Feature Coding for Image Representation and Recognition

Name: Feature Coding for Image Representation and Recognition
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662449998
Price: 1147 CZK
Availability: InStock

Autor: Yongzhen Huang, Tieniu Tan

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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1 147 Kč

This brief presents a comprehensive introduction to feature coding, which serves as a key module for...

Informace o knize

Autor

Yongzhen Huang, Tieniu Tan

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2015

Stránek

EAN

9783662449998

ISBN

3662449994

Enbook ID

05340871

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

1635

Rozměry

155 x 235 x 4

Kompletní popis

This brief presents a comprehensive introduction to feature coding, which serves as a key module for the typical object recognition pipeline. The text offers a rich blend of theory and practice while reflects the recent developments on feature coding, covering the following five aspects: (1) Review the state-of-the-art, analyzing the motivations and mathematical representations of various feature coding methods; (2) Explore how various feature coding algorithms evolve along years; (3) Summarize the main characteristics of typical feature coding algorithms and categorize them accordingly; (4) Discuss the applications of feature coding in different visual tasks, analyze the influence of some key factors in feature coding with intensive experimental studies; (5) Provide the suggestions of how to apply different feature coding methods and forecast the potential directions for future work on the topic. It is suitable for students, researchers, practitioners interested in object recognition.

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Feature Coding for Image Representation and Recognition

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