WO2002052835A3 - Automated cropping of electronic images - Google Patents

Automated cropping of electronic images Download PDF

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Publication number
WO2002052835A3
WO2002052835A3 PCT/GB2001/005683 GB0105683W WO02052835A3 WO 2002052835 A3 WO2002052835 A3 WO 2002052835A3 GB 0105683 W GB0105683 W GB 0105683W WO 02052835 A3 WO02052835 A3 WO 02052835A3
Authority
WO
WIPO (PCT)
Prior art keywords
electronic
image
compositional
cropping
automated
Prior art date
Application number
PCT/GB2001/005683
Other languages
French (fr)
Other versions
WO2002052835A2 (en
Inventor
Stephen Philip Cheatle
Original Assignee
Hewlett Packard Co
Stephen Philip Cheatle
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 Hewlett Packard Co, Stephen Philip Cheatle filed Critical Hewlett Packard Co
Priority to EP01272087A priority Critical patent/EP1371017A2/en
Priority to US10/169,841 priority patent/US7133571B2/en
Priority to JP2002553813A priority patent/JP2004520735A/en
Publication of WO2002052835A2 publication Critical patent/WO2002052835A2/en
Publication of WO2002052835A3 publication Critical patent/WO2002052835A3/en

Links

Classifications

    • G06T3/04
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformation in the plane of the image
    • G06T3/40Scaling the whole image or part thereof
    • G06T3/4038Scaling the whole image or part thereof for image mosaicing, i.e. plane images composed of plane sub-images
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/40Analysis of texture
    • G06T7/41Analysis of texture based on statistical description of texture
    • G06T7/44Analysis of texture based on statistical description of texture using image operators, e.g. filters, edge density metrics or local histograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/28Quantising the image, e.g. histogram thresholding for discrimination between background and foreground patterns
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/387Composing, repositioning or otherwise geometrically modifying originals
    • H04N1/3872Repositioning or masking

Abstract

The present invention relates to the automated and semi-automated cropping of electronic images, and in particular to an apparatus and a method of using an electronic camera to capture and crop such electronic images. An electronic imaging processing device (1) for cropping an electronic image comprises an image processing means (6, 8), the image processing means including an electronic processor (6) and firmware and/or software for processing the electronic image. The device (1) processes the electronic image to identify one or more features relevant to the composition of the electronic image, each such feature having one or more compositionally significant properties from amongst a plurality of different predetermined compositional properties, and each such feature occupying a sub-region of the electronic image. Then the device (1) selects one or more compositional rules from a set of predetermined compositional rules, based on the relevance of the compositional rule(s) to the compositionally significant properties of one or more of the identified features. Then the device (1) determines one or more suitable crop boundaries by applying one or more of the selected compositional rules.
PCT/GB2001/005683 2000-12-22 2001-12-20 Automated cropping of electronic images WO2002052835A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
EP01272087A EP1371017A2 (en) 2000-12-22 2001-12-20 Automated cropping of electronic images
US10/169,841 US7133571B2 (en) 2000-12-22 2001-12-20 Automated cropping of electronic images
JP2002553813A JP2004520735A (en) 2000-12-22 2001-12-20 Automatic cropping method and apparatus for electronic images

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB0031423.7 2000-12-22
GB0031423A GB2370438A (en) 2000-12-22 2000-12-22 Automated image cropping using selected compositional rules.

Publications (2)

Publication Number Publication Date
WO2002052835A2 WO2002052835A2 (en) 2002-07-04
WO2002052835A3 true WO2002052835A3 (en) 2003-10-16

Family

ID=9905713

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/GB2001/005683 WO2002052835A2 (en) 2000-12-22 2001-12-20 Automated cropping of electronic images

Country Status (5)

Country Link
US (1) US7133571B2 (en)
EP (1) EP1371017A2 (en)
JP (1) JP2004520735A (en)
GB (1) GB2370438A (en)
WO (1) WO2002052835A2 (en)

Families Citing this family (204)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002052839A2 (en) * 2000-12-22 2002-07-04 Hewlett-Packard Company Image composition evaluation
US7034848B2 (en) * 2001-01-05 2006-04-25 Hewlett-Packard Development Company, L.P. System and method for automatically cropping graphical images
GB2372165A (en) 2001-02-10 2002-08-14 Hewlett Packard Co A method of selectively storing images
GB0116113D0 (en) * 2001-06-30 2001-08-22 Hewlett Packard Co Tilt correction of electronic images
GB2378340A (en) * 2001-07-31 2003-02-05 Hewlett Packard Co Generation of an image bounded by a frame or of overlapping images
US20040201748A1 (en) * 2001-09-12 2004-10-14 Tim Goldstein Extended image digital photography
US7362354B2 (en) * 2002-02-12 2008-04-22 Hewlett-Packard Development Company, L.P. Method and system for assessing the photo quality of a captured image in a digital still camera
US7454707B2 (en) 2002-09-30 2008-11-18 Canon Kabushiki Kaisha Image editing method, image editing apparatus, program for implementing image editing method, and recording medium recording program
US7116716B2 (en) * 2002-11-01 2006-10-03 Microsoft Corporation Systems and methods for generating a motion attention model
US7327890B2 (en) 2002-12-20 2008-02-05 Eastman Kodak Company Imaging method and system for determining an area of importance in an archival image
GB2424535A (en) * 2003-04-30 2006-09-27 Hewlett Packard Co Editing an image and associating sound with it
JP4280656B2 (en) * 2003-06-20 2009-06-17 キヤノン株式会社 Image display device and image display method thereof
US8593542B2 (en) 2005-12-27 2013-11-26 DigitalOptics Corporation Europe Limited Foreground/background separation using reference images
US8896725B2 (en) 2007-06-21 2014-11-25 Fotonation Limited Image capture device with contemporaneous reference image capture mechanism
US7792970B2 (en) 2005-06-17 2010-09-07 Fotonation Vision Limited Method for establishing a paired connection between media devices
US8553949B2 (en) 2004-01-22 2013-10-08 DigitalOptics Corporation Europe Limited Classification and organization of consumer digital images using workflow, and face detection and recognition
US7616233B2 (en) * 2003-06-26 2009-11-10 Fotonation Vision Limited Perfecting of digital image capture parameters within acquisition devices using face detection
US7680342B2 (en) 2004-08-16 2010-03-16 Fotonation Vision Limited Indoor/outdoor classification in digital images
US7440593B1 (en) 2003-06-26 2008-10-21 Fotonation Vision Limited Method of improving orientation and color balance of digital images using face detection information
US9129381B2 (en) 2003-06-26 2015-09-08 Fotonation Limited Modification of post-viewing parameters for digital images using image region or feature information
US7574016B2 (en) 2003-06-26 2009-08-11 Fotonation Vision Limited Digital image processing using face detection information
US8330831B2 (en) 2003-08-05 2012-12-11 DigitalOptics Corporation Europe Limited Method of gathering visual meta data using a reference image
US7362368B2 (en) 2003-06-26 2008-04-22 Fotonation Vision Limited Perfecting the optics within a digital image acquisition device using face detection
US8363951B2 (en) 2007-03-05 2013-01-29 DigitalOptics Corporation Europe Limited Face recognition training method and apparatus
US8682097B2 (en) 2006-02-14 2014-03-25 DigitalOptics Corporation Europe Limited Digital image enhancement with reference images
US8989453B2 (en) 2003-06-26 2015-03-24 Fotonation Limited Digital image processing using face detection information
US8948468B2 (en) 2003-06-26 2015-02-03 Fotonation Limited Modification of viewing parameters for digital images using face detection information
US7844076B2 (en) 2003-06-26 2010-11-30 Fotonation Vision Limited Digital image processing using face detection and skin tone information
US7269292B2 (en) * 2003-06-26 2007-09-11 Fotonation Vision Limited Digital image adjustable compression and resolution using face detection information
US7565030B2 (en) 2003-06-26 2009-07-21 Fotonation Vision Limited Detecting orientation of digital images using face detection information
US8494286B2 (en) 2008-02-05 2013-07-23 DigitalOptics Corporation Europe Limited Face detection in mid-shot digital images
US7620218B2 (en) 2006-08-11 2009-11-17 Fotonation Ireland Limited Real-time face tracking with reference images
US8155397B2 (en) 2007-09-26 2012-04-10 DigitalOptics Corporation Europe Limited Face tracking in a camera processor
US7792335B2 (en) 2006-02-24 2010-09-07 Fotonation Vision Limited Method and apparatus for selective disqualification of digital images
US9692964B2 (en) 2003-06-26 2017-06-27 Fotonation Limited Modification of post-viewing parameters for digital images using image region or feature information
US7317815B2 (en) 2003-06-26 2008-01-08 Fotonation Vision Limited Digital image processing composition using face detection information
US7471846B2 (en) 2003-06-26 2008-12-30 Fotonation Vision Limited Perfecting the effect of flash within an image acquisition devices using face detection
US8498452B2 (en) 2003-06-26 2013-07-30 DigitalOptics Corporation Europe Limited Digital image processing using face detection information
US7315630B2 (en) 2003-06-26 2008-01-01 Fotonation Vision Limited Perfecting of digital image rendering parameters within rendering devices using face detection
EP1646985B1 (en) * 2003-07-11 2008-12-31 Vistaprint Technologies Limited Automated image sizing and cropping
US7339598B2 (en) * 2003-07-11 2008-03-04 Vistaprint Technologies Limited System and method for automated product design
US20050015370A1 (en) * 2003-07-14 2005-01-20 Stavely Donald J. Information management system and method
WO2005015355A2 (en) * 2003-08-07 2005-02-17 Matsushita Electric Industrial Co., Ltd. Automatic image cropping system and method for use with portable devices equipped with digital cameras
US20050036708A1 (en) * 2003-08-11 2005-02-17 David Boll Systems and methods for cropping captured images
JP4355853B2 (en) * 2003-09-18 2009-11-04 カシオ計算機株式会社 Image photographing apparatus and program
US8739060B2 (en) * 2003-09-29 2014-05-27 Eqapez Foundation, L.L.C. Method and system for displaying multiple aspect ratios of a viewport
US7532753B2 (en) 2003-09-29 2009-05-12 Lipsky Scott E Method and system for specifying color of a fill area
US20050134719A1 (en) * 2003-12-23 2005-06-23 Eastman Kodak Company Display device with automatic area of importance display
US20050146631A1 (en) * 2004-01-07 2005-07-07 Shelton Michael J. In-camera cropping to standard photo sizes
US7564994B1 (en) 2004-01-22 2009-07-21 Fotonation Vision Limited Classification system for consumer digital images using automatic workflow and face detection and recognition
JP4214926B2 (en) * 2004-03-04 2009-01-28 株式会社ニコン Electronic still camera
US7660463B2 (en) * 2004-06-03 2010-02-09 Microsoft Corporation Foreground extraction using iterated graph cuts
US8391593B2 (en) * 2004-06-09 2013-03-05 Hewlett-Packard Development Company, L.P. Image processing methods and systems
EP1774478A1 (en) * 2004-07-27 2007-04-18 Hewlett-Packard Development Company, L.P. Document creation system and related methods
US9053754B2 (en) 2004-07-28 2015-06-09 Microsoft Technology Licensing, Llc Thumbnail generation and presentation for recorded TV programs
US7982809B2 (en) 2004-10-06 2011-07-19 Thomson Licensing Method and apparatus for providing a picture cropping function
US8320641B2 (en) 2004-10-28 2012-11-27 DigitalOptics Corporation Europe Limited Method and apparatus for red-eye detection using preview or other reference images
JP4639754B2 (en) * 2004-11-04 2011-02-23 富士ゼロックス株式会社 Image processing device
US8503800B2 (en) 2007-03-05 2013-08-06 DigitalOptics Corporation Europe Limited Illumination detection using classifier chains
US7315631B1 (en) 2006-08-11 2008-01-01 Fotonation Vision Limited Real-time face tracking in a digital image acquisition device
US7715597B2 (en) 2004-12-29 2010-05-11 Fotonation Ireland Limited Method and component for image recognition
JP4541951B2 (en) * 2005-03-31 2010-09-08 キヤノン株式会社 Image processing apparatus, image processing method, and program
TWI309026B (en) * 2005-04-12 2009-04-21 Newsoft Technology Corp Method for auto-cropping image objects and method for detecting image object contour
US7693304B2 (en) * 2005-05-12 2010-04-06 Hewlett-Packard Development Company, L.P. Method and system for image quality calculation
US7760956B2 (en) 2005-05-12 2010-07-20 Hewlett-Packard Development Company, L.P. System and method for producing a page using frames of a video stream
US7843466B2 (en) * 2005-07-29 2010-11-30 Vistaprint Technologies Limited Automated image framing
US7529390B2 (en) * 2005-10-03 2009-05-05 Microsoft Corporation Automatically cropping an image
US8180826B2 (en) * 2005-10-31 2012-05-15 Microsoft Corporation Media sharing and authoring on the web
US8196032B2 (en) 2005-11-01 2012-06-05 Microsoft Corporation Template-based multimedia authoring and sharing
JP2007157063A (en) * 2005-12-08 2007-06-21 Sony Corp Image processor, image processing method and computer program
US7804983B2 (en) 2006-02-24 2010-09-28 Fotonation Vision Limited Digital image acquisition control and correction method and apparatus
EP2033142B1 (en) 2006-06-12 2011-01-26 Tessera Technologies Ireland Limited Advances in extending the aam techniques from grayscale to color images
KR20070120403A (en) * 2006-06-19 2007-12-24 삼성전자주식회사 Image editing apparatus and method
US20080019669A1 (en) * 2006-07-18 2008-01-24 Sahra Reza Girshick Automatically editing video data
EP2050043A2 (en) 2006-08-02 2009-04-22 Fotonation Vision Limited Face recognition with combined pca-based datasets
US7916897B2 (en) 2006-08-11 2011-03-29 Tessera Technologies Ireland Limited Face tracking for controlling imaging parameters
US7403643B2 (en) 2006-08-11 2008-07-22 Fotonation Vision Limited Real-time face tracking in a digital image acquisition device
JP4460560B2 (en) * 2006-09-29 2010-05-12 富士フイルム株式会社 Imaging apparatus and imaging method
US20080101761A1 (en) * 2006-10-31 2008-05-01 Simon Widdowson Weighted occlusion costing
US9344548B2 (en) 2006-12-28 2016-05-17 Blackberry Limited Method for saving an image from a camera application of a portable electronic device
US8055067B2 (en) 2007-01-18 2011-11-08 DigitalOptics Corporation Europe Limited Color segmentation
FR2912237A1 (en) 2007-02-07 2008-08-08 Thomson Licensing Sas IMAGE PROCESSING METHOD
EP2115662B1 (en) 2007-02-28 2010-06-23 Fotonation Vision Limited Separating directional lighting variability in statistical face modelling based on texture space decomposition
JP4970557B2 (en) 2007-03-05 2012-07-11 デジタルオプティックス・コーポレイション・ヨーロッパ・リミテッド Face search and detection in digital image capture device
WO2008109622A1 (en) 2007-03-05 2008-09-12 Fotonation Vision Limited Face categorization and annotation of a mobile phone contact list
US8132096B1 (en) * 2007-03-26 2012-03-06 Hewlett-Packard Development Company, L.P. Image composition evaluation
US8289371B2 (en) * 2007-05-21 2012-10-16 Polycom, Inc. Smart cropping of video images in a videoconferencing session
US8446454B2 (en) * 2007-05-21 2013-05-21 Polycom, Inc. Dynamic adaption of a continuous presence videoconferencing layout based on video content
US7916971B2 (en) 2007-05-24 2011-03-29 Tessera Technologies Ireland Limited Image processing method and apparatus
JP2008306236A (en) * 2007-06-05 2008-12-18 Sony Corp Image display device, image display method, program of image display method, and recording medium where program of image display method is recorded
JP4750758B2 (en) * 2007-06-20 2011-08-17 日本電信電話株式会社 Attention area extraction method, attention area extraction device, computer program, and recording medium
GB2451483B (en) * 2007-07-31 2012-05-30 Hewlett Packard Development Co Image processing method, system and computer readable medium
GB2456494A (en) * 2007-07-31 2009-07-22 Hewlett Packard Development Co Photographic montage creation using automatic cropping controlled by characteristics of the images
KR20100038168A (en) 2007-08-03 2010-04-13 각고호우징 게이오기주크 Composition analysis method, image device having composition analysis function, composition analysis program, and computer-readable recording medium
US8189963B2 (en) * 2007-11-13 2012-05-29 Microsoft Corporation Matching advertisements to visual media objects
FR2925705A1 (en) * 2007-12-20 2009-06-26 Thomson Licensing Sas IMAGE CAPTURE ASSISTING DEVICE
KR20090067913A (en) * 2007-12-21 2009-06-25 삼성디지털이미징 주식회사 Apparatus and method for trimming image
US8750578B2 (en) 2008-01-29 2014-06-10 DigitalOptics Corporation Europe Limited Detecting facial expressions in digital images
CN101527040B (en) * 2008-03-05 2012-12-19 华为终端有限公司 Method and system for processing images
US7855737B2 (en) 2008-03-26 2010-12-21 Fotonation Ireland Limited Method of making a digital camera image of a scene including the camera user
EP2107787A1 (en) * 2008-03-31 2009-10-07 FUJIFILM Corporation Image trimming device
CN103475837B (en) 2008-05-19 2017-06-23 日立麦克赛尔株式会社 Record reproducing device and method
US20090295787A1 (en) * 2008-06-02 2009-12-03 Amlogic, Inc. Methods for Displaying Objects of Interest on a Digital Display Device
JP5322517B2 (en) * 2008-07-08 2013-10-23 キヤノン株式会社 Image processing apparatus and method
US9547799B2 (en) * 2008-07-17 2017-01-17 Sharp Laboratories Of America, Inc. Methods and systems for content-boundary detection
WO2010012448A2 (en) 2008-07-30 2010-02-04 Fotonation Ireland Limited Automatic face and skin beautification using face detection
US8867779B2 (en) * 2008-08-28 2014-10-21 Microsoft Corporation Image tagging user interface
US8396246B2 (en) * 2008-08-28 2013-03-12 Microsoft Corporation Tagging images with labels
US8150169B2 (en) * 2008-09-16 2012-04-03 Viewdle Inc. System and method for object clustering and identification in video
US9165388B2 (en) * 2008-09-22 2015-10-20 International Business Machines Corporation Method of automatic cropping
AU2009298416B8 (en) 2008-10-03 2013-08-29 3M Innovative Properties Company Systems and methods for evaluating robustness
KR20110081240A (en) * 2008-10-03 2011-07-13 쓰리엠 이노베이티브 프로퍼티즈 컴파니 Systems and methods for multi-perspective scene analysis
WO2010063463A2 (en) 2008-12-05 2010-06-10 Fotonation Ireland Limited Face recognition using face tracker classifier data
AU2008259357B2 (en) * 2008-12-18 2010-09-16 Canon Kabushiki Kaisha Automatic image cropping
KR20110106401A (en) * 2008-12-23 2011-09-28 코닌클리케 필립스 일렉트로닉스 엔.브이. Image scaling curve generation
JP5218071B2 (en) * 2009-01-07 2013-06-26 ソニー株式会社 Image processing apparatus, image processing method, and program
US9020298B2 (en) * 2009-04-15 2015-04-28 Microsoft Technology Licensing, Llc Automated image cropping to include particular subjects
EP2249307B1 (en) * 2009-05-05 2019-07-03 InterDigital Madison Patent Holdings Method for image reframing
JP2012527005A (en) * 2009-05-13 2012-11-01 ティーピー ビジョン ホールディング ビー ヴィ Display device and method therefor
JP5525757B2 (en) * 2009-05-18 2014-06-18 オリンパス株式会社 Image processing apparatus, electronic device, and program
US8665375B2 (en) * 2009-06-22 2014-03-04 Wsi Corporation Apparatus and method for tracking the location of a pointing element in a cropped video field
WO2010151255A1 (en) 2009-06-24 2010-12-29 Hewlett-Packard Development Company, L.P. Image album creation
US8406515B2 (en) * 2009-06-24 2013-03-26 Hewlett-Packard Development Company, L.P. Method for automatically cropping digital images
US8180178B2 (en) * 2009-06-24 2012-05-15 Hewlett-Packard Development Company, L.P. Autocropping and autolayout method for digital images
JP4844657B2 (en) * 2009-07-31 2011-12-28 カシオ計算機株式会社 Image processing apparatus and method
US8379917B2 (en) 2009-10-02 2013-02-19 DigitalOptics Corporation Europe Limited Face recognition performance using additional image features
US8873864B2 (en) * 2009-12-16 2014-10-28 Sharp Laboratories Of America, Inc. Methods and systems for automatic content-boundary detection
US8209632B2 (en) * 2010-01-26 2012-06-26 Apple Inc. Image mask interface
US20110305397A1 (en) * 2010-03-08 2011-12-15 Robinson Piramuthu Systems and methods for retargeting an image utilizing a saliency map
US8861864B2 (en) * 2010-03-11 2014-10-14 Qualcomm Incorporated Image feature detection based on application of multiple feature detectors
US8363984B1 (en) 2010-07-13 2013-01-29 Google Inc. Method and system for automatically cropping images
US9070182B1 (en) 2010-07-13 2015-06-30 Google Inc. Method and system for automatically cropping images
US20120086723A1 (en) * 2010-10-08 2012-04-12 John Fairfield Dynamic Cropping of Visual Content
US8836777B2 (en) 2011-02-25 2014-09-16 DigitalOptics Corporation Europe Limited Automatic detection of vertical gaze using an embedded imaging device
CN102129349B (en) * 2011-03-18 2012-09-19 山东大学 Method for adaptively displaying image by taking visual transfer mechanism as guide
EP3457354B1 (en) * 2011-04-08 2020-02-19 Dolby Laboratories Licensing Corporation Definition of global image transformations
US8923629B2 (en) 2011-04-27 2014-12-30 Hewlett-Packard Development Company, L.P. System and method for determining co-occurrence groups of images
CN103502936B (en) * 2011-05-06 2018-02-06 惠普发展公司,有限责任合伙企业 Automated systems and methods based on image
CN102779338B (en) * 2011-05-13 2017-05-17 欧姆龙株式会社 Image processing method and image processing device
EP2549754A1 (en) * 2011-07-19 2013-01-23 Thomson Licensing Method and apparatus for reframing and encoding an original video signal
US9008436B2 (en) * 2011-10-28 2015-04-14 Intellectual Ventures Fund 83 Llc Image recomposition from face detection and facial features
US9025835B2 (en) 2011-10-28 2015-05-05 Intellectual Ventures Fund 83 Llc Image recomposition from face detection and facial features
US8811747B2 (en) 2011-10-28 2014-08-19 Intellectual Ventures Fund 83 Llc Image recomposition from face detection and facial features
US9025836B2 (en) * 2011-10-28 2015-05-05 Intellectual Ventures Fund 83 Llc Image recomposition from face detection and facial features
US8938100B2 (en) 2011-10-28 2015-01-20 Intellectual Ventures Fund 83 Llc Image recomposition from face detection and facial features
US9558575B2 (en) 2012-02-28 2017-01-31 Blackberry Limited Methods and devices for selecting objects in images
US8891883B2 (en) 2012-05-15 2014-11-18 Google Inc. Summarizing a photo album in a social network system
US9595298B2 (en) 2012-07-18 2017-03-14 Microsoft Technology Licensing, Llc Transforming data to create layouts
CN104584536A (en) * 2012-08-27 2015-04-29 索尼公司 Display control apparatus, display control system, and display control method
JP5882975B2 (en) * 2012-12-26 2016-03-09 キヤノン株式会社 Image processing apparatus, imaging apparatus, image processing method, and recording medium
KR101999137B1 (en) * 2013-01-03 2019-07-11 삼성전자주식회사 Apparatus and method for processing an image in device having an camera
US10783615B2 (en) 2013-03-13 2020-09-22 Kofax, Inc. Content-based object detection, 3D reconstruction, and data extraction from digital images
US11620733B2 (en) 2013-03-13 2023-04-04 Kofax, Inc. Content-based object detection, 3D reconstruction, and data extraction from digital images
US8712566B1 (en) 2013-03-14 2014-04-29 Zazzle Inc. Segmentation of a product markup image based on color and color differences
KR20140112774A (en) * 2013-03-14 2014-09-24 삼성전자주식회사 Image editing method, machine-readable storage medium and terminal
US9607235B2 (en) * 2013-03-14 2017-03-28 Facebook, Inc. Image cropping according to points of interest
WO2014186392A2 (en) * 2013-05-14 2014-11-20 Google Inc. Summarizing a photo album
CN105659286B (en) 2013-09-18 2021-09-28 英特尔公司 Automated image cropping and sharing
US9292756B2 (en) * 2013-12-10 2016-03-22 Dropbox, Inc. Systems and methods for automated image cropping
US20150186341A1 (en) * 2013-12-26 2015-07-02 Joao Redol Automated unobtrusive scene sensitive information dynamic insertion into web-page image
US9245347B2 (en) * 2014-01-30 2016-01-26 Adobe Systems Incorporated Image Cropping suggestion
US9251594B2 (en) * 2014-01-30 2016-02-02 Adobe Systems Incorporated Cropping boundary simplicity
JP5731033B2 (en) * 2014-02-26 2015-06-10 オリンパス株式会社 Image processing apparatus, electronic device, and program
JP6330385B2 (en) * 2014-03-13 2018-05-30 オムロン株式会社 Image processing apparatus, image processing method, and program
US9478006B2 (en) * 2014-03-28 2016-10-25 Adobe Systems Incorporated Content aware cropping
WO2015200350A1 (en) 2014-06-24 2015-12-30 Google Inc. Ranking and selecting images for display from a set of images
US9626768B2 (en) 2014-09-30 2017-04-18 Microsoft Technology Licensing, Llc Optimizing a visual perspective of media
US10282069B2 (en) 2014-09-30 2019-05-07 Microsoft Technology Licensing, Llc Dynamic presentation of suggested content
US9626584B2 (en) * 2014-10-09 2017-04-18 Adobe Systems Incorporated Image cropping suggestion using multiple saliency maps
US9805445B2 (en) * 2014-10-27 2017-10-31 Adobe Systems Incorporated Image zooming
GB201501311D0 (en) * 2015-01-27 2015-03-11 Apical Ltd Method, system and computer program product
US9684987B1 (en) 2015-02-26 2017-06-20 A9.Com, Inc. Image manipulation for electronic display
US10101891B1 (en) 2015-03-27 2018-10-16 Google Llc Computer-assisted image cropping
US9916861B2 (en) 2015-06-17 2018-03-13 International Business Machines Corporation Editing media on a mobile device before transmission
US9922411B2 (en) * 2015-11-30 2018-03-20 Disney Enterprises, Inc. Saliency-weighted video quality assessment
US11282165B2 (en) 2016-02-26 2022-03-22 Netflix, Inc. Dynamically cropping digital content for display in any aspect ratio
US10198838B2 (en) * 2016-03-31 2019-02-05 Qualcomm Incorporated Geometric work scheduling with dynamic and probabilistic work trimming
US10380228B2 (en) 2017-02-10 2019-08-13 Microsoft Technology Licensing, Llc Output generation based on semantic expressions
WO2018176000A1 (en) 2017-03-23 2018-09-27 DeepScale, Inc. Data synthesis for autonomous control systems
US11157441B2 (en) 2017-07-24 2021-10-26 Tesla, Inc. Computational array microprocessor system using non-consecutive data formatting
US11409692B2 (en) 2017-07-24 2022-08-09 Tesla, Inc. Vector computational unit
US11893393B2 (en) 2017-07-24 2024-02-06 Tesla, Inc. Computational array microprocessor system with hardware arbiter managing memory requests
US10671349B2 (en) 2017-07-24 2020-06-02 Tesla, Inc. Accelerated mathematical engine
US10803350B2 (en) * 2017-11-30 2020-10-13 Kofax, Inc. Object detection and image cropping using a multi-detector approach
US11561791B2 (en) 2018-02-01 2023-01-24 Tesla, Inc. Vector computational unit receiving data elements in parallel from a last row of a computational array
US10984503B1 (en) 2018-03-02 2021-04-20 Autodata Solutions, Inc. Method and system for vehicle image repositioning using machine learning
US11270168B1 (en) 2018-03-02 2022-03-08 Autodata Solutions, Inc. Method and system for vehicle image classification
US10699413B1 (en) 2018-03-23 2020-06-30 Carmax Business Services, Llc Automatic image cropping systems and methods
US10748021B2 (en) * 2018-05-11 2020-08-18 Samsung Electronics Co., Ltd. Method of analyzing objects in images recorded by a camera of a head mounted device
US11215999B2 (en) 2018-06-20 2022-01-04 Tesla, Inc. Data pipeline and deep learning system for autonomous driving
US11361457B2 (en) 2018-07-20 2022-06-14 Tesla, Inc. Annotation cross-labeling for autonomous control systems
US11636333B2 (en) 2018-07-26 2023-04-25 Tesla, Inc. Optimizing neural network structures for embedded systems
US11562231B2 (en) 2018-09-03 2023-01-24 Tesla, Inc. Neural networks for embedded devices
JP7347435B2 (en) * 2018-09-12 2023-09-20 ソニーグループ株式会社 Image processing device, program and image processing method
AU2019357615B2 (en) 2018-10-11 2023-09-14 Tesla, Inc. Systems and methods for training machine models with augmented data
US11196678B2 (en) 2018-10-25 2021-12-07 Tesla, Inc. QOS manager for system on a chip communications
US11816585B2 (en) 2018-12-03 2023-11-14 Tesla, Inc. Machine learning models operating at different frequencies for autonomous vehicles
US11537811B2 (en) 2018-12-04 2022-12-27 Tesla, Inc. Enhanced object detection for autonomous vehicles based on field view
US11610117B2 (en) 2018-12-27 2023-03-21 Tesla, Inc. System and method for adapting a neural network model on a hardware platform
US10997461B2 (en) 2019-02-01 2021-05-04 Tesla, Inc. Generating ground truth for machine learning from time series elements
US11567514B2 (en) 2019-02-11 2023-01-31 Tesla, Inc. Autonomous and user controlled vehicle summon to a target
US10956755B2 (en) 2019-02-19 2021-03-23 Tesla, Inc. Estimating object properties using visual image data
CN110176049B (en) * 2019-05-28 2023-04-28 成都依能科技股份有限公司 Method for generating picture and PPT (point-to-point) by electronic blackboard writing
US20210398333A1 (en) * 2020-06-19 2021-12-23 Apple Inc. Smart Cropping of Images

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0824246A2 (en) * 1996-08-06 1998-02-18 Xerox Corporation Automatic image cropping
EP1158464A1 (en) * 2000-05-22 2001-11-28 Eastman Kodak Company Method of automatically crop and zoom a digitized photographic image

Family Cites Families (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5840172B2 (en) 1973-07-28 1983-09-03 沖電気工業株式会社 camera
US4317620A (en) 1980-01-17 1982-03-02 Polaroid Corporation Variable proportional fill flash
US4384336A (en) 1980-08-29 1983-05-17 Polaroid Corporation Method and apparatus for lightness imaging
GB2124055B (en) 1982-07-09 1987-06-24 Fuji Photo Film Co Ltd Picture image input/output system
US4423936A (en) 1982-07-26 1984-01-03 Polaroid Corporation Photographic exposure control system and method
US4541704A (en) 1984-09-10 1985-09-17 Polaroid Corporation Photographic camera with electronic image enhancement
US4605970A (en) 1984-10-01 1986-08-12 Tektronix, Inc. Method and apparatus for calibrating an optical document digitizer
US4724330A (en) 1986-09-24 1988-02-09 Xerox Corporation Self aligning raster input scanner
JPH0514271Y2 (en) 1990-02-16 1993-04-16
EP0456414A3 (en) 1990-05-11 1992-05-20 Matsushita Electric Industrial Co., Ltd Slant correction for a video camera apparatus
US5091654A (en) 1990-08-28 1992-02-25 Xerox Corporation Method of automatically setting document registration and locating calibration strip
JP3139028B2 (en) 1991-02-04 2001-02-26 株式会社ニコン Imaging equipment
JPH0659430A (en) 1992-08-07 1994-03-04 Toppan Printing Co Ltd Layout scanner and trimming and layout method
JP3074967B2 (en) 1992-10-27 2000-08-07 松下電器産業株式会社 High dynamic range imaging / synthesis method and high dynamic range imaging apparatus
EP0622722B1 (en) 1993-04-30 2002-07-17 Xerox Corporation Interactive copying system
US5384615A (en) 1993-06-08 1995-01-24 Industrial Technology Research Institute Ambient depth-of-field simulation exposuring method
US5517242A (en) 1993-06-29 1996-05-14 Kabushiki Kaisha Toyota Chuo Kenkyusho Image sensing device having expanded dynamic range
JPH07219017A (en) 1994-02-04 1995-08-18 Nikon Corp Camera with warning function
WO1995032581A1 (en) 1994-05-23 1995-11-30 Out-Takes, Inc. Seamless composite photography system
US5666186A (en) 1994-07-20 1997-09-09 Eastman Kodak Company Text interface for still photographic camera with data recording capability
JPH08336069A (en) 1995-04-13 1996-12-17 Eastman Kodak Co Electronic still camera
GB9614837D0 (en) 1996-07-12 1996-09-04 Rank Xerox Ltd Interactive desktop system with multiple image capture and display modes
GB2350251B (en) 1996-07-29 2001-01-03 Eastman Kodak Co A system for custom imprinting a variety of articles with images obtained from a variety of different sources
US5973734A (en) 1997-07-09 1999-10-26 Flashpoint Technology, Inc. Method and apparatus for correcting aspect ratio in a camera graphical user interface
JP2003532934A (en) * 1997-08-28 2003-11-05 クァリア・コンピューティング・インコーポレーテッド Method and system for automatic detection of clustered microcalcifications from digital mammograms
AUPO960197A0 (en) * 1997-10-03 1997-10-30 Canon Information Systems Research Australia Pty Ltd Multi-media editing method and apparatus
EP0912047B1 (en) 1997-10-23 2004-04-07 Olympus Optical Co., Ltd. Imaging apparatus comprising means for expanding the dynamic range
KR100253203B1 (en) * 1997-10-29 2000-04-15 구자홍 The objection extraction method using motion picture
US5987270A (en) 1997-12-17 1999-11-16 Hewlett-Packard Company Digital copying machine that automasks data for small originals if a document feeder is present
US6310984B2 (en) 1998-04-09 2001-10-30 Hewlett-Packard Company Image processing system with image cropping and skew correction
JP2002534011A (en) 1998-12-22 2002-10-08 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ Method and apparatus for forming an image of an object from a plurality of images
JP2000244800A (en) 1999-02-22 2000-09-08 Victor Co Of Japan Ltd Image pickup device
JP2000331156A (en) * 1999-05-17 2000-11-30 Internatl Business Mach Corp <Ibm> Method for automatically deciding tracker set along outline and storage medium storing program for execution of the method
US6813395B1 (en) * 1999-07-14 2004-11-02 Fuji Photo Film Co., Ltd. Image searching method and image processing method
JP2001148843A (en) 1999-11-18 2001-05-29 Mega Chips Corp Image pickup device and criminal prevention system using the image pickup device
US6671405B1 (en) * 1999-12-14 2003-12-30 Eastman Kodak Company Method for automatic assessment of emphasis and appeal in consumer images
US6556721B1 (en) * 2000-01-07 2003-04-29 Mustek Systems Inc. Method for image auto-cropping
US6747690B2 (en) 2000-07-11 2004-06-08 Phase One A/S Digital camera with integrated accelerometers
US6654507B2 (en) 2000-12-14 2003-11-25 Eastman Kodak Company Automatically producing an image of a portion of a photographic image
WO2002052839A2 (en) * 2000-12-22 2002-07-04 Hewlett-Packard Company Image composition evaluation
US20020152291A1 (en) * 2001-02-16 2002-10-17 Fernandez Karin Henriette Hackin Universal customization tool for providing customized computer programs
GB2378340A (en) 2001-07-31 2003-02-05 Hewlett Packard Co Generation of an image bounded by a frame or of overlapping images

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0824246A2 (en) * 1996-08-06 1998-02-18 Xerox Corporation Automatic image cropping
EP1158464A1 (en) * 2000-05-22 2001-11-28 Eastman Kodak Company Method of automatically crop and zoom a digitized photographic image

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
HACHIMURA K ET AL: "Image retrieval based on compositional features and interactive query specification", PATTERN RECOGNITION, 2000. PROCEEDINGS. 15TH INTERNATIONAL CONFERENCE ON SEPTEMBER 3-7, 2000, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 3 September 2000 (2000-09-03), pages 262 - 266, XP010533070, ISBN: 0-7695-0750-6 *
ORDONEZ C ET AL: "Discovering association rules based on image content", RESEARCH AND TECHNOLOGY ADVANCES IN DIGITAL LIBRARIES, 1999. PROCEEDINGS. IEEE FORUM ON BALTIMORE, MD, USA 19-21 MAY 1999, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 19 May 1999 (1999-05-19), pages 38 - 49, XP010340018, ISBN: 0-7695-0219-9 *

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