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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: 05340871
Price: 19818 HUF
Availability: InStock
Author: Yongzhen Huang
ISBN: 9783662449998

Yongzhen Huang

Tieniu Tan

Language

English

Book Paperback

Libristo code: 05340871

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, January 2015

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

Libristo code: 05340871

136 b

19 818 Ft

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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.