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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)

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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.

Baochang Zhang, Beihang University, Beijing, China

Erscheinungsdatum	21.04.2020
Reihe/Serie	De Gruyter STEM
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 • Algorithms & Data Structures • ARISTOTELEM • Artificial Intelligence • COM004000 COMPUTERS / Intelligence (AI) & Semantics • Commentaria • Computer programming / software development • Computers • Computer sciences • COMPUTERS / Data Processing • COMPUTERS / Intelligence (AI) & Semantics • computing & information technology • Database Management • data capture & analysis • Data Mining • Data processing • Geb • Graeca • Informatik • Information Technology • Intelligence (AI) & Semantics • P1/3 • programming • signals & signal processing • TECHNOLOGY & ENGINEERING • Technology & Engineering / Signals & Signal Processing
ISBN-10	3-11-059553-2 / 3110595532
ISBN-13	978-3-11-059553-6 / 9783110595536
Zustand	Neuware