Advances in Spatio-Temporal Segmentation of Visual Data -

Advances in Spatio-Temporal Segmentation of Visual Data

Buch | Hardcover
IX, 274 Seiten
2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-35479-4 (ISBN)
139,09 inkl. MwSt
This book proposes a number of promising models and methods for adaptive segmentation, swarm partition, permissible segmentation, and transform properties, as well as techniques for spatio-temporal video segmentation and interpretation, online fuzzy clustering of data streams, and fuzzy systems for information retrieval. The main focus is on the spatio-temporal segmentation of visual information. 
Sets of meaningful and manageable image or video parts, defined by visual interest or attention to higher-level semantic issues, are often vital to the efficient and effective processing and interpretation of viewable information. Developing robust methods for spatial and temporal partition represents a key challenge in computer vision and computational intelligence as a whole.
This book is intended for students and researchers in the fields of machine learning and artificial intelligence, especially those whose work involves image processing and recognition, video parsing, and content-based image/video retrieval. 

Adaptive Edge Detection Models and Algorithms.- Swarm Methods of Image Segmentation.- Spatio-temporal Data Interpretation Based on Perceptional Model.- Spatio-Temporal Video Segmentation.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo IX, 274 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 594 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte Boundary Segmentation • Cognitive Robotics • Contrast Estimation • Data Mining • Digital image • Fuzzy Logic • fuzzy system • Generalization and Abstraction Inference • information system • Intelligent Systems • internet of things
ISBN-10 3-030-35479-2 / 3030354792
ISBN-13 978-3-030-35479-4 / 9783030354794
Zustand Neuware
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