CN110569837A - 优化损伤检测结果的方法及装置 - Google Patents
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- G06T2207/00—Indexing scheme for image analysis or image enhancement
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Abstract
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Claims (18)
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811015506.4A CN110569837B (zh) | 2018-08-31 | 2018-08-31 | 优化损伤检测结果的方法及装置 |
TW108119295A TWI729405B (zh) | 2018-08-31 | 2019-06-04 | 優化損傷檢測結果的方法及裝置 |
US16/550,991 US11010838B2 (en) | 2018-08-31 | 2019-08-26 | System and method for optimizing damage detection results |
PCT/US2019/048372 WO2020046960A1 (en) | 2018-08-31 | 2019-08-27 | System and method for optimizing damage detection results |
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CN201811015506.4A CN110569837B (zh) | 2018-08-31 | 2018-08-31 | 优化损伤检测结果的方法及装置 |
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CN110569837A true CN110569837A (zh) | 2019-12-13 |
CN110569837B CN110569837B (zh) | 2021-06-04 |
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CN201811015506.4A Active CN110569837B (zh) | 2018-08-31 | 2018-08-31 | 优化损伤检测结果的方法及装置 |
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US (1) | US11010838B2 (zh) |
CN (1) | CN110569837B (zh) |
TW (1) | TWI729405B (zh) |
WO (1) | WO2020046960A1 (zh) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111666973A (zh) * | 2020-04-29 | 2020-09-15 | 平安科技(深圳)有限公司 | 车辆损伤图片处理方法、装置、计算机设备及存储介质 |
CN112966730A (zh) * | 2021-03-01 | 2021-06-15 | 创新奇智(上海)科技有限公司 | 车辆伤损识别方法、装置、设备及存储介质 |
CN116226430A (zh) * | 2023-05-08 | 2023-06-06 | 深圳市拓保软件有限公司 | 一种增量式高精度图像过滤方法及系统 |
CN118154600A (zh) * | 2024-05-10 | 2024-06-07 | 尚特杰电力科技有限公司 | 光伏发电系统的掉串检测方法、装置、电子设备和介质 |
Families Citing this family (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106990894B (zh) * | 2017-03-21 | 2020-08-11 | 北京小米移动软件有限公司 | 智能设备的控制方法及装置 |
CN110569864A (zh) * | 2018-09-04 | 2019-12-13 | 阿里巴巴集团控股有限公司 | 基于gan网络的车损图像生成方法和装置 |
US11580800B2 (en) * | 2018-11-08 | 2023-02-14 | Verizon Patent And Licensing Inc. | Computer vision based vehicle inspection report automation |
WO2020110560A1 (ja) * | 2018-11-29 | 2020-06-04 | 富士フイルム株式会社 | コンクリート構造物の点検支援装置、点検支援方法及び点検支援プログラム |
US10885625B2 (en) * | 2019-05-10 | 2021-01-05 | Advanced New Technologies Co., Ltd. | Recognizing damage through image analysis |
US10783643B1 (en) * | 2019-05-27 | 2020-09-22 | Alibaba Group Holding Limited | Segmentation-based damage detection |
WO2021136937A1 (en) | 2020-01-03 | 2021-07-08 | Tractable Ltd | Method of determining damage to parts of a vehicle |
CN112766481B (zh) * | 2020-03-13 | 2023-11-24 | 腾讯科技(深圳)有限公司 | 神经网络模型的训练方法、装置及图像检测的方法 |
CN111461225B (zh) * | 2020-04-01 | 2022-04-01 | 支付宝(杭州)信息技术有限公司 | 客户聚类系统及其方法 |
CN111723690B (zh) * | 2020-06-03 | 2023-10-20 | 北京全路通信信号研究设计院集团有限公司 | 一种电路设备状态监测方法和系统 |
CN111860304B (zh) * | 2020-07-17 | 2024-04-30 | 北京百度网讯科技有限公司 | 一种图像标注方法、电子装置、设备及存储介质 |
US11657373B2 (en) * | 2020-08-21 | 2023-05-23 | Accenture Global Solutions Limited | System and method for identifying structural asset features and damage |
CN112580507B (zh) * | 2020-12-18 | 2024-05-31 | 合肥高维数据技术有限公司 | 一种基于图像矩矫正的深度学习文本字符检测方法 |
US20230011330A1 (en) * | 2021-07-09 | 2023-01-12 | At&T Intellectual Property I, L.P. | Device condition determination |
CN114048775B (zh) * | 2021-11-10 | 2022-07-05 | 哈尔滨工业大学 | 线性相关结构损伤诊断指标的核函数显式映射重构方法 |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6233364B1 (en) * | 1998-09-18 | 2001-05-15 | Dainippon Screen Engineering Of America Incorporated | Method and system for detecting and tagging dust and scratches in a digital image |
US20060067570A1 (en) * | 2004-09-29 | 2006-03-30 | Dainippon Screen Mfg. Co., Ltd. | Apparatus and method for inspecting pattern |
CN102422154A (zh) * | 2009-05-13 | 2012-04-18 | 清华大学 | 一种结构损伤检测系统、设备以及结构损伤检测方法 |
CN103778600A (zh) * | 2012-10-25 | 2014-05-07 | 北京三星通信技术研究有限公司 | 图像处理系统 |
CN106845496A (zh) * | 2016-12-30 | 2017-06-13 | 首都师范大学 | 精细目标识别方法和系统 |
CN107392218A (zh) * | 2017-04-11 | 2017-11-24 | 阿里巴巴集团控股有限公司 | 一种基于图像的车辆定损方法、装置及电子设备 |
CN107424150A (zh) * | 2017-07-27 | 2017-12-01 | 济南浪潮高新科技投资发展有限公司 | 一种基于卷积神经网络的道路破损检测方法及装置 |
Family Cites Families (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6644973B2 (en) | 2000-05-16 | 2003-11-11 | William Oster | System for improving reading and speaking |
US7536304B2 (en) | 2005-05-27 | 2009-05-19 | Porticus, Inc. | Method and system for bio-metric voice print authentication |
US9298979B2 (en) | 2008-01-18 | 2016-03-29 | Mitek Systems, Inc. | Systems and methods for mobile image capture and content processing of driver's licenses |
US8180629B2 (en) * | 2008-07-10 | 2012-05-15 | Trigent Softward Ltd. | Automatic pattern generation in natural language processing |
US9082235B2 (en) | 2011-07-12 | 2015-07-14 | Microsoft Technology Licensing, Llc | Using facial data for device authentication or subject identification |
US9066125B2 (en) | 2012-02-10 | 2015-06-23 | Advanced Biometric Controls, Llc | Secure display |
US8705836B2 (en) | 2012-08-06 | 2014-04-22 | A2iA S.A. | Systems and methods for recognizing information in objects using a mobile device |
US9147127B2 (en) | 2013-03-15 | 2015-09-29 | Facebook, Inc. | Verification of user photo IDs |
US9202119B2 (en) | 2013-10-18 | 2015-12-01 | Daon Holdings Limited | Methods and systems for determining user liveness |
JP6287047B2 (ja) * | 2013-10-22 | 2018-03-07 | 富士通株式会社 | 画像処理装置、画像処理方法および画像処理プログラム |
US9607138B1 (en) | 2013-12-18 | 2017-03-28 | Amazon Technologies, Inc. | User authentication and verification through video analysis |
CA2883010A1 (en) | 2014-02-25 | 2015-08-25 | Sal Khan | Systems and methods relating to the authenticity and verification of photographic identity documents |
US9646227B2 (en) | 2014-07-29 | 2017-05-09 | Microsoft Technology Licensing, Llc | Computerized machine learning of interesting video sections |
CA2902093C (en) | 2014-08-28 | 2023-03-07 | Kevin Alan Tussy | Facial recognition authentication system including path parameters |
US9619696B2 (en) | 2015-04-15 | 2017-04-11 | Cisco Technology, Inc. | Duplicate reduction for face detection |
US9794260B2 (en) * | 2015-08-10 | 2017-10-17 | Yoti Ltd | Liveness detection |
US20170060867A1 (en) | 2015-08-31 | 2017-03-02 | Adfamilies Publicidade, SA | Video and image match searching |
US10065441B2 (en) | 2015-09-01 | 2018-09-04 | Digimarc Corporation | Counterfeiting detection using machine readable indicia |
WO2017059576A1 (en) | 2015-10-09 | 2017-04-13 | Beijing Sensetime Technology Development Co., Ltd | Apparatus and method for pedestrian detection |
US11144889B2 (en) * | 2016-04-06 | 2021-10-12 | American International Group, Inc. | Automatic assessment of damage and repair costs in vehicles |
CN107292394A (zh) * | 2016-04-11 | 2017-10-24 | 富泰华工业(深圳)有限公司 | 车辆损伤定价系统及方法 |
GB2554361B8 (en) | 2016-09-21 | 2022-07-06 | Emergent Network Intelligence Ltd | Automatic image based object damage assessment |
CN107092922B (zh) * | 2017-03-13 | 2018-08-31 | 平安科技(深圳)有限公司 | 车损识别方法及服务器 |
WO2018165753A1 (en) * | 2017-03-14 | 2018-09-20 | University Of Manitoba | Structure defect detection using machine learning algorithms |
-
2018
- 2018-08-31 CN CN201811015506.4A patent/CN110569837B/zh active Active
-
2019
- 2019-06-04 TW TW108119295A patent/TWI729405B/zh active
- 2019-08-26 US US16/550,991 patent/US11010838B2/en active Active
- 2019-08-27 WO PCT/US2019/048372 patent/WO2020046960A1/en active Application Filing
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6233364B1 (en) * | 1998-09-18 | 2001-05-15 | Dainippon Screen Engineering Of America Incorporated | Method and system for detecting and tagging dust and scratches in a digital image |
US20060067570A1 (en) * | 2004-09-29 | 2006-03-30 | Dainippon Screen Mfg. Co., Ltd. | Apparatus and method for inspecting pattern |
CN102422154A (zh) * | 2009-05-13 | 2012-04-18 | 清华大学 | 一种结构损伤检测系统、设备以及结构损伤检测方法 |
CN103778600A (zh) * | 2012-10-25 | 2014-05-07 | 北京三星通信技术研究有限公司 | 图像处理系统 |
CN106845496A (zh) * | 2016-12-30 | 2017-06-13 | 首都师范大学 | 精细目标识别方法和系统 |
CN107392218A (zh) * | 2017-04-11 | 2017-11-24 | 阿里巴巴集团控股有限公司 | 一种基于图像的车辆定损方法、装置及电子设备 |
CN107424150A (zh) * | 2017-07-27 | 2017-12-01 | 济南浪潮高新科技投资发展有限公司 | 一种基于卷积神经网络的道路破损检测方法及装置 |
Non-Patent Citations (2)
Title |
---|
HAN HU 等: "Relation Networks for Object Detection", 《HTTPS://ARXIV.ORG/ABS/1711.11575》 * |
陈朋 等: "基于多任务Faster R-CNN车辆假牌套牌的检测方法", 《仪器仪表学报》 * |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111666973A (zh) * | 2020-04-29 | 2020-09-15 | 平安科技(深圳)有限公司 | 车辆损伤图片处理方法、装置、计算机设备及存储介质 |
WO2021218020A1 (zh) * | 2020-04-29 | 2021-11-04 | 平安科技(深圳)有限公司 | 车辆损伤图片处理方法、装置、计算机设备及存储介质 |
CN111666973B (zh) * | 2020-04-29 | 2024-04-09 | 平安科技(深圳)有限公司 | 车辆损伤图片处理方法、装置、计算机设备及存储介质 |
CN112966730A (zh) * | 2021-03-01 | 2021-06-15 | 创新奇智(上海)科技有限公司 | 车辆伤损识别方法、装置、设备及存储介质 |
CN116226430A (zh) * | 2023-05-08 | 2023-06-06 | 深圳市拓保软件有限公司 | 一种增量式高精度图像过滤方法及系统 |
CN116226430B (zh) * | 2023-05-08 | 2023-07-07 | 深圳市拓保软件有限公司 | 一种增量式高精度图像过滤方法及系统 |
CN118154600A (zh) * | 2024-05-10 | 2024-06-07 | 尚特杰电力科技有限公司 | 光伏发电系统的掉串检测方法、装置、电子设备和介质 |
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Publication number | Publication date |
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CN110569837B (zh) | 2021-06-04 |
TWI729405B (zh) | 2021-06-01 |
WO2020046960A1 (en) | 2020-03-05 |
US20200074560A1 (en) | 2020-03-05 |
TW202011258A (zh) | 2020-03-16 |
US11010838B2 (en) | 2021-05-18 |
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