CN102799873B - 一种人体异常行为识别方法 - Google Patents
一种人体异常行为识别方法 Download PDFInfo
- Publication number
- CN102799873B CN102799873B CN201210254343.1A CN201210254343A CN102799873B CN 102799873 B CN102799873 B CN 102799873B CN 201210254343 A CN201210254343 A CN 201210254343A CN 102799873 B CN102799873 B CN 102799873B
- Authority
- CN
- China
- Prior art keywords
- abnormal behaviour
- descriptor
- training
- sorter
- setting
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 206010000117 Abnormal behaviour Diseases 0.000 title claims abstract description 134
- 238000000034 method Methods 0.000 title claims abstract description 120
- 238000012549 training Methods 0.000 claims abstract description 112
- 230000008569 process Effects 0.000 claims abstract description 59
- 239000013598 vector Substances 0.000 claims abstract description 50
- 239000011159 matrix material Substances 0.000 claims abstract description 45
- 230000004044 response Effects 0.000 claims abstract description 33
- 238000012360 testing method Methods 0.000 claims abstract description 25
- 238000013145 classification model Methods 0.000 claims description 11
- 230000015572 biosynthetic process Effects 0.000 claims description 9
- 230000009466 transformation Effects 0.000 claims description 9
- 238000013095 identification testing Methods 0.000 claims description 5
- 230000000052 comparative effect Effects 0.000 claims description 4
- 230000011218 segmentation Effects 0.000 abstract 1
- 230000006399 behavior Effects 0.000 description 16
- 238000010586 diagram Methods 0.000 description 8
- 238000012544 monitoring process Methods 0.000 description 8
- 238000004364 calculation method Methods 0.000 description 7
- 238000004458 analytical method Methods 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 5
- 230000009194 climbing Effects 0.000 description 3
- 238000001514 detection method Methods 0.000 description 3
- 238000011160 research Methods 0.000 description 3
- 230000002159 abnormal effect Effects 0.000 description 2
- 230000001154 acute effect Effects 0.000 description 2
- 230000003542 behavioural effect Effects 0.000 description 2
- 230000008901 benefit Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000010276 construction Methods 0.000 description 2
- 125000004122 cyclic group Chemical group 0.000 description 2
- 238000000605 extraction Methods 0.000 description 2
- 238000000513 principal component analysis Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000004064 recycling Methods 0.000 description 2
- 238000007476 Maximum Likelihood Methods 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 230000002547 anomalous effect Effects 0.000 description 1
- 230000000386 athletic effect Effects 0.000 description 1
- 238000010009 beating Methods 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 238000005286 illumination Methods 0.000 description 1
- 230000013011 mating Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000035772 mutation Effects 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 230000000737 periodic effect Effects 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 238000005316 response function Methods 0.000 description 1
Landscapes
- Image Analysis (AREA)
Abstract
Description
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210254343.1A CN102799873B (zh) | 2012-07-23 | 2012-07-23 | 一种人体异常行为识别方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210254343.1A CN102799873B (zh) | 2012-07-23 | 2012-07-23 | 一种人体异常行为识别方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN102799873A CN102799873A (zh) | 2012-11-28 |
CN102799873B true CN102799873B (zh) | 2014-12-10 |
Family
ID=47198973
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210254343.1A Expired - Fee Related CN102799873B (zh) | 2012-07-23 | 2012-07-23 | 一种人体异常行为识别方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102799873B (zh) |
Families Citing this family (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104217205B (zh) * | 2013-05-29 | 2018-05-18 | 华为技术有限公司 | 一种识别用户活动类型的方法及系统 |
CN103310233B (zh) * | 2013-06-28 | 2016-03-23 | 青岛科技大学 | 同类行为多视图间相似度挖掘方法及行为识别方法 |
CN103517042B (zh) * | 2013-10-17 | 2016-06-29 | 吉林大学 | 一种养老院老人危险行为监测方法 |
US10121062B2 (en) * | 2014-11-03 | 2018-11-06 | Koninklijke Philips N.V. | Device, system and method for automated detection of orientation and/or location of a person |
CN104680559B (zh) * | 2015-03-20 | 2017-08-04 | 青岛科技大学 | 基于运动行为模式的多视角室内行人跟踪方法 |
CN106156775B (zh) * | 2015-03-31 | 2020-04-03 | 日本电气株式会社 | 基于视频的人体特征提取方法、人体识别方法和装置 |
CN105005852B (zh) * | 2015-07-06 | 2018-08-28 | 深圳市鹏安视科技有限公司 | 一种基于图像分析的宿舍环境智能监测系统 |
CN106446922B (zh) * | 2015-07-31 | 2019-10-22 | 中国科学院大学 | 一种人群异常行为分析方法 |
CN105373774B (zh) * | 2015-10-10 | 2018-12-28 | 安徽清新互联信息科技有限公司 | 一种幼师体罚小孩行为的检测方法 |
CN106919893A (zh) * | 2015-12-28 | 2017-07-04 | 中国移动通信集团公司 | 一种目标行为的识别方法及装置 |
CN105930866B (zh) * | 2016-04-19 | 2019-08-09 | 梦工坊创新科技(天津)有限公司 | 一种违章信息处理方法、装置及系统 |
CN107146377A (zh) * | 2017-04-14 | 2017-09-08 | 深圳大学 | 碰撞前跌倒检测方法及装置 |
CN107330414A (zh) * | 2017-07-07 | 2017-11-07 | 郑州轻工业学院 | 暴力行为监控方法 |
CN108038451A (zh) * | 2017-12-15 | 2018-05-15 | 浪潮金融信息技术有限公司 | 异常行为检测方法及装置 |
CN110032917A (zh) * | 2018-01-12 | 2019-07-19 | 杭州海康威视数字技术股份有限公司 | 一种异常事件检测方法、装置及电子设备 |
CN108053610A (zh) * | 2018-01-16 | 2018-05-18 | 山东万博科技股份有限公司 | 一种被监控者异常行为分析模型的建立方法 |
CN108596150A (zh) * | 2018-05-10 | 2018-09-28 | 南京大学 | 一种可排除异常动作的行为识别系统及其工作方法 |
CN109902704A (zh) * | 2018-10-11 | 2019-06-18 | 华为技术有限公司 | 一种异常样本的识别方法、装置及存储介质 |
CN111144166A (zh) * | 2018-11-02 | 2020-05-12 | 银河水滴科技(北京)有限公司 | 一种异常人群信息库建立方法、系统及存储介质 |
CN109857114A (zh) * | 2019-02-26 | 2019-06-07 | 温州市职业中等专业学校 | 校园移动智能机器人及校园智能管理系统 |
CN110119707B (zh) * | 2019-05-10 | 2021-02-02 | 苏州大学 | 一种人体动作识别方法 |
CN111603343A (zh) * | 2020-05-22 | 2020-09-01 | 济南三科智能化工程有限公司 | 一种隔离舱及其控制方法、装置和系统 |
CN112381118B (zh) * | 2020-10-23 | 2024-05-17 | 百色学院 | 一种大学舞蹈考试测评方法及装置 |
CN113076935A (zh) * | 2021-04-29 | 2021-07-06 | 平安国际智慧城市科技股份有限公司 | 基于图像识别的监管方法、相关设备及存储介质 |
CN113590951A (zh) * | 2021-07-29 | 2021-11-02 | 上海德衡数据科技有限公司 | 一种感知数据处理方法及系统 |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080031741A1 (en) * | 2006-08-02 | 2008-02-07 | Torres Martin R | Jet pump slip joint with axial grooves |
CN101464952A (zh) * | 2007-12-19 | 2009-06-24 | 中国科学院自动化研究所 | 基于轮廓的异常行为识别方法 |
CN101719216B (zh) * | 2009-12-21 | 2012-01-04 | 西安电子科技大学 | 基于模板匹配的运动人体异常行为识别方法 |
-
2012
- 2012-07-23 CN CN201210254343.1A patent/CN102799873B/zh not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
CN102799873A (zh) | 2012-11-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102799873B (zh) | 一种人体异常行为识别方法 | |
CN109670446B (zh) | 基于线性动态系统和深度网络的异常行为检测方法 | |
Ionescu et al. | Detecting abnormal events in video using narrowed normality clusters | |
CN103824070B (zh) | 一种基于计算机视觉的快速行人检测方法 | |
CN102663452B (zh) | 基于视频分析的可疑行为检测方法 | |
CN111191667B (zh) | 基于多尺度生成对抗网络的人群计数方法 | |
Toth et al. | Detection and recognition of moving objects using statistical motion detection and Fourier descriptors | |
WO2022134655A1 (zh) | 一种端到端的视频动作检测定位系统 | |
CN101470809B (zh) | 一种基于扩展混合高斯模型的运动目标检测方法 | |
CN102163290A (zh) | 基于时空关联信息的多视角视频监控中异常事件建模方法 | |
Masurekar et al. | Real time object detection using YOLOv3 | |
CN102043967A (zh) | 一种有效的运动目标行为建模与识别方法 | |
CN101894276A (zh) | 人体动作识别的训练方法和识别方法 | |
CN107273835A (zh) | 基于视频分析的暴力行为智能检测方法 | |
Tran et al. | Social cues in group formation and local interactions for collective activity analysis | |
CN110298297A (zh) | 火焰识别方法和装置 | |
CN108985204A (zh) | 行人检测跟踪方法及装置 | |
US20180173939A1 (en) | Recognition of objects within a video | |
CN103902966A (zh) | 基于序列时空立方体特征的视频交互事件分析方法及装置 | |
CN111738218A (zh) | 人体异常行为识别系统及方法 | |
CN115620212A (zh) | 一种基于监控视频的行为识别方法及系统 | |
CN103577804B (zh) | 基于sift流和隐条件随机场的人群异常行为识别方法 | |
CN109934852B (zh) | 一种基于对象属性关系图的视频描述方法 | |
CN113850221A (zh) | 一种基于关键点筛选的姿态跟踪方法 | |
CN113052139A (zh) | 一种基于深度学习双流网络的攀爬行为检测方法及系统 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C53 | Correction of patent of invention or patent application | ||
CB03 | Change of inventor or designer information |
Inventor after: Wang Chuanxu Inventor after: Liu Yun Inventor after: Yan Chunjuan Inventor after: Hu Qiang Inventor after: Niu Qiuna Inventor after: Wen Weijun Inventor before: Wang Chuanxu Inventor before: Liu Yun Inventor before: Yan Chunjuan |
|
COR | Change of bibliographic data |
Free format text: CORRECT: INVENTOR; FROM: WANG CHUANXU LIU YUN YAN CHUNJUAN TO: WANG CHUANXU LIU YUN YAN CHUNJUAN HU QIANG NIU QIUNA WEN WEIJUN |
|
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
Effective date of registration: 20171019 Address after: 266000 Shandong province Qingdao City, Shandong Road No. 171 Patentee after: Qingdao Machine Vision Technology Co., Ltd. Address before: College of information Qingdao University of Science & Technology No. 99 266061 Shandong province Qingdao City Songling Road Patentee before: Qingdao University of Science & Technology |
|
TR01 | Transfer of patent right | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20141210 Termination date: 20180723 |
|
CF01 | Termination of patent right due to non-payment of annual fee |