TWI859405B - 圖像處理方法及感測器裝置 - Google Patents

圖像處理方法及感測器裝置 Download PDF

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Publication number
TWI859405B
TWI859405B TW110103197A TW110103197A TWI859405B TW I859405 B TWI859405 B TW I859405B TW 110103197 A TW110103197 A TW 110103197A TW 110103197 A TW110103197 A TW 110103197A TW I859405 B TWI859405 B TW I859405B
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Taiwan
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color
color information
information acquisition
pixels
aforementioned
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TW110103197A
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English (en)
Chinese (zh)
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TW202135522A (zh
Inventor
高塚進
鉄川弘樹
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日商索尼股份有限公司
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/60Analysis of geometric attributes
    • G06T7/62Analysis of geometric attributes of area, perimeter, diameter or volume
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/90Determination of colour characteristics
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/56Extraction of image or video features relating to colour
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/60Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/10Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
    • H04N23/12Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths with one sensor only
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/10Circuitry of solid-state image sensors [SSIS]; Control thereof for transforming different wavelengths into image signals
    • H04N25/11Arrangement of colour filter arrays [CFA]; Filter mosaics
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/10Circuitry of solid-state image sensors [SSIS]; Control thereof for transforming different wavelengths into image signals
    • H04N25/11Arrangement of colour filter arrays [CFA]; Filter mosaics
    • H04N25/13Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements
    • H04N25/133Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements including elements passing panchromatic light, e.g. filters passing white light
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/10Circuitry of solid-state image sensors [SSIS]; Control thereof for transforming different wavelengths into image signals
    • H04N25/11Arrangement of colour filter arrays [CFA]; Filter mosaics
    • H04N25/13Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements
    • H04N25/135Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements based on four or more different wavelength filter elements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/10Circuitry of solid-state image sensors [SSIS]; Control thereof for transforming different wavelengths into image signals
    • H04N25/11Arrangement of colour filter arrays [CFA]; Filter mosaics
    • H04N25/13Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements
    • H04N25/135Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements based on four or more different wavelength filter elements
    • H04N25/136Arrangement of colour filter arrays [CFA]; Filter mosaics characterised by the spectral characteristics of the filter elements based on four or more different wavelength filter elements using complementary colours
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/07Target detection

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Geometry (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Color Television Image Signal Generators (AREA)
  • Image Processing (AREA)
TW110103197A 2020-02-19 2021-01-28 圖像處理方法及感測器裝置 TWI859405B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2020025952 2020-02-19
JP2020-025952 2020-02-19

Publications (2)

Publication Number Publication Date
TW202135522A TW202135522A (zh) 2021-09-16
TWI859405B true TWI859405B (zh) 2024-10-21

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US (1) US12273633B2 (https=)
EP (1) EP4109895A4 (https=)
JP (1) JPWO2021166450A1 (https=)
KR (1) KR102776069B1 (https=)
CN (1) CN115039403B (https=)
TW (1) TWI859405B (https=)
WO (1) WO2021166450A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12464259B2 (en) * 2021-01-21 2025-11-04 Google Llc Sparse color image sensor system
CN116977197A (zh) * 2023-04-11 2023-10-31 北京仁光科技有限公司 用于对rgb数据进行处理的方法、设备和介质
TWI863637B (zh) * 2023-10-19 2024-11-21 國立臺灣師範大學 基於圖像重點色彩之人工智慧色彩建議系統及方法

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015050494A (ja) * 2013-08-30 2015-03-16 日立オートモティブシステムズ株式会社 撮像装置

Family Cites Families (33)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH06339026A (ja) * 1993-05-31 1994-12-06 Matsushita Electric Ind Co Ltd 補正データ生成装置
US6721446B1 (en) * 1999-04-26 2004-04-13 Adobe Systems Incorporated Identifying intrinsic pixel colors in a region of uncertain pixels
US8274715B2 (en) * 2005-07-28 2012-09-25 Omnivision Technologies, Inc. Processing color and panchromatic pixels
US7978240B2 (en) * 2005-10-03 2011-07-12 Konica Minolta Photo Imaging, Inc. Enhancing image quality imaging unit and image sensor
US20070159542A1 (en) * 2006-01-12 2007-07-12 Gang Luo Color filter array with neutral elements and color image formation
JP5033711B2 (ja) 2007-06-13 2012-09-26 富士フイルム株式会社 撮像装置及び撮像装置の駆動方法
KR20090120159A (ko) * 2008-05-19 2009-11-24 삼성전자주식회사 영상합성장치 및 영상합성방법
CN102090067B (zh) * 2008-08-04 2013-03-20 松下电器产业株式会社 摄像装置、图像处理方法、图像处理程序及半导体集成电路
JP5476716B2 (ja) 2009-01-08 2014-04-23 ソニー株式会社 撮像素子および撮像装置
JP2011199798A (ja) 2010-03-24 2011-10-06 Sony Corp 物理情報取得装置、固体撮像装置、物理情報取得方法
DE102010003668B4 (de) 2010-04-07 2020-03-26 Robert Bosch Gmbh Farbmaske für einen Bildsensor einer Fahrzeugkamera
EP2685711B1 (en) 2011-03-09 2017-08-30 Fujifilm Corporation Color image pickup device
WO2012166840A2 (en) 2011-06-01 2012-12-06 The Board Of Trustees Of The Leland Stanford Junior University Learning of image processing pipeline for digital imaging devices
WO2013008597A1 (ja) 2011-07-13 2013-01-17 富士フイルム株式会社 撮像装置、撮像素子及び感度差補正方法
JP5900194B2 (ja) 2012-07-02 2016-04-06 ソニー株式会社 信号処理装置、信号処理方法、プログラム、固体撮像素子、および電子機器
US9179110B2 (en) * 2012-11-02 2015-11-03 Semiconductor Components Industries, Llc Imaging systems with modified clear image pixels
DE102013223699A1 (de) 2013-11-20 2015-05-21 Takata AG Filteranordnung und Verfahren zum Herstellen einer Filteranordnung
JP2015106791A (ja) 2013-11-29 2015-06-08 株式会社ニコン 撮像装置
JP5884847B2 (ja) 2014-03-12 2016-03-15 ソニー株式会社 固体撮像装置、固体撮像装置の信号処理方法および撮像装置
CN104468578B (zh) * 2014-12-10 2017-12-26 怀效宁 一种无线通讯的优先通讯系统和通讯方法
US9432568B2 (en) 2014-06-30 2016-08-30 Semiconductor Components Industries, Llc Pixel arrangements for image sensors with phase detection pixels
KR102286136B1 (ko) 2014-12-01 2021-08-06 에스케이하이닉스 주식회사 컬러 필터 어레이, 이를 포함하는 이미지 센서 및 이를 이용한 적외선 정보 획득 방법
WO2016103430A1 (ja) 2014-12-25 2016-06-30 キヤノン株式会社 ラインセンサ、画像読取装置、画像形成装置
JP6628497B2 (ja) * 2015-05-19 2020-01-08 キヤノン株式会社 撮像装置、撮像システム、および画像処理方法
CN108140130B (zh) 2015-11-05 2019-10-18 谷歌有限责任公司 图像处理方法及非暂时性计算机可读介质
US9986213B2 (en) * 2016-06-29 2018-05-29 Omnivision Technologies, Inc. Image sensor with big and small pixels and method of manufacture
US10346710B2 (en) 2016-09-29 2019-07-09 Datacolor Inc. Multi-agent training of a color identification neural network
US20180188427A1 (en) * 2016-12-29 2018-07-05 Uber Technologies, Inc. Color Filter Array for Image Capture Device
KR102395992B1 (ko) 2017-04-07 2022-05-10 삼성전자주식회사 광대역 컬러 필터를 포함하는 이미지 센서
US10510787B2 (en) 2017-10-19 2019-12-17 Semiconductor Components Industries, Llc Structures and methods of creating clear pixels
CN107895028B (zh) * 2017-11-17 2019-11-29 天津大学 采用深度学习的草图检索方法
KR102507474B1 (ko) 2018-01-09 2023-03-10 삼성전자주식회사 이미지 센서
US11605153B1 (en) * 2022-01-03 2023-03-14 Microsoft Technology Licensing, Llc Generate super-resolution images from sparse color information

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2015050494A (ja) * 2013-08-30 2015-03-16 日立オートモティブシステムズ株式会社 撮像装置

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Publication number Publication date
CN115039403B (zh) 2024-04-12
WO2021166450A1 (ja) 2021-08-26
TW202135522A (zh) 2021-09-16
EP4109895A1 (en) 2022-12-28
JPWO2021166450A1 (https=) 2021-08-26
KR102776069B1 (ko) 2025-03-07
US20230037953A1 (en) 2023-02-09
KR20220143013A (ko) 2022-10-24
CN115039403A (zh) 2022-09-09
US12273633B2 (en) 2025-04-08
EP4109895A4 (en) 2023-07-26

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