CLASS OF 3-DIMENSIONAL RECURSIVE PARALLELEPIPED MASKS

被引：5

作者：

KADAR, I

KURZ, L

机构：

[1] Grumman Aerospace Corporation, Bethpage

[2] Polytechnic Institute of New York, Department of Electrical Engineering and Electrophysics

来源：

COMPUTER GRAPHICS AND IMAGE PROCESSING | 1979年 / 11卷 / 03期

关键词：

D O I：

10.1016/0146-664X(79)90092-3

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

The theory of the linear hypothesis model, ANOVA, experimental designs, and robustized stochastic approximation minimum variance least squares (SAMVLS) are united and applied in a pattern recognition framework to edge element detection and enhancement of large arrays of three-dimensional pictorial data. New three-dimensional recursive parallelepiped masks (TDRPM) suitable for real-time parallel processing and detection of stationary and moving edge elements are developed from multiple pictures taken of a scene in unspecified noise. The TDPRM is implemented by SAMVLS as a 2 × 2 × k and by ANOVA as a 2 × 2 × 5 mask. The concept of relative sensitivity efficiency (RSE) is introduced to allow comparisons with larger two-dimensional masks. Computer simulations verify the theory and demonstrate the successful performance of TDPRM either as a stationary or a moving-edge detector. © 1979.

引用

页码：262 / 280

页数：19

共 17 条

[1]

Kendall, Stuart, The Advanced Theory of Statistics, 3, (1968)

[2]

Scheffe, The Analysis of Variance, (1959)

[3]

Cochran, Cox, Experimental Designs, (1957)

[4]

Strasler, Johnson, Mosaic sensor signal processor, Proceedings IEEE 1976 National Aerospace and Electronic Systems Conf., pp. 125-132, (1976)

[5]

Stark, An optical-digital computer for parallel processing of images, IEEE Trans. Computers, 100-124, 4, (1975)

[6]

Aron, Kurz, A statistical approach to edge detection and enhancement, 1973 International Symposium on Information Theory, (1973)

[7]

Rosenfeld, Kak, Digital Image Processing, (1976)

[8]

Mohwinkel, Kurz, Computer picture processing and enhancement by localized operations, Computer Graphics Image Processing, 5, pp. 401-424, (1976)

[9]

Kempthorne, The Design and Analysis of Experiments, (1952)

[10]

Robbins, Monro, A stochastic approximation method, The Annals of Mathematical Statistics, 22, pp. 400-407, (1951)

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