CN111027526A - 一种提高车辆目标检测识别检测效率的方法 - Google Patents
一种提高车辆目标检测识别检测效率的方法 Download PDFInfo
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- CN111027526A CN111027526A CN201911024885.8A CN201911024885A CN111027526A CN 111027526 A CN111027526 A CN 111027526A CN 201911024885 A CN201911024885 A CN 201911024885A CN 111027526 A CN111027526 A CN 111027526A
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- 238000001514 detection method Methods 0.000 title claims abstract description 45
- 238000000034 method Methods 0.000 title claims abstract description 20
- 238000012549 training Methods 0.000 claims abstract description 12
- 238000012545 processing Methods 0.000 claims abstract description 8
- 230000036544 posture Effects 0.000 claims description 20
- 238000010801 machine learning Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 description 2
- 238000003066 decision tree Methods 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
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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
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/24323—Tree-organised classifiers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/07—Target detection
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/08—Detecting or categorising vehicles
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T10/00—Road transport of goods or passengers
- Y02T10/10—Internal combustion engine [ICE] based vehicles
- Y02T10/40—Engine management systems
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Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112560608A (zh) * | 2020-12-05 | 2021-03-26 | 江苏爱科赛尔云数据科技有限公司 | 一种车辆车牌识别方法 |
WO2021147966A1 (zh) * | 2020-01-21 | 2021-07-29 | 北京达佳互联信息技术有限公司 | 图像识别方法及装置 |
CN115564656A (zh) * | 2022-11-11 | 2023-01-03 | 成都智元汇信息技术股份有限公司 | 一种基于调度的多图合并识图方法及装置 |
US20230107097A1 (en) * | 2021-10-06 | 2023-04-06 | Fotonation Limited | Method for identifying a gesture |
CN112560608B (zh) * | 2020-12-05 | 2024-05-24 | 江苏爱科赛尔云数据科技有限公司 | 一种车辆车牌识别方法 |
Citations (6)
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CN101630360A (zh) * | 2008-07-14 | 2010-01-20 | 上海分维智能科技有限公司 | 一种在高清晰图像中识别车牌的方法 |
CN101937508A (zh) * | 2010-09-30 | 2011-01-05 | 湖南大学 | 一种基于高清图像的车牌定位与识别方法 |
CN106599815A (zh) * | 2016-12-06 | 2017-04-26 | 东南大学 | 基于标记分布的解决类别缺失问题的头部姿态估计方法 |
CN106650726A (zh) * | 2016-12-05 | 2017-05-10 | 渤海大学 | 一种车牌识别方法 |
CN108509954A (zh) * | 2018-04-23 | 2018-09-07 | 合肥湛达智能科技有限公司 | 一种实时交通场景的多车牌动态识别方法 |
CN109948415A (zh) * | 2018-12-30 | 2019-06-28 | 中国科学院软件研究所 | 基于背景过滤和尺度预测的光学遥感图像目标检测方法 |
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- 2019-10-25 CN CN201911024885.8A patent/CN111027526B/zh active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101630360A (zh) * | 2008-07-14 | 2010-01-20 | 上海分维智能科技有限公司 | 一种在高清晰图像中识别车牌的方法 |
CN101937508A (zh) * | 2010-09-30 | 2011-01-05 | 湖南大学 | 一种基于高清图像的车牌定位与识别方法 |
CN106650726A (zh) * | 2016-12-05 | 2017-05-10 | 渤海大学 | 一种车牌识别方法 |
CN106599815A (zh) * | 2016-12-06 | 2017-04-26 | 东南大学 | 基于标记分布的解决类别缺失问题的头部姿态估计方法 |
CN108509954A (zh) * | 2018-04-23 | 2018-09-07 | 合肥湛达智能科技有限公司 | 一种实时交通场景的多车牌动态识别方法 |
CN109948415A (zh) * | 2018-12-30 | 2019-06-28 | 中国科学院软件研究所 | 基于背景过滤和尺度预测的光学遥感图像目标检测方法 |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2021147966A1 (zh) * | 2020-01-21 | 2021-07-29 | 北京达佳互联信息技术有限公司 | 图像识别方法及装置 |
CN112560608A (zh) * | 2020-12-05 | 2021-03-26 | 江苏爱科赛尔云数据科技有限公司 | 一种车辆车牌识别方法 |
CN112560608B (zh) * | 2020-12-05 | 2024-05-24 | 江苏爱科赛尔云数据科技有限公司 | 一种车辆车牌识别方法 |
US20230107097A1 (en) * | 2021-10-06 | 2023-04-06 | Fotonation Limited | Method for identifying a gesture |
US11983327B2 (en) * | 2021-10-06 | 2024-05-14 | Fotonation Limited | Method for identifying a gesture |
CN115564656A (zh) * | 2022-11-11 | 2023-01-03 | 成都智元汇信息技术股份有限公司 | 一种基于调度的多图合并识图方法及装置 |
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