Automatic classification of objects within images

Details Automatic classification of objects within images Automatic classification of objects within images

G - Physics

06

T

G06T 7/00 (2006.01) G06F 17/30 (2006.01)

Patent

CA 2655242

A system for automatically classifying an object of a target image is provided. A classification system provides a collection of classified images along with a classification of the dominant object of the image. The classification system attempts to classify the object of a target image based on similarity of the target image to the classified images. To classify a target image, the classification system identifies the classified images of the collection that are most similar to the target image based on similarity between salient points of the target image and the classified images. The classification system selects a classification associated with the classified images that are most similar to the target image as a classification for the object of the target image.

L'invention concerne un système pour classifier de manière automatique un objet d'une image cible. Un système de classification fournit une collection d'images classifiées conformément à une classification de l'objet dominant de l'image. Le système de classification tente de classifier l'objet d'une image cible sur la base d'une similarité de l'image cible aux images classifiées. Pour classifier une image cible, le système de classification identifie les images classifiées de la collection qui sont les plus semblables à l'image cible sur la base d'une similarité entre des points saillants de l'image cible et des images classifiées. Le système de classification sélectionne une classification associée aux images classifiées qui sont les plus semblables à l'image cible en tant qu'une classification pour l'objet de l'image cible.

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