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Single-camera automatic landmarking for people recognition with an ensemble of regression trees

Autor
Trejo, K.; Angulo, C.
Tipus d'activitat
Article en revista
Revista
Computación y sistemas
Data de publicació
2016-01-01
Volum
20
Número
1
Pàgina inicial
19
Pàgina final
28
DOI
https://doi.org/10.13053/CyS-20-1-2365 Obrir en finestra nova
Projecte finançador
PATRICIA. TIN2012-38416-C03-01
Repositori
http://hdl.handle.net/2117/86188 Obrir en finestra nova
URL
http://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2365/2109 Obrir en finestra nova
Resum
Active Appearance Model (AAM) is a computer vision procedure for statistical matching of object shape and appearance between images. A main drawback in this technique comes from the construction of the shape mesh. Since landmarks must be manually placed when training shapes, AAM is a very time consuming procedure and it cannot be automatically applied on new objects observed in the images. An approach for automatic landmarking of body shapes on still images ...
Citació
Trejo, K., Angulo, C. Single-camera automatic landmarking for people recognition with an ensemble of regression trees. "Computación y Sistemas", 2016, vol. 20, núm. 1, p. 19-28.
Paraules clau
Active appearance model, Automatic landmarking, Body shape, Human-robot interaction, People recognition, Statistical matching
Grup de recerca
GREC - Grup de Recerca en Enginyeria del Coneixement
IDEAI-UPC Intelligent Data Science and Artificial Intelligence

Participants

Arxius