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Growing Neural Gas represents objects and their movement : Representation and tracking of objects with GNG in realistic scenes - Jose Garcia-Rodriguez
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Jose Garcia-Rodriguez:

Growing Neural Gas represents objects and their movement : Representation and tracking of objects with GNG in realistic scenes - Livres de poche

2011, ISBN: 3844322671

[EAN: 9783844322675], Neubuch, [SC: 0.0], [PU: LAP Lambert Academic Publishing], Druck auf Anfrage Neuware - In this research work we have studied the problem of the representation and tr… Plus…

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GARCIA-RODRIGUEZ, JOSE:

Growing Neural Gas represents objects and their movement - Livres de poche

2011, ISBN: 9783844322675

Erscheinungsdatum: 04/2011, Medium: Taschenbuch, Einband: Kartoniert / Broschiert, Titel: Growing Neural Gas represents objects and their movement, Titelzusatz: Representation and trackin… Plus…

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Growing Neural Gas represents objects and their movement - JOSE GARCIA-RODRIGUEZ
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Growing Neural Gas represents objects and their movement - Livres de poche

ISBN: 3844322671

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Growing Neural Gas represents objects and their movement - Livres de poche

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Growing Neural Gas represents objects and their movement - Livres de poche

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Growing Neural Gas represents objects and their movement
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ISBN:

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.

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EAN (ISBN-13): 9783844322675
ISBN (ISBN-10): 3844322671
Version reliée
Livre de poche
Date de parution: 2011
Editeur: LAP Lambert Acad. Publ.

Livre dans la base de données depuis 2008-11-15T14:38:11+01:00 (Zurich)
Page de détail modifiée en dernier sur 2022-08-10T12:49:42+02:00 (Zurich)
ISBN/EAN: 9783844322675

ISBN - Autres types d'écriture:
3-8443-2267-1, 978-3-8443-2267-5
Autres types d'écriture et termes associés:
Auteur du livre: rodriguez, rodríguez, jose garcia, josé garcía
Titre du livre: movement, growing the big one

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