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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| Weitere Verfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore ; River Edge, NJ :
World Scientific,
©2001.
|
| Schriftenreihe: | Series in machine perception and artificial intelligence ;
v. 45. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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). |
| Beschreibung: | Also issued as: International journal of pattern recognition and artificial intelligence, v. 15, no. 1 (Feb. 2001). |
| Beschreibung: | 1 online resource. |
| Bibliographie: | Includes bibliographical references. |
| ISBN: | 9789812797605 9812797602 |
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| 520 | |a 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). | ||
| 505 | 0 | |a Preface / H. Bunke and T. Caelli -- Introduction: A simple complex in artificial intelligence and machine learning / B.H. Juang -- An introduction to hidden Markov models and Bayesian networks / Z. Ghahramani -- Multilingual machine printed OCR / P. Natarajan [and others] -- Using a statistical language model to improve the performance of an HMM-based cursive handwriting recognition system / U.-V. Marti & H. Bunke -- A 2-D HMM method for offline handwritten character recognition / H.-S. Park [and others] -- Data-driven design of HMM topology for online handwriting recognition / J.J. Lee, J. Kim & J.H. Kim -- Hidden Markov models for modeling and recognizing gesture under variation / A.D. Wilson & A.F. Bobick -- Sentence lipreading using hidden Markov model with integrated grammar / K. Yu, X. Jiang & H. Bunke -- Tracking and surveillance in wide-area spatial environments using the abstract hidden Markov model / H.H. Bui, S. Venkatesh & G. West -- Shape tracking and production using hidden Markov models / T. Caelli, A. McCabe & G. Briscoe -- An integrated approach to shape and color-based image retrieval of rotated objects using hidden Markov models / S. Milller, S. Eickeler & G. Rigoll. | |
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| contents | Preface / H. Bunke and T. Caelli -- Introduction: A simple complex in artificial intelligence and machine learning / B.H. Juang -- An introduction to hidden Markov models and Bayesian networks / Z. Ghahramani -- Multilingual machine printed OCR / P. Natarajan [and others] -- Using a statistical language model to improve the performance of an HMM-based cursive handwriting recognition system / U.-V. Marti & H. Bunke -- A 2-D HMM method for offline handwritten character recognition / H.-S. Park [and others] -- Data-driven design of HMM topology for online handwriting recognition / J.J. Lee, J. Kim & J.H. Kim -- Hidden Markov models for modeling and recognizing gesture under variation / A.D. Wilson & A.F. Bobick -- Sentence lipreading using hidden Markov model with integrated grammar / K. Yu, X. Jiang & H. Bunke -- Tracking and surveillance in wide-area spatial environments using the abstract hidden Markov model / H.H. Bui, S. Venkatesh & G. West -- Shape tracking and production using hidden Markov models / T. Caelli, A. McCabe & G. Briscoe -- An integrated approach to shape and color-based image retrieval of rotated objects using hidden Markov models / S. Milller, S. Eickeler & G. Rigoll. |
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| spelling | Hidden Markov models : applications in computer vision / edited by Horst Bunke and Terry Caelli. Singapore ; River Edge, NJ : World Scientific, ©2001. 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier Series in machine perception and artificial intelligence ; v. 45 Also issued as: International journal of pattern recognition and artificial intelligence, v. 15, no. 1 (Feb. 2001). Includes bibliographical references. 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). Preface / H. Bunke and T. Caelli -- Introduction: A simple complex in artificial intelligence and machine learning / B.H. Juang -- An introduction to hidden Markov models and Bayesian networks / Z. Ghahramani -- Multilingual machine printed OCR / P. Natarajan [and others] -- Using a statistical language model to improve the performance of an HMM-based cursive handwriting recognition system / U.-V. Marti & H. Bunke -- A 2-D HMM method for offline handwritten character recognition / H.-S. Park [and others] -- Data-driven design of HMM topology for online handwriting recognition / J.J. Lee, J. Kim & J.H. Kim -- Hidden Markov models for modeling and recognizing gesture under variation / A.D. Wilson & A.F. Bobick -- Sentence lipreading using hidden Markov model with integrated grammar / K. Yu, X. Jiang & H. Bunke -- Tracking and surveillance in wide-area spatial environments using the abstract hidden Markov model / H.H. Bui, S. Venkatesh & G. West -- Shape tracking and production using hidden Markov models / T. Caelli, A. McCabe & G. Briscoe -- An integrated approach to shape and color-based image retrieval of rotated objects using hidden Markov models / S. Milller, S. Eickeler & G. Rigoll. Computer vision Mathematical models. Markov processes. http://id.loc.gov/authorities/subjects/sh85081369 Optical pattern recognition Mathematical models. Vision par ordinateur Modèles mathématiques. Processus de Markov. Reconnaissance optique des formes (Informatique) Modèles mathématiques. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision Mathematical models fast Markov processes fast Optical pattern recognition Mathematical models fast Bunke, Horst. Caelli, Terry. International journal of pattern recognition and artificial intelligence. has work: Hidden Markov models (Work) https://id.oclc.org/worldcat/entity/E39PCYGRPDgR7QKXBRYvBdf7Pj https://id.oclc.org/worldcat/ontology/hasWork 9810245645 9789810245641 Series in machine perception and artificial intelligence ; v. 45. http://id.loc.gov/authorities/names/n91107585 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514234 Volltext |
| spellingShingle | Hidden Markov models : applications in computer vision / Series in machine perception and artificial intelligence ; Preface / H. Bunke and T. Caelli -- Introduction: A simple complex in artificial intelligence and machine learning / B.H. Juang -- An introduction to hidden Markov models and Bayesian networks / Z. Ghahramani -- Multilingual machine printed OCR / P. Natarajan [and others] -- Using a statistical language model to improve the performance of an HMM-based cursive handwriting recognition system / U.-V. Marti & H. Bunke -- A 2-D HMM method for offline handwritten character recognition / H.-S. Park [and others] -- Data-driven design of HMM topology for online handwriting recognition / J.J. Lee, J. Kim & J.H. Kim -- Hidden Markov models for modeling and recognizing gesture under variation / A.D. Wilson & A.F. Bobick -- Sentence lipreading using hidden Markov model with integrated grammar / K. Yu, X. Jiang & H. Bunke -- Tracking and surveillance in wide-area spatial environments using the abstract hidden Markov model / H.H. Bui, S. Venkatesh & G. West -- Shape tracking and production using hidden Markov models / T. Caelli, A. McCabe & G. Briscoe -- An integrated approach to shape and color-based image retrieval of rotated objects using hidden Markov models / S. Milller, S. Eickeler & G. Rigoll. Computer vision Mathematical models. Markov processes. http://id.loc.gov/authorities/subjects/sh85081369 Optical pattern recognition Mathematical models. Vision par ordinateur Modèles mathématiques. Processus de Markov. Reconnaissance optique des formes (Informatique) Modèles mathématiques. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision Mathematical models fast Markov processes fast Optical pattern recognition Mathematical models fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85081369 |
| title | Hidden Markov models : applications in computer vision / |
| title_alt | International journal of pattern recognition and artificial intelligence. |
| 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 / edited by Horst Bunke and Terry Caelli. |
| title_fullStr | Hidden Markov models : applications in computer vision / edited by Horst Bunke and Terry Caelli. |
| title_full_unstemmed | Hidden Markov models : applications in computer vision / edited by 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. http://id.loc.gov/authorities/subjects/sh85081369 Optical pattern recognition Mathematical models. Vision par ordinateur Modèles mathématiques. Processus de Markov. Reconnaissance optique des formes (Informatique) Modèles mathématiques. COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision Mathematical models fast Markov processes fast Optical pattern recognition Mathematical models fast |
| topic_facet | Computer vision Mathematical models. Markov processes. Optical pattern recognition Mathematical models. Vision par ordinateur Modèles mathématiques. Processus de Markov. Reconnaissance optique des formes (Informatique) Modèles mathématiques. COMPUTERS Computer Vision & Pattern Recognition. Computer vision Mathematical models Markov processes Optical pattern recognition Mathematical models |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514234 |
| work_keys_str_mv | UT internationaljournalofpatternrecognitionandartificialintelligence AT bunkehorst hiddenmarkovmodelsapplicationsincomputervision AT caelliterry hiddenmarkovmodelsapplicationsincomputervision |