JP7165018B2 - 情報処理装置、情報処理方法 - Google Patents

情報処理装置、情報処理方法 Download PDF

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JP7165018B2
JP7165018B2 JP2018188612A JP2018188612A JP7165018B2 JP 7165018 B2 JP7165018 B2 JP 7165018B2 JP 2018188612 A JP2018188612 A JP 2018188612A JP 2018188612 A JP2018188612 A JP 2018188612A JP 7165018 B2 JP7165018 B2 JP 7165018B2
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information processing
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JP2020057286A5 (enExample
JP2020057286A (ja
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ソクイ チン
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Canon Inc
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Canon Inc
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Priority to JP2018188612A priority Critical patent/JP7165018B2/ja
Priority to EP19197809.7A priority patent/EP3633559B1/en
Priority to KR1020190118500A priority patent/KR102574307B1/ko
Priority to CN201910933454.7A priority patent/CN110991627B/zh
Priority to US16/589,483 priority patent/US11468600B2/en
Publication of JP2020057286A publication Critical patent/JP2020057286A/ja
Publication of JP2020057286A5 publication Critical patent/JP2020057286A5/ja
Priority to US17/897,353 priority patent/US11810330B2/en
Priority to JP2022169395A priority patent/JP7414930B2/ja
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Priority to KR1020230114588A priority patent/KR102585470B1/ko
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/97—Determining parameters from multiple pictures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F5/00—Methods or arrangements for data conversion without changing the order or content of the data handled
    • G06F5/01—Methods or arrangements for data conversion without changing the order or content of the data handled for shifting, e.g. justifying, scaling, normalising
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/38—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation
    • G06F7/48—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation using non-contact-making devices, e.g. tube, solid state device; using unspecified devices
    • G06F7/544—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation using non-contact-making devices, e.g. tube, solid state device; using unspecified devices for evaluating functions by calculation
    • G06F7/5443—Sum of products
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

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  • Pure & Applied Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Processing (AREA)
  • Complex Calculations (AREA)
JP2018188612A 2018-10-03 2018-10-03 情報処理装置、情報処理方法 Active JP7165018B2 (ja)

Priority Applications (8)

Application Number Priority Date Filing Date Title
JP2018188612A JP7165018B2 (ja) 2018-10-03 2018-10-03 情報処理装置、情報処理方法
EP19197809.7A EP3633559B1 (en) 2018-10-03 2019-09-17 Information processing apparatus, information processing method, non-transitory computer-readable storage medium
KR1020190118500A KR102574307B1 (ko) 2018-10-03 2019-09-26 정보 처리장치, 정보 처리방법, 비일시적인 컴퓨터 판독가능한 기억매체
CN201910933454.7A CN110991627B (zh) 2018-10-03 2019-09-29 信息处理装置、信息处理方法
US16/589,483 US11468600B2 (en) 2018-10-03 2019-10-01 Information processing apparatus, information processing method, non-transitory computer-readable storage medium
US17/897,353 US11810330B2 (en) 2018-10-03 2022-08-29 Information processing apparatus, information processing method, non-transitory computer-readable storage medium
JP2022169395A JP7414930B2 (ja) 2018-10-03 2022-10-21 情報処理装置、情報処理方法
KR1020230114588A KR102585470B1 (ko) 2018-10-03 2023-08-30 정보 처리장치, 정보 처리방법, 비일시적인 컴퓨터 판독가능한 기억매체

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JP2018188612A JP7165018B2 (ja) 2018-10-03 2018-10-03 情報処理装置、情報処理方法

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JP2020057286A5 JP2020057286A5 (enExample) 2021-11-11
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EP (1) EP3633559B1 (enExample)
JP (2) JP7165018B2 (enExample)
KR (2) KR102574307B1 (enExample)
CN (1) CN110991627B (enExample)

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* Cited by examiner, † Cited by third party
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JP7165018B2 (ja) * 2018-10-03 2022-11-02 キヤノン株式会社 情報処理装置、情報処理方法
US12039430B2 (en) * 2019-11-15 2024-07-16 Samsung Electronics Co., Ltd. Electronic device and method for inference binary and ternary neural networks
CN114201129B (zh) * 2020-09-18 2024-11-15 比亚迪股份有限公司 智能设备的屏幕投影方法、装置、存储介质及终端
CN112346703B (zh) * 2020-11-24 2021-10-22 华中科技大学 一种用于卷积神经网络计算的全局平均池化电路
JP7719617B2 (ja) * 2021-03-19 2025-08-06 キヤノン株式会社 画像処理装置、画像処理方法
CN114565501B (zh) * 2022-02-21 2024-03-22 格兰菲智能科技有限公司 用于卷积运算的数据加载方法及其装置
JP2024026993A (ja) * 2022-08-16 2024-02-29 キヤノン株式会社 情報処理装置、情報処理方法

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JP2017079017A (ja) 2015-10-21 2017-04-27 キヤノン株式会社 畳み込み演算装置

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US9031006B2 (en) * 2008-03-13 2015-05-12 Samsung Electronics Co., Ltd Apparatus and method for using guard band as data subcarrier in communication system supporting frequency overlay
JP5376920B2 (ja) * 2008-12-04 2013-12-25 キヤノン株式会社 コンボリューション演算回路、階層的コンボリューション演算回路及び物体認識装置
US8706791B2 (en) * 2009-07-30 2014-04-22 Ceva D.S.P. Ltd. Low power fir filter in multi-MAC architecture
JP5589628B2 (ja) 2010-07-12 2014-09-17 株式会社リコー 内積演算装置および内積演算方法
JP2013152454A (ja) 2011-12-27 2013-08-08 Canon Inc 画像処理装置、画像処理システム、画像処理方法および画像処理プログラム
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JP2019074967A (ja) * 2017-10-17 2019-05-16 キヤノン株式会社 フィルタ処理装置およびその制御方法
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US20200111235A1 (en) 2020-04-09
CN110991627A (zh) 2020-04-10
US20220414938A1 (en) 2022-12-29
EP3633559B1 (en) 2025-05-21
CN110991627B (zh) 2025-01-07
US11468600B2 (en) 2022-10-11
US11810330B2 (en) 2023-11-07
KR102585470B1 (ko) 2023-10-06
KR20230130591A (ko) 2023-09-12
EP3633559A1 (en) 2020-04-08
KR102574307B1 (ko) 2023-09-05
JP7414930B2 (ja) 2024-01-16
JP2022188301A (ja) 2022-12-20
JP2020057286A (ja) 2020-04-09
KR20200038414A (ko) 2020-04-13

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