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Machine Vision Technology / by Bingqi Chen, Siyao Chen.
- Format:
- Book
- Author/Creator:
- Chen, Bingqi.
- Series:
- Advanced and Intelligent Manufacturing in China, 2731-5991
- Language:
- English
- Subjects (All):
- Signal processing.
- Automatic control.
- Robotics.
- Automation.
- Computational intelligence.
- Computer vision.
- Signal, Speech and Image Processing.
- Control, Robotics, Automation.
- Computational Intelligence.
- Computer Vision.
- Local Subjects:
- Signal, Speech and Image Processing.
- Control, Robotics, Automation.
- Computational Intelligence.
- Computer Vision.
- Physical Description:
- 1 online resource (413 pages)
- Edition:
- 1st ed. 2026.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2026.
- Summary:
- This book brings together the vast majority of the existing popular image processing algorithms, with the simple illustrated method to explain the complex theoretical algorithms; each algorithm is given a practical application case, which is one of the main features of the book. There are two parts in the book. The first part "Machine Vision Theory and Algorithms" includes machine vision, image processing, target extraction, edge detection, image smoothing, geometric parameter detection, Hough transform, geometric transform, monocular vision measurement, binocular vision measurement, motion image processing, Fourier transform, wavelet transform, pattern recognition, neural network, deep learning, and genetic algorithm. The second part "Machine Vision Application System" includes the universal image processing system ImageSys, two-dimensional motion image measurement and analysis system MIAS, three-dimensional motion measurement and analysis system MIAS3D, vehicle vision navigation system. The book is not only suitable for machine vision and image processing professional theory combined with practice teaching, for the related professional researchers and technicists also has an important reference value.
- Contents:
- Machine vision
- Image Processing
- Object Extraction
- Edge Detection
- Image Smoothing Processing
- Geometric Parameter Detection
- Hough Transform
- Geometric Transformations
- Monocular Vision Measurement
- Binocular Vision Measurement
- Motion Image Processing
- Fourier Transform
- Wavelet Transform
- Pattern Recognition
- Neural Networks
- Deep Learning
- Genetic Algorithms
- General Image Processing System ImageSys
- 2D Motion Image Measurement and Analysis System MIAS
- Three-dimensional Motion Measurement Analysis System MIAS 3D
- Vehicle Vision Navigation System.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 981-9511-84-4
- 9789819511846
- OCLC:
- 1572224229
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