CN106464851B - 使用多视点立体图和经校准的投射器的深度估计 - Google Patents

使用多视点立体图和经校准的投射器的深度估计 Download PDF

Info

Publication number
CN106464851B
CN106464851B CN201580033397.7A CN201580033397A CN106464851B CN 106464851 B CN106464851 B CN 106464851B CN 201580033397 A CN201580033397 A CN 201580033397A CN 106464851 B CN106464851 B CN 106464851B
Authority
CN
China
Prior art keywords
point
depth
location
data
pixel
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.)
Expired - Fee Related
Application number
CN201580033397.7A
Other languages
English (en)
Chinese (zh)
Other versions
CN106464851A (zh
Inventor
A·P·M·考德尔
R·S·斯泽利斯基
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.)
Microsoft Technology Licensing LLC
Original Assignee
Microsoft Technology Licensing LLC
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 Microsoft Technology Licensing LLC filed Critical Microsoft Technology Licensing LLC
Publication of CN106464851A publication Critical patent/CN106464851A/zh
Application granted granted Critical
Publication of CN106464851B publication Critical patent/CN106464851B/zh
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N9/00Details of colour television systems
    • H04N9/12Picture reproducers
    • H04N9/31Projection devices for colour picture display, e.g. using electronic spatial light modulators [ESLM]
    • H04N9/3191Testing thereof
    • H04N9/3194Testing thereof including sensor feedback
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/25Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object
    • G01B11/2513Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object with several lines being projected in more than one direction, e.g. grids, patterns
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/25Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object
    • G01B11/2545Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object with one projection direction and several detection directions, e.g. stereo
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • G06T7/521Depth or shape recovery from laser ranging, e.g. using interferometry; from the projection of structured light
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • G06T7/55Depth or shape recovery from multiple images
    • G06T7/593Depth or shape recovery from multiple images from stereo images
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/20Image signal generators
    • H04N13/271Image signal generators wherein the generated image signals comprise depth maps or disparity maps
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N9/00Details of colour television systems
    • H04N9/12Picture reproducers
    • H04N9/31Projection devices for colour picture display, e.g. using electronic spatial light modulators [ESLM]
    • H04N9/3191Testing thereof
    • 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
    • G06T2207/10048Infrared image

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Theoretical Computer Science (AREA)
  • Optics & Photonics (AREA)
  • Length Measuring Devices By Optical Means (AREA)
  • Image Processing (AREA)
  • Projection Apparatus (AREA)
  • Transforming Electric Information Into Light Information (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Controls And Circuits For Display Device (AREA)
  • Measurement Of Optical Distance (AREA)
  • Image Analysis (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
CN201580033397.7A 2014-06-30 2015-06-25 使用多视点立体图和经校准的投射器的深度估计 Expired - Fee Related CN106464851B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/319,641 US20150381972A1 (en) 2014-06-30 2014-06-30 Depth estimation using multi-view stereo and a calibrated projector
US14/319,641 2014-06-30
PCT/US2015/037564 WO2016003745A1 (en) 2014-06-30 2015-06-25 Depth estimation using multi-view stereo and a calibrated projector

Publications (2)

Publication Number Publication Date
CN106464851A CN106464851A (zh) 2017-02-22
CN106464851B true CN106464851B (zh) 2018-10-12

Family

ID=53719946

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201580033397.7A Expired - Fee Related CN106464851B (zh) 2014-06-30 2015-06-25 使用多视点立体图和经校准的投射器的深度估计

Country Status (10)

Country Link
US (1) US20150381972A1 (enExample)
EP (1) EP3161789A1 (enExample)
JP (1) JP2017528731A (enExample)
KR (1) KR20170023110A (enExample)
CN (1) CN106464851B (enExample)
AU (1) AU2015284556A1 (enExample)
CA (1) CA2949387A1 (enExample)
MX (1) MX2016016736A (enExample)
RU (1) RU2016150826A (enExample)
WO (1) WO2016003745A1 (enExample)

Families Citing this family (51)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DK4296963T3 (da) 2012-08-21 2025-03-03 Adeia Imaging Llc Metode til dybdedetektion i billeder optaget med array-kameraer
US8866912B2 (en) 2013-03-10 2014-10-21 Pelican Imaging Corporation System and methods for calibration of an array camera using a single captured image
US20150381965A1 (en) * 2014-06-27 2015-12-31 Qualcomm Incorporated Systems and methods for depth map extraction using a hybrid algorithm
DE102014113389A1 (de) * 2014-09-17 2016-03-17 Pilz Gmbh & Co. Kg Verfahren und Vorrichtung zum Identifizieren von Strukturelementen eines projizierten Strukturmusters in Kamerabildern
KR20170063827A (ko) * 2014-09-29 2017-06-08 포토네이션 케이맨 리미티드 어레이 카메라들의 동적 교정을 위한 시스템들 및 방법들
US9948920B2 (en) 2015-02-27 2018-04-17 Qualcomm Incorporated Systems and methods for error correction in structured light
JP6484071B2 (ja) * 2015-03-10 2019-03-13 アルプスアルパイン株式会社 物体検出装置
JP6484072B2 (ja) * 2015-03-10 2019-03-13 アルプスアルパイン株式会社 物体検出装置
US10068338B2 (en) * 2015-03-12 2018-09-04 Qualcomm Incorporated Active sensing spatial resolution improvement through multiple receivers and code reuse
WO2016156149A1 (en) * 2015-03-31 2016-10-06 Sony Corporation Imaging system using structured light for depth recovery
US9779328B2 (en) * 2015-08-28 2017-10-03 Intel Corporation Range image generation
US9846943B2 (en) 2015-08-31 2017-12-19 Qualcomm Incorporated Code domain power control for structured light
US20170299379A1 (en) * 2016-04-15 2017-10-19 Lockheed Martin Corporation Precision Hand-Held Scanner
CN106773495B (zh) * 2016-12-14 2018-05-18 深圳奥比中光科技有限公司 多光源投影仪的自动调焦方法与系统
EP3577473B1 (en) 2017-01-31 2025-06-04 Inventio Ag Elevator with a monitoring arrangement for monitoring an integrity of suspension members
US10620316B2 (en) * 2017-05-05 2020-04-14 Qualcomm Incorporated Systems and methods for generating a structured light depth map with a non-uniform codeword pattern
US20190072771A1 (en) * 2017-09-05 2019-03-07 Facebook Technologies, Llc Depth measurement using multiple pulsed structured light projectors
KR102468897B1 (ko) * 2017-10-16 2022-11-21 삼성전자주식회사 깊이 값을 추정하는 방법 및 장치
WO2019125793A1 (en) * 2017-12-20 2019-06-27 Leia Inc. Cross-render multiview camera, system, and method
CN110033481B (zh) * 2018-01-10 2024-07-02 北京三星通信技术研究有限公司 用于进行图像处理的方法和设备
US10944957B2 (en) * 2018-03-22 2021-03-09 Microsoft Technology Licensing, Llc Active stereo matching for depth applications
US10475196B2 (en) * 2018-03-22 2019-11-12 Microsoft Technology Licensing, Llc Hybrid depth detection and movement detection
US10728518B2 (en) * 2018-03-22 2020-07-28 Microsoft Technology Licensing, Llc Movement detection in low light environments
US10565720B2 (en) 2018-03-27 2020-02-18 Microsoft Technology Licensing, Llc External IR illuminator enabling improved head tracking and surface reconstruction for virtual reality
CN108876835A (zh) * 2018-03-28 2018-11-23 北京旷视科技有限公司 深度信息检测方法、装置和系统及存储介质
CN108632593B (zh) * 2018-05-31 2020-05-19 歌尔股份有限公司 彩色汇聚误差的修正方法、装置及设备
CN110650325A (zh) * 2018-06-27 2020-01-03 恩益禧视像设备贸易(深圳)有限公司 投影仪定位装置及其定位方法
CN108833884B (zh) * 2018-07-17 2020-04-03 Oppo广东移动通信有限公司 深度校准方法及装置、终端、可读存储介质及计算机设备
CN110766737B (zh) * 2018-07-26 2023-08-04 富士通株式会社 训练深度估计模型的方法和设备以及存储介质
CN109190484A (zh) * 2018-08-06 2019-01-11 北京旷视科技有限公司 图像处理方法、装置和图像处理设备
US10699430B2 (en) 2018-10-09 2020-06-30 Industrial Technology Research Institute Depth estimation apparatus, autonomous vehicle using the same, and depth estimation method thereof
FR3088510A1 (fr) * 2018-11-09 2020-05-15 Orange Synthese de vues
WO2020181112A1 (en) 2019-03-07 2020-09-10 Alibaba Group Holding Limited Video generating method, apparatus, medium, and terminal
CN111696144B (zh) * 2019-03-11 2024-06-25 北京地平线机器人技术研发有限公司 深度信息确定方法、深度信息确定装置及电子设备
DE112020003985T5 (de) * 2019-08-23 2022-05-19 Ignis Innovation Inc. Aufnahme und Verarbeitung von Bildern zur Kalibrierung von Bildpunktorten
US12316819B1 (en) * 2019-09-24 2025-05-27 Apple Inc. Method and device for perspective correction using a smooth depth map
US11158108B2 (en) * 2019-12-04 2021-10-26 Microsoft Technology Licensing, Llc Systems and methods for providing a mixed-reality pass-through experience
CN113012091A (zh) * 2019-12-20 2021-06-22 中国科学院沈阳计算技术研究所有限公司 一种基于多维单目深度估计的叶轮质量检测方法及装置
US11688073B2 (en) 2020-04-14 2023-06-27 Samsung Electronics Co., Ltd. Method and system for depth map reconstruction
US12235361B2 (en) * 2020-04-22 2025-02-25 Trinamix Gmbh Illumination pattern for object depth measurement
US11475641B2 (en) * 2020-07-21 2022-10-18 Microsoft Technology Licensing, Llc Computer vision cameras for IR light detection
JP7389729B2 (ja) 2020-09-10 2023-11-30 株式会社日立製作所 障害物検知装置、障害物検知システム及び障害物検知方法
US11676293B2 (en) * 2020-11-25 2023-06-13 Meta Platforms Technologies, Llc Methods for depth sensing using candidate images selected based on an epipolar line
WO2022147487A1 (en) * 2021-01-02 2022-07-07 Dreamvu Inc. System and method for generating dewarped image using projection patterns captured from omni-directional stereo cameras
US11615594B2 (en) 2021-01-21 2023-03-28 Samsung Electronics Co., Ltd. Systems and methods for reconstruction of dense depth maps
CN113822925B (zh) * 2021-08-01 2023-12-19 国网江苏省电力有限公司徐州供电分公司 一种异步双目相机的深度估计方法及系统
KR20230049902A (ko) * 2021-10-07 2023-04-14 삼성전자주식회사 거리 센서를 포함하는 전자 장치 및 거리 측정 방법
CN113642565B (zh) * 2021-10-15 2022-02-11 腾讯科技(深圳)有限公司 对象检测方法、装置、设备及计算机可读存储介质
US12106512B2 (en) * 2022-07-29 2024-10-01 Inuitive Ltd. Method and apparatus for structured light calibration
US20240153116A1 (en) * 2022-11-07 2024-05-09 Google Llc Depth Estimation Using a Single Near-Infrared Camera and Dot Illuminator
CN116753843B (zh) * 2023-05-19 2024-04-12 北京建筑大学 工程结构动态位移监测方法、装置、设备及存储介质

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102074020A (zh) * 2010-12-31 2011-05-25 浙江大学 对视频进行多体深度恢复和分割的方法
CN102385237A (zh) * 2010-09-08 2012-03-21 微软公司 基于结构化光和立体视觉的深度相机
CN102938844A (zh) * 2011-10-13 2013-02-20 微软公司 利用立体成像生成自由视点视频
DE202012102541U1 (de) * 2012-07-10 2013-10-18 Sick Ag 3D-Kamera
WO2013166215A1 (en) * 2012-05-01 2013-11-07 Pelican Imaging Corporation CAMERA MODULES PATTERNED WITH pi FILTER GROUPS
WO2013167901A1 (en) * 2012-05-09 2013-11-14 Ncam Technologies Limited A system for mixing or compositing in real-time, computer generated 3d objects and a video feed from a film camera
CN103679739A (zh) * 2013-12-26 2014-03-26 清华大学 基于遮挡区域检测的虚拟视图生成方法
CN103702098A (zh) * 2013-12-09 2014-04-02 上海交通大学 一种时空域联合约束的三视点立体视频深度提取方法

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4056154B2 (ja) * 1997-12-30 2008-03-05 三星電子株式会社 2次元連続映像の3次元映像変換装置及び方法並びに3次元映像の後処理方法
TWI428568B (zh) * 2010-09-03 2014-03-01 Pixart Imaging Inc 測距方法、測距系統與其處理軟體

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102385237A (zh) * 2010-09-08 2012-03-21 微软公司 基于结构化光和立体视觉的深度相机
CN102074020A (zh) * 2010-12-31 2011-05-25 浙江大学 对视频进行多体深度恢复和分割的方法
CN102938844A (zh) * 2011-10-13 2013-02-20 微软公司 利用立体成像生成自由视点视频
WO2013166215A1 (en) * 2012-05-01 2013-11-07 Pelican Imaging Corporation CAMERA MODULES PATTERNED WITH pi FILTER GROUPS
WO2013167901A1 (en) * 2012-05-09 2013-11-14 Ncam Technologies Limited A system for mixing or compositing in real-time, computer generated 3d objects and a video feed from a film camera
DE202012102541U1 (de) * 2012-07-10 2013-10-18 Sick Ag 3D-Kamera
CN103702098A (zh) * 2013-12-09 2014-04-02 上海交通大学 一种时空域联合约束的三视点立体视频深度提取方法
CN103679739A (zh) * 2013-12-26 2014-03-26 清华大学 基于遮挡区域检测的虚拟视图生成方法

Also Published As

Publication number Publication date
KR20170023110A (ko) 2017-03-02
JP2017528731A (ja) 2017-09-28
MX2016016736A (es) 2017-04-27
WO2016003745A1 (en) 2016-01-07
AU2015284556A1 (en) 2016-11-17
CN106464851A (zh) 2017-02-22
EP3161789A1 (en) 2017-05-03
CA2949387A1 (en) 2016-01-07
RU2016150826A (ru) 2018-06-25
US20150381972A1 (en) 2015-12-31
RU2016150826A3 (enExample) 2019-02-27

Similar Documents

Publication Publication Date Title
CN106464851B (zh) 使用多视点立体图和经校准的投射器的深度估计
US10540784B2 (en) Calibrating texture cameras using features extracted from depth images
US20130335535A1 (en) Digital 3d camera using periodic illumination
CN106464853B (zh) 图像处理设备和方法
US20120177283A1 (en) Forming 3d models using two images
US20120177284A1 (en) Forming 3d models using multiple images
TWI493505B (zh) 影像處理方法以及影像處理裝置
US20120176380A1 (en) Forming 3d models using periodic illumination patterns
US20180295340A1 (en) Method and apparatus for determining a depth map for an angle
CN101198964A (zh) 使用红外图案照射创建对象的三维图像
US10620316B2 (en) Systems and methods for generating a structured light depth map with a non-uniform codeword pattern
JP2012527787A (ja) 画像から高速に立体構築を行なう方法
KR20110059506A (ko) 복수의 이미지들로부터 카메라 파라미터를 얻기 위한 시스템과 방법 및 이들의 컴퓨터 프로그램 제품
US9214025B2 (en) Depth estimation using normalized displacement of image pairs
JP2009139995A (ja) ステレオ画像対における画素のリアルタイムマッチングのための装置及びプログラム
US20160245641A1 (en) Projection transformations for depth estimation
CN107346040A (zh) 裸眼3d显示设备的光栅参数的确定方法、装置及电子设备
WO2022122701A1 (en) Apparatus and method for processing a depth map
CN116433848A (zh) 屏幕模型生成方法、装置、电子设备和存储介质
JP3988879B2 (ja) 立体画像生成方法及び立体画像生成装置、ならびに立体画像生成プログラム及び記録媒体
US8340399B2 (en) Method for determining a depth map from images, device for determining a depth map
US20150145861A1 (en) Method and arrangement for model generation
CN113132706A (zh) 基于逆向映射的可控位置虚拟视点生成方法及装置
CN102857772B (zh) 影像处理方法以及影像处理装置
CN117876434A (zh) 基于多级光流估计和神经渲染的人体全息视点生成方法

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20181012

Termination date: 20190625

CF01 Termination of patent right due to non-payment of annual fee