General:
Book:Name: Barbu T Digital Image Processing, Analysis and Computer Vision Using PDE 2025
Format: pdf
Size: 13.15 MB
Description:Title: Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations
Author: Tudor Barbu
Language: polski
Year: 2025
Subjects: Science & Technology, Engineering, Electrical & Electronic Engineering, Radar & Signal Processing, Signal Processing - General & Miscellaneous
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031895760
Total pages: 164
Download from RapidGatorThis book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.
https://rapidgator.net/file/9a17ffe426a ... y135c4.pdf