Hidden Markov models: applications in computer vision
Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision....
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| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Singapore
World Scientific Pub. Co.
c2001
|
| Series: | Series in machine perception and artificial intelligence
v. 45 |
| Subjects: | |
| Online Access: | FHN01 Volltext |
| Summary: | Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as handwriting recognition, shape recognition, face and gesture recognition, tracking, and image database retrieval. This book is also published as a special issue of the International Journal of Pattern Recognition and Artificial Intelligence (February 2001) |
| Physical Description: | 237 p. ill |
| ISBN: | 9789812797605 |
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| id | DE-604.BV044635878 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:47Z |
| institution | BVB |
| isbn | 9789812797605 |
| language | English |
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| physical | 237 p. ill |
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| series2 | Series in machine perception and artificial intelligence |
| spelling | Hidden Markov models applications in computer vision editors, Horst Bunke and Terry Caelli Singapore World Scientific Pub. Co. c2001 237 p. ill txt rdacontent c rdamedia cr rdacarrier Series in machine perception and artificial intelligence v. 45 Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as handwriting recognition, shape recognition, face and gesture recognition, tracking, and image database retrieval. This book is also published as a special issue of the International Journal of Pattern Recognition and Artificial Intelligence (February 2001) Computer vision / Mathematical models Markov processes Optical pattern recognition / Mathematical models Bunke, Horst Sonstige oth Caelli, Terry Sonstige oth Erscheint auch als Druck-Ausgabe 9789810245641 Erscheint auch als Druck-Ausgabe 9810245645 http://www.worldscientific.com/worldscibooks/10.1142/4648#t=toc Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Hidden Markov models applications in computer vision Computer vision / Mathematical models Markov processes Optical pattern recognition / Mathematical models |
| title | Hidden Markov models applications in computer vision |
| title_auth | Hidden Markov models applications in computer vision |
| title_exact_search | Hidden Markov models applications in computer vision |
| title_full | Hidden Markov models applications in computer vision editors, Horst Bunke and Terry Caelli |
| title_fullStr | Hidden Markov models applications in computer vision editors, Horst Bunke and Terry Caelli |
| title_full_unstemmed | Hidden Markov models applications in computer vision editors, Horst Bunke and Terry Caelli |
| title_short | Hidden Markov models |
| title_sort | hidden markov models applications in computer vision |
| title_sub | applications in computer vision |
| topic | Computer vision / Mathematical models Markov processes Optical pattern recognition / Mathematical models |
| topic_facet | Computer vision / Mathematical models Markov processes Optical pattern recognition / Mathematical models |
| url | http://www.worldscientific.com/worldscibooks/10.1142/4648#t=toc |
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