CN111275058B - 一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 - Google Patents
一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 Download PDFInfo
- Publication number
- CN111275058B CN111275058B CN202010106467.XA CN202010106467A CN111275058B CN 111275058 B CN111275058 B CN 111275058B CN 202010106467 A CN202010106467 A CN 202010106467A CN 111275058 B CN111275058 B CN 111275058B
- Authority
- CN
- China
- Prior art keywords
- pedestrian
- layer
- convolutional neural
- deep convolutional
- neural network
- 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.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
- G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/56—Extraction of image or video features relating to colour
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Multimedia (AREA)
- Software Systems (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Evolutionary Computation (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
Abstract
Description
方法 | F1分值 |
常规识别方法 | 70% |
本发明提出的识别方法 | 85% |
Claims (6)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010106467.XA CN111275058B (zh) | 2020-02-21 | 2020-02-21 | 一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010106467.XA CN111275058B (zh) | 2020-02-21 | 2020-02-21 | 一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN111275058A CN111275058A (zh) | 2020-06-12 |
CN111275058B true CN111275058B (zh) | 2021-04-27 |
Family
ID=71002215
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202010106467.XA Active CN111275058B (zh) | 2020-02-21 | 2020-02-21 | 一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN111275058B (zh) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111783736A (zh) * | 2020-07-23 | 2020-10-16 | 上海高重信息科技有限公司 | 一种基于人体语义对齐的行人重识别方法、装置和系统 |
CN112163545A (zh) * | 2020-10-12 | 2021-01-01 | 北京易华录信息技术股份有限公司 | 一种头部特征提取方法、装置、电子设备及存储介质 |
CN113807449A (zh) * | 2021-09-23 | 2021-12-17 | 合肥工业大学 | 一种沉积岩类别识别方法、装置、电子设备和存储介质 |
CN118038491A (zh) * | 2024-02-18 | 2024-05-14 | 四川明星新能源科技有限公司 | 一种危险区域施工人员电子定位管理系统 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110263686A (zh) * | 2019-06-06 | 2019-09-20 | 温州大学 | 一种基于深度学习的施工工地图像安全帽检测方法 |
CN110457992A (zh) * | 2019-06-25 | 2019-11-15 | 上海高重信息科技有限公司 | 基于贝叶斯优化技术的行人重识别方法、装置和系统 |
CN110781833A (zh) * | 2019-10-28 | 2020-02-11 | 杭州宇泛智能科技有限公司 | 一种认证方法、装置及电子设备 |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR102592076B1 (ko) * | 2015-12-14 | 2023-10-19 | 삼성전자주식회사 | 딥러닝 기반 영상 처리 장치 및 방법, 학습 장치 |
KR102814729B1 (ko) * | 2018-05-31 | 2025-05-29 | 삼성전자주식회사 | 음성 인식 방법 및 장치 |
CN109670441B (zh) * | 2018-12-14 | 2024-02-06 | 广东亿迅科技有限公司 | 一种实现安全帽穿戴识别的方法、系统、终端以及计算机可读存储介质 |
-
2020
- 2020-02-21 CN CN202010106467.XA patent/CN111275058B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110263686A (zh) * | 2019-06-06 | 2019-09-20 | 温州大学 | 一种基于深度学习的施工工地图像安全帽检测方法 |
CN110457992A (zh) * | 2019-06-25 | 2019-11-15 | 上海高重信息科技有限公司 | 基于贝叶斯优化技术的行人重识别方法、装置和系统 |
CN110781833A (zh) * | 2019-10-28 | 2020-02-11 | 杭州宇泛智能科技有限公司 | 一种认证方法、装置及电子设备 |
Non-Patent Citations (1)
Title |
---|
基于视频流的施工现场工人安全帽佩戴识别研究;王秋余;《中国优秀硕士学位论文全文数据库 工程科技Ⅰ辑》;20190615;B026-5 * |
Also Published As
Publication number | Publication date |
---|---|
CN111275058A (zh) | 2020-06-12 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN111275058B (zh) | 一种基于行人重识别的安全帽佩戴与颜色识别方法及装置 | |
CN111027378B (zh) | 行人重识别的方法、装置、终端及存储介质 | |
WO2022134655A1 (zh) | 一种端到端的视频动作检测定位系统 | |
CN111797653B (zh) | 基于高维图像的图像标注方法和装置 | |
CN111274922B (zh) | 基于多层次深度学习网络的行人重识别方法及系统 | |
CN108520226B (zh) | 一种基于躯体分解和显著性检测的行人重识别方法 | |
EP2808827B1 (en) | System and method for OCR output verification | |
WO2021139324A1 (zh) | 图像识别方法、装置、计算机可读存储介质及电子设备 | |
CN110046599A (zh) | 基于深度融合神经网络行人重识别技术的智能监控方法 | |
CN105005772B (zh) | 一种视频场景检测方法 | |
CN107330397B (zh) | 一种基于大间隔相对距离度量学习的行人重识别方法 | |
CN108460356A (zh) | 一种基于监控系统的人脸图像自动处理系统 | |
CN108549926A (zh) | 一种用于精细化识别车辆属性的深度神经网络及训练方法 | |
WO2017016240A1 (zh) | 一种钞票冠字号识别方法 | |
CN103714181B (zh) | 一种层级化的特定人物检索方法 | |
CN111582129A (zh) | 一种盾构机司机工作状态实时监测报警方法及装置 | |
CN113034506B (zh) | 遥感图像语义分割方法、装置、计算机设备和存储介质 | |
CN112070058A (zh) | 人脸面部复合情感表情识别方法及系统 | |
CN103988232A (zh) | 使用运动流形来改进图像匹配 | |
CN110232331B (zh) | 一种在线人脸聚类的方法及系统 | |
US20230095533A1 (en) | Enriched and discriminative convolutional neural network features for pedestrian re-identification and trajectory modeling | |
CN114005140B (zh) | 一种人员识别方法、装置、设备、行人监控系统及存储介质 | |
CN111753618B (zh) | 图像识别方法、装置、计算机设备及计算机可读存储介质 | |
CN112381047B (zh) | 一种人脸表情图像的增强识别方法 | |
CN115082963B (zh) | 人体属性识别模型训练及人体属性识别方法、相关装置 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CP03 | Change of name, title or address | ||
CP03 | Change of name, title or address |
Address after: 266318 building a of Daguhe Resort Management Committee, No. 1, Hong Kong Road, Jiaozhou City, Qingdao City, Shandong Province Patentee after: Qingdao Gaozhong Information Technology Co.,Ltd. Address before: Room 1208, building 20, 958 Zhenbei Road, Putuo District, Shanghai 200072 Patentee before: SHANGHAI GAOZHONG INFORMATION TECHNOLOGY Co.,Ltd. |
|
CP03 | Change of name, title or address | ||
CP03 | Change of name, title or address |
Address after: 266000 Building A, Management Committee of Dagu River Resort, No.1 Hong Kong Road, Jiaozhou, Qingdao, Shandong Patentee after: Gaozhong Information Technology Group Co.,Ltd. Country or region after: China Address before: 266318 building a of Daguhe Resort Management Committee, No. 1, Hong Kong Road, Jiaozhou City, Qingdao City, Shandong Province Patentee before: Qingdao Gaozhong Information Technology Co.,Ltd. Country or region before: China |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20250401 Address after: Room 1602, 757 Guangzhong West Road, Jing'an District, Shanghai, 200000 Patentee after: Shanghai Gaozhong Intelligent Technology Co.,Ltd. Country or region after: China Address before: 266000 Building A, Management Committee of Dagu River Resort, No.1 Hong Kong Road, Jiaozhou, Qingdao, Shandong Patentee before: Gaozhong Information Technology Group Co.,Ltd. Country or region before: China |