Machine Learning and Visual Perception

Baochang Zhang, Ce Li, Nana Lin (Autoren)

Buch | Softcover

X, 142 Seiten

2020
De Gruyter (Verlag)
978-3-11-059553-6 (ISBN)

Infos

Machine Learning and Visual Perception provides an up-to-date overview on the topic, including the PAC model, decision tree, Bayesian learning, support vector machines, AdaBoost, compressive sensing and so on.Both classic and novel algorithms are introduced in classifier design, face recognition, deep learning, time series recognition, image classification, and object detection.

Autor

Baochang Zhang, Beihang University, Beijing, China

Produkt-Details

• Erscheinungsdatum: 21.04.2020
• Reihe/Serie: De Gruyter STEM
• Co-Autor: Tsinghua University Press
• Zusatzinfo: 57 b/w ill., 9 b/w tbl.
• Verlagsort: Berlin/Boston
• Sprache: englisch
• Maße: 170 x 240 mm
• Gewicht: 270 g
• Themenwelt: Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Literaturwissenschaft
• Themenwelt: Mathematik / Informatik ► Informatik
• Schlagworte: algorithms • ARISTOTELEM • Artificial Intelligence • Commentaria • Computers • COMPUTERS / Data Processing • COMPUTERS / Intelligence (AI) & Semantics • Database Management • Data Mining • Data processing • Geb • Graeca • Informatik • Information Technology • Intelligence (AI) & Semantics • P1/3 • programming • signals & signal processing • TECHNOLOGY & ENGINEERING
• ISBN-10: 3-11-059553-2 / 3110595532
• ISBN-13: 978-3-11-059553-6 / 9783110595536
• Zustand: Neuware