PATTERN RECOGNITION THEORY AND PRELIMINARY PROCESSING OF IMAGES BASED ON STOCHASTIC GEOMETRY

N. G. Fedotov; L. A. Shulga; A. V. Moiseev

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PATTERN RECOGNITION THEORY AND PRELIMINARY PROCESSING OF IMAGES BASED ON STOCHASTIC GEOMETRY

机译：基于随机几何的图像模式识别理论与图像初步处理

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New geometrical dual trace transformation connected with scanning images with complex trajectories is introduced. On the basis of this transfonnation, non-linear filtration is accomplished in order to reduce the noise content of images, segmentation, smoothing, and polvgonal approximation.

机译：介绍了与复杂轨迹扫描图像相关联的新型几何双轨迹变换。在这种转换的基础上，完成了非线性滤波，以减少图像的噪声含量，分割，平滑和多边形近似。

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《Measurement techniques》 |2005年第8期|p.746-753|共8页
作者
N. G. Fedotov; L. A. Shulga; A. V. Moiseev;
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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
原文格式 PDF
正文语种 eng
中图分类计量学;
关键词
stochastic geometry; trace transformation; triplet features of pattern recognition; nonlinear filtration; segmentation; smoothing; polygonal approximation;

机译：随机几何;迹线变换;模式识别的三重态特征;非线性滤波;分段;平滑;多边形逼近;
入库时间 2022-08-17 13:11:24

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专利

1. Pattern Recognition Theory Based on Stochastic Geometry [J] . N. G. Fedotov, L. A. Shulga Pattern recognition and image analysis: advances in mathematical theory and applications in the USSR . 2003,第1期

机译：基于随机几何的模式识别理论
2. A reconfigurable processor based on FPGAs for pattern recognition, processing, analysis and synthesis of images [J] . Jerzy Soldek, Radoslaw Mantiuk Pattern Recognition Letters . 1999,第7期

机译：基于FPGA的可重配置处理器，用于图像的模式识别，处理，分析和合成
3. Random Scanning for Speedier Systems of Pattern Recognition Based on Stochastic Geometry Methods [J] . N. G. Fedotov, L. A. Shulga, A. V. Moiseev Pattern recognition and image analysis: advances in mathematical theory and applications in the USSR . 2005,第2期

机译：基于随机几何方法的模式识别快速系统的随机扫描
4. PATTERN RECOGNITION FEATURE AND IMAGE PROCESSING THEORY ON THE BASIS OF STOCHASTIC GEOMETRY [C] . Nikolay G. Fedotov, Lyudmila A. Shulga, Alexander V. Moiseev, International Conference on Informatics in Control, Automation and Robotics . 2005

机译：在随机几何形状的基础上模式识别特征和图像处理理论
5. Image reconstruction, recognition, using image processing, pattern recognition and the Hough transform. [D] . Seshadri, M. D. 1992

机译：图像重建，识别，使用图像处理，模式识别和霍夫变换。
6. Stochastic Process Underlying Emergent Recognition of Visual Objects Hidden in Degraded Images [O] . Tsutomu Murata, Takashi Hamada, Tetsuya Shimokawa, -1

机译：退化图像中隐藏的视觉对象的紧急识别背后的随机过程
7. New Geometric Transform Based on Stochastic Geometry in the Context of Pattern Recognition [O] . Nikolay Fedotov, Lyudmila Shulga 2003

机译：基于随机几何形式识别背景下的新几何变换
8. Development of Procedures and Algorithms for Pattern Recognition and Image Processing Based on Two-Dimensional Markov Models. [R] . Sclove, S. L. 1983

机译：基于二维马尔可夫模型的模式识别与图像处理程序与算法开发。

PATTERN RECOGNITION THEORY AND PRELIMINARY PROCESSING OF IMAGES BASED ON STOCHASTIC GEOMETRY

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