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  • 學位論文

老舊電影的雜訊毀損偵測

Defect Detection on Aged Films

指導教授 : 施國琛

摘要


在老舊影片之中,存在著不同類型的雜訊,例如汙點雜訊、直線雜訊等,而且在不同的雜訊上會擁有各別的特徵,因此針對各種存在於老舊影片中之雜訊,要以單一種方法達來到精確的雜訊偵測是很困難的。 在本論文將對於在老舊影片上最常見到的雜訊類型,汙點雜訊以及直線雜訊提出個別的偵測方法。在汙點雜訊偵測上利用到動量偵測以及形態影像學的方法來把汙點雜訊標示出來。在直線雜訊偵測上利用在每一條直線之間的亮度的差異,配合標凖差以及權重方式從亮度差異中挑選出有最有可能為雜訊之線段。

並列摘要


Aged motion pictures may contain different types of defects, such as spikes and scratch lines. Each type of defect has its different properties. It is relatively hard to precisely detect these defects on aged films by using only a single solution. This paper proposes two techniques to detect spikes and scratch lines on aged films. In detecting spikes, we use the motion estimation and morphological image processing. In detecting scratch lines, we propose to compute the mean of intensity on each column, and then use the standard deviation and compute the number of the weight to obtain the result of detecting.

參考文獻


[4] Machi A., Collura F., “Accurate spatio-temporal restoration of compact single frame defects in aged motion pictures, Image Analysis and Processing 2003, 12th International Conference Proceedings, 17-19 Sept. 2003, pp.454- 459
[5] Timothy K. Shih, Rong-Chi Chang, Yu-Ping Chen, “Motion picture inpainting on aged films”, ACM Multimedia 2005, pp. 319-322
[6] M. Kemal Guillui, Oguzhan Urhan, Sarp Erttirk, “Scratch Detection via Temporal Coherency Analysis and Removal using Edge Priority Based Interpolation”, 2006 IEEE International Symposium Circuits and Systems 2006(ISCAS 2006), 21-24 May 2006, 4 p
[7] Alexis M. Tourapis, Oscar C. Au, Ming L. Liou, “Fast Motion Estimation using Circular Zonal Search”, Visual communications and image processing '99, vol. 3653, pp.1496-1504
[8] Shih T.K., Lin L.H., Wonjun Lee,“Detection and Removal of Long Scratch Lines in Aged Films”, Multimedia and Expo, 2006 IEEE International Conference, July 2006, pp.477-480

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