Neural network processing device, neural network processing method, detection device, detection method, and vehicle

Japanese Patent JP6360802

B2

PROBLEM TO BE SOLVED: To provide a neural network processor, a neural network processing method, a detection device and a detection method which detect the position of a detection object with a small processing load and with high accuracy, and to provide a vehicle having such a detection device.SOLUTION: A neural network processor (1) is provided, which includes a horizontal direction processing part (120h) for performing non-linearization processing and pooling processing of a map based on an input image, and outputting a vector (51) indicating a horizontal direction position of a detection object in the input image while maintaining the horizontal direction resolution of the input image; and a vertical direction processing part (120v) for performing non-linearization processing and pooling processing of the map based on the input image, and outputting a column vector (52) indicating a vertical direction position of the detection object in the input image while maintaining the vertical direction resolution of the input image.SELECTED DRAWING: Figure 3

Ikuo Sato

JP2015032258A

July 18, 2018

February 20, 2015

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Denso IT Laboratory Inc.

G06T7/00; G06N3/04

JP5324837A
JP2002373333A
JP2013058160A
JP4051374A
JP2007047965A

鄭 明燮、外2名,“多重構造ニューラルネットワークを用いた車載センサ情報統合に基づく車種認識”,映像情報メディア学会誌,日本,(社)映像情報メディア学会,2005年 4月 1日,Vol.59, No.4,pp.621-628

Seiji Ohno
Koji Morita
Shinji Kato
Mamoru Suzuki
Osamu Tsuda
Matsuno Chihiro

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