CN108352056B - 用于校正错误深度信息的系统和方法 - Google Patents

用于校正错误深度信息的系统和方法 Download PDF

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CN108352056B
CN108352056B CN201680065690.6A CN201680065690A CN108352056B CN 108352056 B CN108352056 B CN 108352056B CN 201680065690 A CN201680065690 A CN 201680065690A CN 108352056 B CN108352056 B CN 108352056B
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depth
information
depth map
map
sensor
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CN108352056A (zh
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A·J·林德纳
K·M·阿塔纳索夫
S·M·维罗尔
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Qualcomm Inc
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    • 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/50Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/20Linear translation of whole images or parts thereof, e.g. panning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/60Rotation of whole images or parts thereof
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/10Processing, recording or transmission of stereoscopic or multi-view image signals
    • H04N13/106Processing image signals
    • H04N13/128Adjusting depth or disparity
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/68Control of cameras or camera modules for stable pick-up of the scene, e.g. compensating for camera body vibrations
    • H04N23/681Motion detection
    • H04N23/6812Motion detection based on additional sensors, e.g. acceleration sensors
    • 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
    • G06T2207/10004Still image; Photographic image
    • G06T2207/10012Stereo images
    • 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
    • G06T2207/10028Range image; Depth image; 3D point clouds
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20172Image enhancement details
    • G06T2207/20182Noise reduction or smoothing in the temporal domain; Spatio-temporal filtering
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N2013/0074Stereoscopic image analysis
    • H04N2013/0081Depth or disparity estimation from stereoscopic image signals

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
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CN201680065690.6A 2015-11-20 2016-10-10 用于校正错误深度信息的系统和方法 Active CN108352056B (zh)

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US14/948,195 US10341633B2 (en) 2015-11-20 2015-11-20 Systems and methods for correcting erroneous depth information
US14/948,195 2015-11-20
PCT/US2016/056250 WO2017087088A1 (en) 2015-11-20 2016-10-10 Systems and methods for correcting erroneous depth information

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CN108352056B true CN108352056B (zh) 2023-03-14

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EP (1) EP3378033B1 (enExample)
JP (1) JP2018534699A (enExample)
KR (1) KR20180084805A (enExample)
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WO (1) WO2017087088A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4513135A4 (en) * 2023-06-29 2025-10-22 Shanghai Mechanized Constr Group Co Ltd METHOD AND DEVICE FOR INSPECTING REINFORCING BAR WELDING

Families Citing this family (49)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10269257B1 (en) * 2015-08-11 2019-04-23 Gopro, Inc. Systems and methods for vehicle guidance
US10705528B2 (en) * 2015-12-15 2020-07-07 Qualcomm Incorporated Autonomous visual navigation
US10360700B2 (en) * 2016-02-11 2019-07-23 Biosense Webster (Israel) Ltd. Interpolation of dynamic three-dimensional maps
US10304335B2 (en) 2016-04-12 2019-05-28 Ford Global Technologies, Llc Detecting available parking spaces
WO2017197630A1 (en) * 2016-05-19 2017-11-23 SZ DJI Technology Co., Ltd. Autofocus initialization based on target detection
US10074183B1 (en) 2016-06-03 2018-09-11 Amazon Technologies, Inc. Image alignment correction for imaging processing during operation of an unmanned aerial vehicle
US10237531B2 (en) 2016-06-22 2019-03-19 Microsoft Technology Licensing, Llc Discontinuity-aware reprojection
US10129523B2 (en) * 2016-06-22 2018-11-13 Microsoft Technology Licensing, Llc Depth-aware reprojection
US10503245B2 (en) * 2016-09-21 2019-12-10 Apple Inc. Relative intertial measurement system
US10623723B2 (en) 2016-09-29 2020-04-14 Intel Corporation Hybrid stereo rendering for depth extension in dynamic light field displays
US10228693B2 (en) * 2017-01-13 2019-03-12 Ford Global Technologies, Llc Generating simulated sensor data for training and validation of detection models
US10664993B1 (en) 2017-03-13 2020-05-26 Occipital, Inc. System for determining a pose of an object
CN110431841B (zh) 2017-03-21 2021-08-17 奇跃公司 虚拟、增强和混合现实系统的深度感测技术
US10411798B2 (en) * 2017-07-13 2019-09-10 Qualcomm Incorporated Power optimized VLC signal processing with efficient handling of ISP/VFE
US10992916B2 (en) * 2017-07-26 2021-04-27 Google Llc Depth data adjustment based on non-visual pose data
US20190124313A1 (en) 2017-10-19 2019-04-25 Intel Corporation Three dimensional glasses free light field display using eye location
US11682131B2 (en) * 2017-10-27 2023-06-20 Canon Kabushiki Kaisha Image capturing apparatus and method of controlling image capturing apparatus
JP6835455B2 (ja) * 2017-12-25 2021-02-24 Kddi株式会社 時系列の奥行き画像におけるデプス値を補正するプログラム、装置及び方法
US10628920B2 (en) * 2018-03-12 2020-04-21 Ford Global Technologies, Llc Generating a super-resolution depth-map
US11435752B2 (en) 2018-03-23 2022-09-06 Motional Ad Llc Data fusion system for a vehicle equipped with unsynchronized perception sensors
US20190339362A1 (en) * 2018-05-03 2019-11-07 Mediatek Inc. Signature-based object detection method and associated apparatus
FR3083352B1 (fr) * 2018-06-29 2020-06-05 Continental Automotive France Procede et dispositif de detection rapide de structures repetitives dans l'image d'une scene routiere
KR102473494B1 (ko) * 2018-08-17 2022-12-02 삼성전자주식회사 심도센싱장치 및 심도센싱장치의 동작 방법
US10360714B1 (en) * 2018-09-14 2019-07-23 Lyft, Inc. Systems and methods for displaying autonomous vehicle environmental awareness
US11520041B1 (en) * 2018-09-27 2022-12-06 Apple Inc. Correcting depth estimations derived from image data using acoustic information
JP2021508027A (ja) * 2018-11-16 2021-02-25 ベイジン ディディ インフィニティ テクノロジー アンド ディベロップメント カンパニー リミティッド 不十分な照明条件下で車両を測位するシステムおよび方法
JP7346021B2 (ja) * 2018-11-22 2023-09-19 キヤノン株式会社 画像処理装置、画像処理方法、撮像装置、プログラムおよび記録媒体
US10861176B2 (en) * 2018-11-27 2020-12-08 GM Global Technology Operations LLC Systems and methods for enhanced distance estimation by a mono-camera using radar and motion data
JP7241517B2 (ja) * 2018-12-04 2023-03-17 三菱電機株式会社 航法装置、航法パラメータ計算方法およびプログラム
US10686980B1 (en) * 2019-01-22 2020-06-16 Daqri, Llc Systems and methods for generating composite depth images based on signals from an inertial sensor
US11158075B2 (en) * 2019-06-03 2021-10-26 Zebra Technlogies Corporation Method, system and apparatus for depth sensor artifact removal
US10510155B1 (en) * 2019-06-11 2019-12-17 Mujin, Inc. Method and processing system for updating a first image generated by a first camera based on a second image generated by a second camera
KR102780772B1 (ko) * 2019-07-11 2025-03-12 엘지전자 주식회사 삼차원 어라운드 뷰 제공 장치 및 방법
US11416998B2 (en) * 2019-07-30 2022-08-16 Microsoft Technology Licensing, Llc Pixel classification to reduce depth-estimation error
US11164383B2 (en) * 2019-08-30 2021-11-02 Lg Electronics Inc. AR device and method for controlling the same
CN110708384B (zh) * 2019-10-12 2020-12-15 西安维度视界科技有限公司 一种基于ar的远程协助系统的交互方法、系统和存储介质
JP7072737B2 (ja) * 2020-01-06 2022-05-20 三菱電機株式会社 ジェスチャ検出装置およびジェスチャ検出方法
US11503266B2 (en) 2020-03-06 2022-11-15 Samsung Electronics Co., Ltd. Super-resolution depth map generation for multi-camera or other environments
US12328531B2 (en) * 2020-05-12 2025-06-10 Cavendish Capital Llc Method for creating a variable model of a face of a person
US12267624B2 (en) * 2020-05-12 2025-04-01 Cavendish Capital Llc Creating a non-riggable model of a face of a person
US11508077B2 (en) * 2020-05-18 2022-11-22 Samsung Electronics Co., Ltd. Method and apparatus with moving object detection
WO2022086579A1 (en) * 2020-10-23 2022-04-28 Google Llc Sender-side geometric fusion of depth data
KR20220066690A (ko) * 2020-11-16 2022-05-24 삼성전자주식회사 로봇 및 그 제어 방법
JP7718837B2 (ja) * 2021-03-30 2025-08-05 キヤノン株式会社 距離計測装置、移動装置、距離計測方法、移動装置の制御方法、及びコンピュータプログラム
US11943565B2 (en) * 2021-07-12 2024-03-26 Milestone Systems A/S Computer implemented method and apparatus for operating a video management system
CN113946151A (zh) * 2021-10-20 2022-01-18 北京百度网讯科技有限公司 针对自动驾驶车辆的数据处理方法、装置和自动驾驶车辆
US12008777B2 (en) * 2021-10-22 2024-06-11 Argo AI, LLC Validating an SfM map using lidar point clouds
US12380648B2 (en) * 2022-03-10 2025-08-05 Streem, Llc Confidence score for depth map or 3D mesh
US20240273831A1 (en) * 2023-02-15 2024-08-15 Htc Corporation Method for generating pass-through view with better scale and host

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101706246A (zh) * 2009-11-02 2010-05-12 一重集团大连设计研究院有限公司 一种磁滞式位移传感器震动失效的解决方法
CN102609942A (zh) * 2011-01-31 2012-07-25 微软公司 使用深度图进行移动相机定位
CN103458261A (zh) * 2013-09-08 2013-12-18 华东电网有限公司 一种基于立体视觉的视频场景变化检测方法

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US785530A (en) * 1904-09-29 1905-03-21 Robert Peel Wakeman Window-screen.
US20070047834A1 (en) 2005-08-31 2007-03-01 International Business Machines Corporation Method and apparatus for visual background subtraction with one or more preprocessing modules
JP2011141710A (ja) * 2010-01-07 2011-07-21 National Institute Of Information & Communication Technology 奥行推定装置、奥行推定方法および奥行推定プログラム
US9400503B2 (en) 2010-05-20 2016-07-26 Irobot Corporation Mobile human interface robot
US8401242B2 (en) 2011-01-31 2013-03-19 Microsoft Corporation Real-time camera tracking using depth maps
JP2013012045A (ja) * 2011-06-29 2013-01-17 Nippon Telegr & Teleph Corp <Ntt> 画像処理方法、画像処理装置及びコンピュータプログラム
JP6097903B2 (ja) * 2011-07-15 2017-03-22 有限会社テクノドリーム二十一 3次元形状の取得装置、処理方法およびプログラム
US9191646B2 (en) * 2011-08-29 2015-11-17 Nokia Technologies Oy Apparatus, a method and a computer program for video coding and decoding
US9213883B2 (en) * 2012-01-10 2015-12-15 Samsung Electronics Co., Ltd. Method and apparatus for processing depth image
SE1250048A1 (sv) * 2012-01-24 2013-07-25 Wesdyne Sweden Ab En bildförbättringsanordning för reduktion av brus i digitala bilder
US9639959B2 (en) 2012-01-26 2017-05-02 Qualcomm Incorporated Mobile device configured to compute 3D models based on motion sensor data
US9237330B2 (en) 2012-02-21 2016-01-12 Intellectual Ventures Fund 83 Llc Forming a stereoscopic video
RU2012145349A (ru) * 2012-10-24 2014-05-10 ЭлЭсАй Корпорейшн Способ и устройство обработки изображений для устранения артефактов глубины
US9589326B2 (en) * 2012-11-29 2017-03-07 Korea Institute Of Science And Technology Depth image processing apparatus and method based on camera pose conversion
JP6308748B2 (ja) * 2013-10-29 2018-04-11 キヤノン株式会社 画像処理装置、撮像装置及び画像処理方法
TWI530909B (zh) 2013-12-31 2016-04-21 財團法人工業技術研究院 影像合成系統及方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101706246A (zh) * 2009-11-02 2010-05-12 一重集团大连设计研究院有限公司 一种磁滞式位移传感器震动失效的解决方法
CN102609942A (zh) * 2011-01-31 2012-07-25 微软公司 使用深度图进行移动相机定位
CN103458261A (zh) * 2013-09-08 2013-12-18 华东电网有限公司 一种基于立体视觉的视频场景变化检测方法

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
Algorithms for 3D Shape Scanning with a Depth Camera;Yan Cui 等;《IEEE Transactions on Pattern Analysis and Machine Intelligence》;20130531;第35卷(第5期);第1039-1050页 *
Temporal and Spatial Denoising of Depth Maps;Lin Borshing 等;《Sensors》;20150729;第15卷(第8期);第18506-18525页 *
线位移传感器校准及不确定度分析;崔建军 等;《计量学报》;20101231;第31卷(第6A期);第169-173页 *
面向虚拟视点绘制的深度图滤波及上采样方法;高凯 等;《中国图象图形学报》;20130916;第18卷(第9期);第1085-1092页 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4513135A4 (en) * 2023-06-29 2025-10-22 Shanghai Mechanized Constr Group Co Ltd METHOD AND DEVICE FOR INSPECTING REINFORCING BAR WELDING

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EP3378033A1 (en) 2018-09-26
EP3378033B1 (en) 2019-08-14
US10341633B2 (en) 2019-07-02
WO2017087088A1 (en) 2017-05-26
US20170148168A1 (en) 2017-05-25
KR20180084805A (ko) 2018-07-25
JP2018534699A (ja) 2018-11-22
CN108352056A (zh) 2018-07-31

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