Optics and artificial vision

by González-Acuäna, Rafael G.

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Title Statements

Full title :Optics and artificial vision / Rafael G. González-Acuäna, Héctor A. Chaparro-Romo, Israel Melendez-Montoya.

Edition Statements

Publication Date:2021

Publication Statements

Publisher(s):Institute of Physics (Great Britain), IOP Publishing
Place of Publication:Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK)
Language:eng
Publication Date:2021

Notes

"Version: 202109"--Title page verso.

The Physical Object

Description:1 online resource (various pagings) : illustrations (some color).

Edition Identifiers

ISBN:9780750337076, 0750337079, 9780750337069, 0750337060
DOI:10.1088/978-0-7503-3707-6
oclc:on1343960221
LC Classification:TA1634
Dewey Decimal:006.37

1. Optics, sensors and images -- 1.1. Introduction -- 1.2. Optics and images -- 1.3. Vision -- 1.4. Optical instruments and optical design -- 1.5. Cameras -- 1.6. CCD sensor -- 1.7. CMOS sensor -- 1.8. Python as a program language for this book -- 1.9. Artificial vision and computer vision -- 1.10. End notes

2. Introduction to computer vision -- 2.1. Loading and saving images -- 2.2. Image basics -- 2.3. Colour spaces -- 2.4. Basic image processing -- 2.5. Resizing images -- 2.6. Kernels and morphological operations -- 2.7. Blurring -- 2.8. Thresholding -- 2.9. Gradients and edge detection -- 2.10. Histograms -- 2.11. End notes

3. Optical flow -- 3.1. Introduction -- 3.2. The Lucas-Kanade algorithm -- 3.3. Application of the Lucas-Kanade algorithm and its Python code -- 3.4. The optical flow model -- 3.5. The Horn-Schunck algorithm -- 3.6. End notes

4. Object detection algorithms -- 4.1. Object detection -- 4.2. Sliding windows and image pyramids -- 4.3. The histogram of oriented gradients descriptor -- 4.4. Support vector machine -- 4.5. End notes

5. Image descriptors -- 5.1. Introduction to image descriptors -- 5.2. Basic statistics -- 5.3. Hu moments -- 5.4. Zernike moments…