Local Invariant Feature Detectors: A Survey (Foundations and Trends (R) in Computer Graphics and Vision) (Foundations and Trends® in Computer Graphics and Vision) - Softcover

Tuytelaars, Tinne; Mikolajczyk, Krystian

 
9781601981387: Local Invariant Feature Detectors: A Survey (Foundations and Trends (R) in Computer Graphics and Vision) (Foundations and Trends® in Computer Graphics and Vision)
Softcover
ISBN 10: 1601981384 ISBN 13: 9781601981387
Publisher: now publishers Inc, 2008

Synopsis

Local features are a popular tool for image description nowadays. They are the standard representation for wide baseline matching and object recognition, both for specific objects as well as for category-level schemes. Local Invariant Features Detectors examines some of the most widely used detectors, with a qualitative evaluation of their respective strengths and weaknesses, which can be found at the end of the sections and chapters. It also puts the work on local feature detection in context, by summarizing the progress in feature detection from the early days of computer vision up to now. It goes on to provide a more detailed analysis of a selection of more recent methods which have had a particularly significant impact on the research field. Local Invariant Features Detectors is an ideal starting point for anyone interested in the topic. It also points the way for those who want to delve deeper.

"synopsis" may belong to another edition of this title.

Synopsis

Local features are a popular tool for image description nowadays. They are the standard representation for wide baseline matching and object recognition, both for specific objects as well as for category-level schemes. Local Invariant Features Detectors examines some of the most widely used detectors, with a qualitative evaluation of their respective strengths and weaknesses, which can be found at the end of the sections and chapters. It also puts the work on local feature detection in context, by summarizing the progress in feature detection from the early days of computer vision up to now. It goes on to provide a more detailed analysis of a selection of more recent methods which have had a particularly significant impact on the research field. Local Invariant Features Detectors is an ideal starting point for anyone interested in the topic. It also points the way for those who want to delve deeper.

"About this title" may belong to another edition of this title.

Publisher
now publishers Inc
Publication date
2008
Language
English
ISBN 10 
1601981384
ISBN 13 
9781601981387
Binding
Paperback
Number of pages
124