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AssigneesOwkin, Inc., Owkin France SAS
InventorsPierre Courtiol, Olivier Moindrot, Charles Maussion, Charlie Saillard, Benoit Schmauch, Gilles Wainrib
Estimating the term…
A method and apparatus of a device that classifies an image is described. In an exemplary embodiment, the device segments the image into a region of interest that includes information useful for classification and a background region by applying a first convolutional neural network. In addition, the device tiles the region of interest into a set of tiles. For each tile, the device extracts a feature vector of that tile by applying a second convolutional neural network, where the features of the feature vectors represent local descriptors of the tile. Furthermore, the device processes the extracted feature vectors of the set of tiles to classify the image.
A method of classifying an input image, the method comprising:
A non-transitory computer readable medium with a memory storing code instructions which, when executed by a processor, cause the processor to perform operations for classifying an input image, the operations comprising:
Dependencies are inferred from the claim text.