CN113592860B - 一种基于智能图像处理的轨道线路自动巡检系统 - Google Patents
一种基于智能图像处理的轨道线路自动巡检系统 Download PDFInfo
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- CN113592860B CN113592860B CN202111132101.0A CN202111132101A CN113592860B CN 113592860 B CN113592860 B CN 113592860B CN 202111132101 A CN202111132101 A CN 202111132101A CN 113592860 B CN113592860 B CN 113592860B
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- 238000012545 processing Methods 0.000 title claims abstract description 30
- 230000007547 defect Effects 0.000 claims abstract description 214
- 238000007689 inspection Methods 0.000 claims abstract description 58
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- 238000010801 machine learning Methods 0.000 claims abstract description 7
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30181—Earth observation
- G06T2207/30184—Infrastructure
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CN114808823B (zh) * | 2022-04-28 | 2024-06-14 | 湖北佰思图汽车有限公司 | 一种清扫车快速清理路面积液的智能控制方法及系统 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104787084A (zh) * | 2015-04-16 | 2015-07-22 | 北京交通大学 | 一种铁路异物侵限检测系统及检测方法 |
CN110524553A (zh) * | 2019-08-28 | 2019-12-03 | 佳讯飞鸿(北京)智能科技研究院有限公司 | 一种铁路货检机器人智能图像分析系统 |
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- 2021-09-27 CN CN202111132101.0A patent/CN113592860B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104787084A (zh) * | 2015-04-16 | 2015-07-22 | 北京交通大学 | 一种铁路异物侵限检测系统及检测方法 |
CN110524553A (zh) * | 2019-08-28 | 2019-12-03 | 佳讯飞鸿(北京)智能科技研究院有限公司 | 一种铁路货检机器人智能图像分析系统 |
Non-Patent Citations (2)
Title |
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基于计算机视觉的轨道扣件缺陷自动检测算法研究;刘甲甲等;《铁道学报》;20160831;第38卷(第08期);全文 * |
高速铁路接触网安全巡检系统;张平等;《铁路信息技术》;20160331;第25卷(第03期);全文 * |
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Denomination of invention: An automatic track inspection system based on intelligent image processing Effective date of registration: 20220531 Granted publication date: 20211228 Pledgee: Nantong CIC Financing Guarantee Co.,Ltd. Pledgor: JIANGSU HAOHAN INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2022980006824 |
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Date of cancellation: 20230523 Granted publication date: 20211228 Pledgee: Nantong CIC Financing Guarantee Co.,Ltd. Pledgor: JIANGSU HAOHAN INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2022980006824 |
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Denomination of invention: An Automatic Inspection System for Railway Lines Based on Intelligent Image Processing Effective date of registration: 20230525 Granted publication date: 20211228 Pledgee: Nantong CIC Financing Guarantee Co.,Ltd. Pledgor: JIANGSU HAOHAN INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2023980041781 |
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Granted publication date: 20211228 Pledgee: Nantong CIC Financing Guarantee Co.,Ltd. Pledgor: JIANGSU HAOHAN INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2023980041781 |