A Model-Based Gradient Field Descriptor as an Efficient Tool for Recognizing and Analyzing Digital Images

V. V. Myasnikov

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A Model-Based Gradient Field Descriptor as an Efficient Tool for Recognizing and Analyzing Digital Images

机译：基于模型的梯度场描述符作为识别和分析数字图像的有效工具

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摘要

A model-based gradient-field descriptor is proposed to describe digital images. The characteristics of the descriptor, which are regarded as features of a digital image, allow one to efficiently solve the problems of analysis, recognition, and searching of images. Examples of solving such problems using the proposed descriptor are presented.

机译：提出了一种基于模型的梯度场描述符来描述数字图像。描述符的特征被视为数字图像的特征，可以有效地解决图像的分析，识别和搜索问题。提出了使用建议的描述符解决此类问题的示例。

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《Pattern recognition and image analysis: advances in mathematical theory and applications in the USSR》 |2015年第1期|共8页
作者
V. V. Myasnikov;
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正文语种 eng
中图分类模式识别与装置;
关键词
digital images; descriptors; features; analysis; recognition; search;

机译：数字图像;描述符;特征;分析;识别;搜索;

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1. A Model-Based Gradient Field Descriptor as an Efficient Tool for Recognizing and Analyzing Digital Images [J] . V. V. Myasnikov Pattern recognition and image analysis: advances in mathematical theory and applications in the USSR . 2015,第1期

机译：基于模型的梯度场描述符作为识别和分析数字图像的有效工具
2. Use of descriptors based on moments from digital images for tool wear monitoring [J] . J. Barreiro, M. Castejon, E. Alegre, International Journal of Machine Tools & Manufacture: Design, research and application . 2008,第9期

机译：基于数字图像的力矩使用描述符进行刀具磨损监测
3. On-line tool wear monitoring using geometric descriptors from digital images [J] . M. Castejon, E. Alegre, J. Barreiro, International Journal of Machine Tools & Manufacture: Design, research and application . 2007,第12a13期

机译：使用数字图像中的几何描述符在线监测刀具磨损
4. Comparative study of feature extraction algorithms for complex-valued gradient fields of digital images using linear dimensionality reduction methods [C] . E. A. Dmitriev, V. V. Myasnikov International Conference on Machine Vision . 2019

机译：使用线性维度减少方法对数码图像复合梯度场特征提取算法的比较研究
5. Tools for Interfacing, Extracting, and Analyzing Neural Signals Using Wide-Field Fluorescence Imaging and Optogenetics in Awake Behaving Mice [D] . Bucklin, Mark E. 2019

机译：使用宽场荧光成像和遮光剂在唤醒表现小鼠中的接口，提取和分析神经信号的工具
6. O-Space Imaging: Highly Efficient Parallel Imaging Using Second-Order Nonlinear Fields as Encoding Gradients with No Phase Encoding [O] . Jason P. Stockmann, Pelin Aksit Ciris, Gigi Galiana, -1

机译：O-Space Imaging：使用二阶非线性字段的高效并行成像作为编码梯度没有阶段编码
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A Model-Based Gradient Field Descriptor as an Efficient Tool for Recognizing and Analyzing Digital Images

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