Advanced concepts in computer vision are explored in this textbook, building on foundational knowledge from its prerequisite. It covers essential principles, common methods, and practical techniques, making it suitable for graduate-level courses in related fields such as 3-D Computer Vision, Graphics, and Artificial Intelligence.
Yujin Zhang Knihy
A Selection of Image Understanding Techniques
From Fundamentals to Research Front
- 330 stránek
- 12 hodin čtení
Focusing on seven widely used image understanding techniques, this book serves as a thorough introduction for readers at different expertise levels. It guides them in applying these methods to solve practical problems while also highlighting the latest advancements in the field of image processing and analysis.
The book delves into seven widely utilized image analysis techniques, offering insights into fundamental principles and practical applications. It highlights recent advancements in each method, equipping readers with the knowledge to tackle real-world image processing challenges effectively.
A Selection of Image Processing Techniques
From Fundamentals to Research Front
- 328 stránek
- 12 hodin čtení
The book explores seven essential image processing techniques, including image de-noising, de-blurring, and repairing. It also covers advanced methods such as de-fogging, reconstruction from projection, watermarking, and super-resolution. Each technique is designed to enhance image quality and address specific challenges in the field of image processing.