualization and Imaging ’05, 2005.
     Reinhard, E., Ashikhmin, M., Gooch, B. and Shirely, P., Color transfer between images, IEEE computer Graphics and applications, 21, 5, 34-41, 2001.
     Ruderman, D.L., Cronin, T.W., and Chiao, C.C., Statistics of cone responses to natural images: implication for visual coding, J. Optional Soc. Of America 15, 2036-2045, 1998.
     Shugrina, M., Betke, M., and Collomosse, J., Empathic Painting: Interactive stylization through observed emotional state, NPAR ’06, 2006.
     Smith, L.I., A tutorial on principal components analysis, 2002.
     Viera, L., Vilela, R., Donascimento, F., Fernandes, J.F., Carceroni, R., and Aruajo, A., Automatically choosing source color images for coloring grayscale images, Computer Graphics and Image Processing ‘03, 151-158, 2003.
     Wang, W.N., Yu, Y.L., Image emotional semantic query based on color semantic description, Proceedings of the Fourth International Conference on Machine Learning and Cybernetics, Guangzhou, 18-21, August 2005.
     Welsh, T., Ashikhmin, M., and Mueller, K., Transferring color to greyscale images, Proceedings of SIGGRAPH 2002, 2002.
     Whelan, B.M., Color harmony 2, Rockport Publishers, 1994.
     Xiao, X., Ma, L., Color transfer in correlated color space, Proceedings of the 2006 ACM international conference on Virtual reality continuum and its applications ‘06, 305 – 309, 2006.

    QR CODE