Image Segmentation: Principles, Techniques, and Applications

ISBN-13: 9781119859000 / Angielski / Twarda / 2022 / 300 str.

Tao Lei

Spis treści

PrefaceAbout the AuthorsList of AbbreviationsPart One: Principle1 Introduction to Image Segmentation2 Principles of Clustering3 Principles of Mathematical Morphology4 Principles of Neural NetworkPart Two: Methods5 Fast and Robust Image Segmentation Using Clustering6 Fast Image Segmentation Using Watershed Transform7 Superpixel-based Fast Image SegmentationPart Three: Application8 Image Segmentation for Traffic Scene Analysis9 Image Segmentation for Medical Analysis10 Image Segmentation for Remote Sensing Analysis11 Image Segmentation for Material Analysis

O autorze

Tao Lei, Professor, School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, China. His research interests include image processing, pattern recognition, and machine learning and he has authored and co-authored more than 100 research papers.Asoke K. Nandi, Professor, Department of Electronic and Electrical Engineering, Brunel University London, UK. He is also Distinguished Visiting Professor, Xi'an Jiaotong University, China. Professor Nandi has authored over 600 technical publications, including 280 journal papers as well as five books.