CN108985197A - 基于多算法融合的出租车驾驶员吸烟行为的自动检测方法 - Google Patents
基于多算法融合的出租车驾驶员吸烟行为的自动检测方法 Download PDFInfo
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- CN108985197A CN108985197A CN201810705187.3A CN201810705187A CN108985197A CN 108985197 A CN108985197 A CN 108985197A CN 201810705187 A CN201810705187 A CN 201810705187A CN 108985197 A CN108985197 A CN 108985197A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
- G06V20/597—Recognising the driver's state or behaviour, e.g. attention or drowsiness
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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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
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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
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/758—Involving statistics of pixels or of feature values, e.g. histogram matching
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CN201810705187.3A CN108985197B (zh) | 2018-07-01 | 2018-07-01 | 基于多算法融合的出租车驾驶员吸烟行为的自动检测方法 |
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CN201810705187.3A CN108985197B (zh) | 2018-07-01 | 2018-07-01 | 基于多算法融合的出租车驾驶员吸烟行为的自动检测方法 |
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CN108985197A true CN108985197A (zh) | 2018-12-11 |
CN108985197B CN108985197B (zh) | 2021-07-30 |
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110399766A (zh) * | 2019-01-28 | 2019-11-01 | 浙江浩腾电子科技股份有限公司 | 基于深度学习的抽烟检测分析*** |
CN112735078A (zh) * | 2020-12-24 | 2021-04-30 | 中标慧安信息技术股份有限公司 | 物联网的智能家居管理方法和*** |
Citations (3)
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EP1790541A2 (en) * | 2005-11-23 | 2007-05-30 | MobilEye Technologies, Ltd. | Systems and methods for detecting obstructions in a camera field of view |
CN203460775U (zh) * | 2013-08-22 | 2014-03-05 | 江苏富新电子照明科技有限公司 | 一种汽车室内组合顶灯结构 |
CN104050480A (zh) * | 2014-05-21 | 2014-09-17 | 燕山大学 | 基于计算机视觉的吸烟烟雾检测方法 |
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2018
- 2018-07-01 CN CN201810705187.3A patent/CN108985197B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1790541A2 (en) * | 2005-11-23 | 2007-05-30 | MobilEye Technologies, Ltd. | Systems and methods for detecting obstructions in a camera field of view |
CN203460775U (zh) * | 2013-08-22 | 2014-03-05 | 江苏富新电子照明科技有限公司 | 一种汽车室内组合顶灯结构 |
CN104050480A (zh) * | 2014-05-21 | 2014-09-17 | 燕山大学 | 基于计算机视觉的吸烟烟雾检测方法 |
Non-Patent Citations (7)
Title |
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ANURAG MITTAL, DAN HUTTENLOCHER: "Scene Modeling for Wide Area Surveillance and Image Synthesis", 《 PROCEEDINGS IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION. CVPR 2000 (CAT. NO.PR00662)》 * |
SIWEI CHEN等: "Taxi Drivers" Smoking Behavior Detection in Traffic Monitoring Video", 《2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC)》 * |
YOAV FREUND AND ROBERT E. SCHAPIRE: "A decision-theoretic generalization of on-line learning and an application to boosting", 《JOURNAL OF COMPUTER AND SYSTEM SCIENCES》 * |
YUSUF ARTAN等: "Driver Cell Phone Usage Detection From HOV/HOT NIR Images", 《2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS》 * |
张磊等: "基于HSV颜色空间和Vibe算法的运动目标检测", 《计算机工程与应用》 * |
艾博: "基于视频监控的室内香烟烟雾检测算法研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
邝先验等: "基于Adaboost算法和颜色特征的公交车辆视频检测", 《广西师范大学学报(自然科学版)》 * |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110399766A (zh) * | 2019-01-28 | 2019-11-01 | 浙江浩腾电子科技股份有限公司 | 基于深度学习的抽烟检测分析*** |
CN112735078A (zh) * | 2020-12-24 | 2021-04-30 | 中标慧安信息技术股份有限公司 | 物联网的智能家居管理方法和*** |
CN112735078B (zh) * | 2020-12-24 | 2021-10-26 | 中标慧安信息技术股份有限公司 | 物联网的智能家居管理方法和*** |
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Inventor after: Jia Kebin Inventor after: Huang Xunping Inventor after: Liu Pengyu Inventor after: Wang Zuyun Inventor after: Liao Huimin Inventor after: Zhang Ridong Inventor after: Chen Siwei Inventor before: Jia Kebin Inventor before: Huang Xunping Inventor before: Liu Pengyu Inventor before: Zhang Ridong Inventor before: Chen Siwei |
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