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AU2001271847A1 - Method and apparatus for enhancing data resolution - Google Patents

Method and apparatus for enhancing data resolution

Info

Publication number
AU2001271847A1
AU2001271847A1 AU2001271847A AU7184701A AU2001271847A1 AU 2001271847 A1 AU2001271847 A1 AU 2001271847A1 AU 2001271847 A AU2001271847 A AU 2001271847A AU 7184701 A AU7184701 A AU 7184701A AU 2001271847 A1 AU2001271847 A1 AU 2001271847A1
Authority
AU
Australia
Prior art keywords
data resolution
enhancing data
enhancing
resolution
data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
AU2001271847A
Inventor
Srinivasa G. Narasimhan
Shree K. Nayar
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Columbia University in the City of New York
Original Assignee
Columbia University in the City of New York
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Columbia University in the City of New York filed Critical Columbia University in the City of New York
Publication of AU2001271847A1 publication Critical patent/AU2001271847A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/40Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4015Image demosaicing, e.g. colour filter arrays [CFA] or Bayer patterns
    • 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
    • G06N3/084Backpropagation, e.g. using gradient descent
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/40Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4007Scaling of whole images or parts thereof, e.g. expanding or contracting based on interpolation, e.g. bilinear interpolation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/102Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
    • H04N19/117Filters, e.g. for pre-processing or post-processing
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/154Measured or subjectively estimated visual quality after decoding, e.g. measurement of distortion
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/80Details of filtering operations specially adapted for video compression, e.g. for pixel interpolation

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Computational Mathematics (AREA)
  • Molecular Biology (AREA)
  • Algebra (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Processing (AREA)
  • Color Television Image Signal Generators (AREA)
  • Studio Devices (AREA)
  • Length Measuring Devices By Optical Means (AREA)
AU2001271847A 2000-07-06 2001-07-06 Method and apparatus for enhancing data resolution Abandoned AU2001271847A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US21639500P 2000-07-06 2000-07-06
US60/216,395 2000-07-06
PCT/US2001/021311 WO2002005208A2 (en) 2000-07-06 2001-07-06 Method and apparatus for enhancing data resolution

Publications (1)

Publication Number Publication Date
AU2001271847A1 true AU2001271847A1 (en) 2002-01-21

Family

ID=22806896

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2001271847A Abandoned AU2001271847A1 (en) 2000-07-06 2001-07-06 Method and apparatus for enhancing data resolution

Country Status (5)

Country Link
JP (1) JP4234420B2 (en)
KR (1) KR100850729B1 (en)
CN (1) CN1520580A (en)
AU (1) AU2001271847A1 (en)
WO (1) WO2002005208A2 (en)

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JP3996631B2 (en) 2005-09-09 2007-10-24 松下電器産業株式会社 Image processing method, image recording method, image processing apparatus, and image file format
WO2007054931A2 (en) * 2005-11-10 2007-05-18 D-Blur Technologies Ltd. Image enhancement in the mosaic domain
US7742636B2 (en) * 2006-01-26 2010-06-22 Nethra Imaging Inc. Method and apparatus for scaling down a bayer domain image
US8264594B2 (en) * 2007-07-25 2012-09-11 Candela Microsystems (S) Pte. Ltd. Exposure control for an imaging system
US8564700B2 (en) * 2007-12-07 2013-10-22 Panasonic Corporation Image processing device, image processing method, and imaging device using a patterned polarizer
JP5057389B2 (en) 2008-03-31 2012-10-24 富士フイルム株式会社 Imaging device
US7964840B2 (en) * 2008-06-19 2011-06-21 Omnivision Technologies, Inc. High dynamic range image sensor including polarizer and microlens
EP2403233B1 (en) 2008-10-10 2022-12-28 Samsung Electronics Co., Ltd. Image processing apparatus and method
JP2010109798A (en) * 2008-10-31 2010-05-13 Fujifilm Corp Imaging apparatus
CN101976435B (en) * 2010-10-07 2012-10-24 西安电子科技大学 Combination learning super-resolution method based on dual constraint
EP3259919A1 (en) 2015-02-19 2017-12-27 Magic Pony Technology Limited Enhancing visual data using strided convolutions
GB201603144D0 (en) 2016-02-23 2016-04-06 Magic Pony Technology Ltd Training end-to-end video processes
GB201604672D0 (en) 2016-03-18 2016-05-04 Magic Pony Technology Ltd Generative methods of super resolution
EP3278559B1 (en) 2015-03-31 2021-05-05 Magic Pony Technology Limited Training end-to-end video processes
EP3298579B1 (en) 2016-04-12 2021-07-21 Magic Pony Technology Limited Visual data processing using energy networks
GB201607994D0 (en) 2016-05-06 2016-06-22 Magic Pony Technology Ltd Encoder pre-analyser
US10701394B1 (en) 2016-11-10 2020-06-30 Twitter, Inc. Real-time video super-resolution with spatio-temporal networks and motion compensation
CN110770787B (en) * 2017-06-16 2023-04-07 杜比实验室特许公司 Efficient end-to-end single-layer reverse display management coding
US11957515B2 (en) * 2018-02-27 2024-04-16 Koninklijke Philips N.V. Ultrasound system with a neural network for producing images from undersampled ultrasound data
CN109284719A (en) * 2018-09-28 2019-01-29 成都臻识科技发展有限公司 A kind of primary data processing method and system based on machine learning
CN109451249A (en) * 2018-11-23 2019-03-08 中国科学院长春光学精密机械与物理研究所 A kind of method, device and equipment improving numeric field TDI imaging dynamic range
MX2021011131A (en) * 2019-03-15 2021-10-14 Interdigital Vc Holdings Inc DEEP NEURAL NETWORK COMPRESSION BASED ON LOW DISPLACEMENT RANGE.
CN110189419B (en) * 2019-05-27 2022-09-16 西南交通大学 Vehicle-mounted Lidar steel rail point cloud extraction method based on generalized neighborhood height difference
KR20200142883A (en) * 2019-06-13 2020-12-23 엘지이노텍 주식회사 Camera Device and Image Generation Method Of Camera Device
KR102242939B1 (en) * 2019-06-13 2021-04-21 엘지이노텍 주식회사 Camera Device and Image Generation Method Of Camera Device
TWI850401B (en) * 2019-06-13 2024-08-01 韓商Lg伊諾特股份有限公司 Camera device and image generation method of camera device
KR102728942B1 (en) * 2019-10-21 2024-11-13 엘지이노텍 주식회사 Image Processing Apparatus and Image Processing Method
KR102695526B1 (en) * 2019-06-19 2024-08-14 삼성전자주식회사 Method and device to improve resolution of radar
KR102213765B1 (en) * 2019-08-09 2021-02-08 엘지이노텍 주식회사 An Image Sensor, A Camera Module And Optical Device Comprising A Camera Module
KR20210043933A (en) * 2019-10-14 2021-04-22 엘지이노텍 주식회사 Image Processing Apparatus and Image Processing Method
KR102428840B1 (en) * 2019-10-16 2022-08-04 (주)아인스에스엔씨 Computing system implementing and operating models describing transition between multiple resolution-based models
CN110728648B (en) * 2019-10-25 2022-07-19 北京迈格威科技有限公司 Image fusion method, device, electronic device and readable storage medium
KR102860331B1 (en) * 2019-11-20 2025-09-16 삼성전자주식회사 Method and device to improve radar data using reference data
US12112261B2 (en) 2019-12-13 2024-10-08 Hewlett Packard Enterprise Development Lp System and method for model parameter optimization
KR20210018381A (en) * 2021-02-02 2021-02-17 엘지이노텍 주식회사 An Image Sensor, A Camera Module And Optical Device Comprising A Camera Module
KR102720568B1 (en) * 2022-05-25 2024-10-21 고성윤 Method and apparatus of generating Super-Resolution image for the target object in Synthetic Aperture Radar image using deep learning
KR102669780B1 (en) * 2022-09-15 2024-05-28 엘아이지넥스원 주식회사 Onboard electric device and method of performing target detection monitoring
CN117314795B (en) * 2023-11-30 2024-02-27 成都玖锦科技有限公司 SAR image enhancement method by using background data

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EP0930789B1 (en) * 1998-01-20 2005-03-23 Hewlett-Packard Company, A Delaware Corporation Colour image pickup device

Also Published As

Publication number Publication date
JP4234420B2 (en) 2009-03-04
CN1520580A (en) 2004-08-11
KR20030020357A (en) 2003-03-08
WO2002005208A3 (en) 2003-06-26
JP2004518312A (en) 2004-06-17
WO2002005208A2 (en) 2002-01-17
KR100850729B1 (en) 2008-08-06

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