Title:
学習プログラム、学習方法および物体検知装置
Document Type and Number:
Japanese Patent JP6897335
Kind Code:
B2
Abstract:
An object detection device (10) extracts feature for input data utilizing an encoder, the input data including labeled data and unlabeled data and detects object in each of the input data, utilizing an object detector. The object detection device (10) generates region data for each of the input data, each of the region data corresponding to the detected object and generates restoration data from the region data and meta-information related to the detected object for each of the input data utilizing a decoder corresponding to the encoder. The object detection device (10) executes learning of the encoder and the object detector based on a result detected by the object detector and a label associated with the input data, when the input data is labeled data, and executes learning of the encoder, the object detector, and the decoder, based on the input data and the restoration data.
Inventors:
Yu Yasutomi
Toshio Endo
Takashi Kawato
Kento Uemura
Toshio Endo
Takashi Kawato
Kento Uemura
Application Number:
JP2017108456A
Publication Date:
June 30, 2021
Filing Date:
May 31, 2017
Export Citation:
Assignee:
富士通株式会社
International Classes:
G06T7/00; G06V10/22; G06N3/08; G06V10/764
Other References:
Junbo Zhao ET AL,STACKED WHAT-WHERE AOUTO-ENCODERS,Workshop track ICLR 2016,2016年,p1-12,URL,https://arxiv.org/pdf/1506.02351v8.pdf
Attorney, Agent or Firm:
Sakai International Patent Office