Image Processing and Acquisition using Python

Image Processing and Acquisition using Python

Pudipeddi, Sridevi; Chityala, Ravishankar

Taylor & Francis Ltd

04/2022

452

Mole

Inglês

9780367531577

15 a 20 dias

748

Descrição não disponível.
I Introduction to Images and Computing using Python. 1. Introduction to Python. 2. Computing using Python Modules. 3. Image and its Properties. II Image Processing using Python. 5. Image Enhancement. 6. Affine transformation. 7. Fourier Transform. 8 Segmentation. 9 Morphological Operations. 10. Image Measurements. 11. Neural network. 12. Convolutional neural network. III Image Acquisition. 13. X-Ray and Computed Tomography. 14. Magnetic Resonance Imaging. 15. Light Microscopes. 16. Electron Microscopes. Appendices.
CSV File;Maxpooling Layer;image acquisition techniques;Import Numpy;basics of image processing;DICOM;foundation in image acquisition and image processing;Numpy Array;physical methods of obtaining images;Python Code;analytical processing methods to understand the science behind images;Input Image;Python programming;DICOM Image;image acquisition using x-ray, CT, MRI, light microscopy, and electron microscopy;CSV;Python Function;Foreground Pixel;Otsu's Method;Python Module;Vice Versa;Pixel Intensity;Pixel Value;Pil;RF Pulse;Wide Field Microscope;Everhart Thornley Detector;Convolution Layer;Renyi Entropy;Harris Corner Detector;Histogram Equalization;Hough Transform