Téléchargez le livre : Feature Coding for Image Representation and Recognition

Feature Coding for Image Representation and Recognition

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Éditeur :

Springer


Collection :

SpringerBriefs in Computer Science

Paru le : 2015-01-05

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Description
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.
Pages
74 pages
Collection
SpringerBriefs in Computer Science
Parution
2015-01-05
Marque
Springer
EAN papier
9783662449998
EAN EPUB
9783662450000
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
7
Taille du fichier
2028 Ko
Prix
52,74 €

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