CN108563975B - 一种基于深度学习的高密度人群人数估计方法 - Google Patents
一种基于深度学习的高密度人群人数估计方法 Download PDFInfo
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
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- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
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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
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- G06V10/56—Extraction of image or video features relating to colour
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- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
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- G—PHYSICS
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- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
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- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
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CN109961060B (zh) * | 2019-04-11 | 2021-04-30 | 北京百度网讯科技有限公司 | 用于生成人群密度信息的方法和装置 |
CN110705394B (zh) * | 2019-09-18 | 2022-11-18 | 广东外语外贸大学南国商学院 | 一种基于卷积神经网络的景区人群行为分析方法 |
CN110674729A (zh) * | 2019-09-20 | 2020-01-10 | 澳门理工学院 | 基于热能估算的人数识别方法、计算机装置及计算机可读存储介质 |
CN111091516B (zh) * | 2019-12-24 | 2021-06-04 | 广州柏视医疗科技有限公司 | 一种基于人工智能的抗散射光栅方法及装置 |
CN111933274A (zh) * | 2020-07-15 | 2020-11-13 | 平安科技(深圳)有限公司 | 疾病分类诊断方法、装置、电子设备及存储介质 |
CN111860392B (zh) * | 2020-07-28 | 2021-04-20 | 珠海安联锐视科技股份有限公司 | 基于目标检测和前景检测热力图统计方法 |
CN114255203B (zh) * | 2020-09-22 | 2024-04-09 | 中国农业大学 | 一种鱼苗数量估计方法及系统 |
CN115083112B (zh) * | 2022-08-22 | 2022-11-22 | 枫树谷(成都)科技有限责任公司 | 一种智能预警应急管理系统及其部署方法 |
Citations (4)
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CN102982341A (zh) * | 2012-11-01 | 2013-03-20 | 南京师范大学 | 一种可跨摄像机的自适应人群密度估计方法 |
CN105447458A (zh) * | 2015-11-17 | 2016-03-30 | 深圳市商汤科技有限公司 | 一种大规模人群视频分析系统和方法 |
CN105574501A (zh) * | 2015-12-15 | 2016-05-11 | 上海微桥电子科技有限公司 | 一种人流视频侦测分析系统 |
CN106205126A (zh) * | 2016-08-12 | 2016-12-07 | 北京航空航天大学 | 基于卷积神经网络的大规模交通网络拥堵预测方法及装置 |
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US7139409B2 (en) * | 2000-09-06 | 2006-11-21 | Siemens Corporate Research, Inc. | Real-time crowd density estimation from video |
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Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
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CN102982341A (zh) * | 2012-11-01 | 2013-03-20 | 南京师范大学 | 一种可跨摄像机的自适应人群密度估计方法 |
CN105447458A (zh) * | 2015-11-17 | 2016-03-30 | 深圳市商汤科技有限公司 | 一种大规模人群视频分析系统和方法 |
CN105574501A (zh) * | 2015-12-15 | 2016-05-11 | 上海微桥电子科技有限公司 | 一种人流视频侦测分析系统 |
CN106205126A (zh) * | 2016-08-12 | 2016-12-07 | 北京航空航天大学 | 基于卷积神经网络的大规模交通网络拥堵预测方法及装置 |
Non-Patent Citations (1)
Title |
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《基于模糊神经网络的大场景人群密度估计方法》;唐清;《计算机应用研究》;20100331;第27卷(第3期);第989-991页 * |
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