INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE, AND PROGRAM

An input step (S1) of inputting an image to a neural network, a processing step (S2) of performing convolution on a current frame included in the image to calculate a current feature map, which is a feature map at a present time, combining a past feature map, which is obtained by performing convolut...

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Bibliographische Detailangaben
Hauptverfasser: SENAY, Gregory, RIGAZIO, Luca, TSUKIZAWA, Sotaro, KIM, Min Young
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:An input step (S1) of inputting an image to a neural network, a processing step (S2) of performing convolution on a current frame included in the image to calculate a current feature map, which is a feature map at a present time, combining a past feature map, which is obtained by performing convolution on a past frame included in the image, and the current feature map, estimating an object candidate area using the combined past feature map and current feature map, and estimating positional information and identification information regarding the one or more objects included in the current frame using the combined past feature map and current feature map and the estimated object candidate area, and an output step (S3) of outputting the positional information and the identification information regarding the one or more objects included in the current frame of the image estimated in the processing step (S2) as object detection results are included.