Method and apparatus for recognizing object
AssigneeSamsung Electronics Co., Ltd.
InventorPaulBarom JEON
Life of this patent
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Abstract
A method and apparatus for recognizing an object are provided, including extracting a feature from an input image and generating a feature map in a neural network. In parallel with the generating of the feature map, a region of interest (ROI) corresponding to an object of interest is extracted from the input image, and a number of object candidate regions used to detect the object of interest is determined based on a size of the ROI. The object of interest is recognized from the ROI based on the number of object candidate regions in the neural network.
Claims9
An object recognition apparatus comprising:
- a processor configured to generate a feature map by extracting a feature from an input image using a neural network, to extract, in parallel with a generation of the feature map, a region of interest (ROI) corresponding to an object of interest from the input image, and to determine, based on a size of the ROI and a size of the input image, a number of object candidate regions used to detect the object of interest,
- wherein the neural network is further configured to recognize the object of interest from the ROI based on the number of object candidate regions.
An object recognition apparatus comprising:
- a processor configured to extract a region of interest (ROI) corresponding to an object of interest from the input image, to determine, based on a size of the ROI and a size of the input image, a number of object candidate regions, and to detect the object of interest from the ROI based on the number of object candidate regions using a neural network.
Dependencies are inferred from the claim text.