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Growing Neural Gas represents objects and their movement - GARCIA-RODRIGUEZ, JOSE
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GARCIA-RODRIGUEZ, JOSE:

Growing Neural Gas represents objects and their movement - Taschenbuch

ISBN: 3844322671

Gebundene Ausgabe, ID: 10511593

Representation and tracking of objects with GNG in realistic scenes - Buch, gebundene Ausgabe, 204 S., Beilagen: Paperback, Erschienen: 2011 LAP Lambert Acad. Publ. In this research work we have studied the problem of the representation and tracking of objects under temporary restrictions for the analysis of the movement. The realism of the images makes tasks vision difficult at any level and the restrictions of vide-rate processing suggest the necessity to design systems able to provide an answer in a limited time and with an acceptable quality. Starting off with Fritzke's Growing Neural Gas (GNG), an extension of this work is proposed that has been named as Accelerated GNG. To fulfilled one of the goals of the work: the representation and tracking of people or objects in video sequences for the later interpretation of the movement, the representation obtained by means of neural gases have been used for this task, solving the problem of correspondence by means of the structure of the maps and adding capacities to the system at different levels of prediction. Finally, the proposal has been validated on applications related to the tracking and analysis of the movement of multiple objects or people for the man-machine interaction or in applications for hand gesture recognition.

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ISBN: 9783844322675

ID: 0fb7dccdb8df8196fc0d3a67e050ef6d

In this research work we have studied the problem of the representation and tracking of objects under temporary restrictions for the analysis of the movement. The realism of the images makes tasks vision difficult at any level and the restrictions of vide-rate processing suggest the necessity to design systems able to provide an answer in a limited time and with an acceptable quality. Starting off with Fritzke's Growing Neural Gas (GNG), an extension of this work is proposed that has been named as Accelerated GNG. To fulfilled one of the goals of the work: the representation and tracking of people or objects in video sequences for the later interpretation of the movement, the representation obtained by means of neural gases have been used for this task, solving the problem of correspondence by means of the structure of the maps and adding capacities to the system at different levels of prediction. Finally, the proposal has been validated on applications related to the tracking and analysis of the movement of multiple objects or people for the man-machine interaction or in applications for hand gesture recognition. Buch / Broschur

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Growing Neural Gas represents objects and their movement - Taschenbuch

2011

ISBN: 9783844322675

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2011. / Pb ; KT ; GARCIA-RODRIGUEZ:Growing Neural Gas rep In this research work we have studied the problem of the representation and tracking of objects under temporary restrictions for the analysis of the movement. The realism of the images makes tasks vision difficult at any level and the restrictions of vide-rate processing suggest the necessity to design systems able to provide an answer in a limited time and with an acceptable quality. Starting off with Fritzke's Growing Neural Gas (GNG), an extension of this work is proposed that has been named Buch Taschenbuch

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Growing Neural Gas represents objects and their movement - GARCIA-RODRIGUEZ, JOSE
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GARCIA-RODRIGUEZ, JOSE:
Growing Neural Gas represents objects and their movement - Taschenbuch

2011, ISBN: 3844322671

Gebundene Ausgabe, ID: 10511593

Representation and tracking of objects with GNG in realistic scenes - Buch, gebundene Ausgabe, 204 S., Beilagen: Paperback, Erschienen: 2011 LAP Lambert Acad. Publ.

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Growing Neural Gas represents objects and their movement
Autor:

GARCIA-RODRIGUEZ, JOSE

Titel:

Growing Neural Gas represents objects and their movement

ISBN-Nummer:

9783844322675

In this research work we have studied the problem of the representation and tracking of objects under temporary restrictions for the analysis of the movement. The realism of the images makes tasks vision difficult at any level and the restrictions of vide-rate processing suggest the necessity to design systems able to provide an answer in a limited time and with an acceptable quality. Starting off with Fritzke's Growing Neural Gas (GNG), an extension of this work is proposed that has been named as Accelerated GNG. To fulfilled one of the goals of the work: the representation and tracking of people or objects in video sequences for the later interpretation of the movement, the representation obtained by means of neural gases have been used for this task, solving the problem of correspondence by means of the structure of the maps and adding capacities to the system at different levels of prediction. Finally, the proposal has been validated on applications related to the tracking and analysis of the movement of multiple objects or people for the man-machine interaction or in applications for hand gesture recognition.

Detailangaben zum Buch - Growing Neural Gas represents objects and their movement


EAN (ISBN-13): 9783844322675
ISBN (ISBN-10): 3844322671
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2011

Buch in der Datenbank seit 15.11.2008 14:38:11
Buch zuletzt gefunden am 11.11.2015 04:25:43
ISBN/EAN: 9783844322675

ISBN - alternative Schreibweisen:
3-8443-2267-1, 978-3-8443-2267-5

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