Within a video recipe, we are interested in locating and annotating the various ingredients, kitchenwares and relevant cooking actions. To this end we have developed the iVAT interactive video annotation tool to support manual, semi-automatic and automatic annotations obtained on the basis of the interaction of the user with various detection algorithms. The tool integrates versions of computer vision algorithms, specifically adapted to work in an interactive and incremental learning framework. iVAT has been developed to annotate video recipes, but it can be easily adapted and used to annotate videos from different domains as well. In this paper we present some results with respect to the task of cooking action recognition.

Bianco, S., Ciocca, G., Napoletano, P., Schettini, R., Margherita, R., Marini, G., et al. (2013). Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool. In Image Analysis and Processing – ICIAP 2013 (pp.631-641). Springer [10.1007/978-3-642-41184-7_64].

Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool

BIANCO, SIMONE;CIOCCA, GIANLUIGI;NAPOLETANO, PAOLO;SCHETTINI, RAIMONDO;
2013

Abstract

Within a video recipe, we are interested in locating and annotating the various ingredients, kitchenwares and relevant cooking actions. To this end we have developed the iVAT interactive video annotation tool to support manual, semi-automatic and automatic annotations obtained on the basis of the interaction of the user with various detection algorithms. The tool integrates versions of computer vision algorithms, specifically adapted to work in an interactive and incremental learning framework. iVAT has been developed to annotate video recipes, but it can be easily adapted and used to annotate videos from different domains as well. In this paper we present some results with respect to the task of cooking action recognition.
No
poster + paper
Scientifica
Interactive video annotation, object recognition, action recognition, tracking, incremental learning
English
17th International Conference on Image Analysis and Processing (ICIAP 2013) 9 September 2013 through 13 September 2013
978-364241183-0
Bianco, S., Ciocca, G., Napoletano, P., Schettini, R., Margherita, R., Marini, G., et al. (2013). Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool. In Image Analysis and Processing – ICIAP 2013 (pp.631-641). Springer [10.1007/978-3-642-41184-7_64].
Bianco, S; Ciocca, G; Napoletano, P; Schettini, R; Margherita, R; Marini, G; Pantaleo, G
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/52667
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