EAN: 9783662449998

SPRINGERBRIEFS IN COMPUTER SCIENCE FEATURE CO...

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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