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題名:Hough 轉換及有關的統計分析
書刊名:中國統計學報
作者:黃俊雄
出版日期:1990
卷期:28:1
頁次:頁79-92
主題關鍵詞:分析統計轉換
原始連結:連回原系統網址new window
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Hough轉換在電腦視覺且影像處理上扮演非常重要的角色。它主要是用來偵測一已知物體形狀的位置正方向大小,特別在有雜訊及形狀微變時適用。本文首先對它做一簡單的介紹,提出二統計方法來解決其參數估計問題及量化問題。最後討論一下其他相關統計問題及進一步研究方向。
Hough transform plays a very important role in computer vision as well as image processing. It is used for the detection of a known ob ject and the estimation of the object's orientation and location, when there are noises and distortions in the images. This paper first gives a brief introduction of Hough transform, and then proposes two statistical methods for solving the problem of estimating the shape parameters and also the problem of quantizing the parameter space. Finally a brief discussion of related statistical problems and further research directions.
期刊論文
1.Illingworth, J.、Kittler, J.(1988)。A survey of Hough transform。Computer Vision, Graphics, and Image Processing,44,87-116。  new window
2.Maitre, H.(1986)。Contribution to the prediction of performance of the Hough transform。IEEE Transaction on Pattern Analysis and Machine Intelligence,8,669-675。  new window
3.Thrift, P. R.、Dunn, S. M.(1983)。Approximating point-set images by line segments using a variation of the Hough transform。Computer Vision, Graphics, and Image Processing,21,383-394。  new window
會議論文
1.Huang, J. S.、Chang, Y. F.(1989)。Statistical line detection and its extenstions。1989 Workshop on Computer Vision, Graphics, and Image Processing at R. O. C.,291-302。  new window
2.Iannino, A.、Shapiro, S. D.(1978)。A survey of the Hough transform and its extensions for curve detection。IEEE Conference on Pattern Recognition and Image Processing,32-38。  new window
圖書
1.Ballard, D. H.、Brown, C. M.(1982)。Computer Vision。Prentice-Hall。  new window
2.Springer, M. D.(1979)。The Algebra of Random Variables。  new window
 
 
 
 
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