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Object recognition and tracking in video sequences: a new integrated methodology

Autor
Amézquita, N.; Alquezar, R.; Serratosa, F.
Tipus d'activitat
Document cientificotècnic
Data
2006-06
Codi
LSI-06-31-R
Repositori
http://hdl.handle.net/2117/86159 Obrir en finestra nova
Resum
This paper describes a methodology that integrates recognition and segmentation, simultaneously with image tracking in a cooperative manner, for recognition of objects (or parts of them) in image sequences. A probabilistic general approach at pixel level is depicted together with a practical heuristic simplification in which pixels’ class probabilities are approximated by a finite small set of class possibility values. These possibility values are updated iteratively along the image sequence f...
Citació
Amézquita, N., Alquezar, R., Serratosa, F. "Object recognition and tracking in video sequences: a new integrated methodology". 2006.
Paraules clau
Image segmentation, Neural networks, Object recognition, Object tracking, Probabilistic approach, Video sequences
Grup de recerca
SOCO - Soft Computing

Participants

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