CN112052821A - 消防通道安全检测方法、装置、设备及存储介质 - Google Patents
消防通道安全检测方法、装置、设备及存储介质 Download PDFInfo
- Publication number
- CN112052821A CN112052821A CN202010970417.6A CN202010970417A CN112052821A CN 112052821 A CN112052821 A CN 112052821A CN 202010970417 A CN202010970417 A CN 202010970417A CN 112052821 A CN112052821 A CN 112052821A
- Authority
- CN
- China
- Prior art keywords
- fire fighting
- picture
- detected
- feature
- reference picture
- 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.)
- Granted
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 53
- 238000003860 storage Methods 0.000 title description 14
- 238000005286 illumination Methods 0.000 claims abstract description 42
- 238000000605 extraction Methods 0.000 claims abstract description 33
- 238000000034 method Methods 0.000 claims description 24
- 230000000007 visual effect Effects 0.000 claims description 11
- 238000013527 convolutional neural network Methods 0.000 claims description 7
- 238000013135 deep learning Methods 0.000 claims description 5
- 238000010586 diagram Methods 0.000 description 7
- 238000004590 computer program Methods 0.000 description 5
- 230000004888 barrier function Effects 0.000 description 4
- 238000004891 communication Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 230000009286 beneficial effect Effects 0.000 description 3
- 238000007689 inspection Methods 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 2
- 238000005457 optimization Methods 0.000 description 2
- 238000009826 distribution Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000000802 evaporation-induced self-assembly Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000005304 joining Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000011897 real-time detection Methods 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Images
Classifications
-
- 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
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- 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
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
-
- 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
- G06V10/60—Extraction of image or video features relating to illumination properties, e.g. using a reflectance or lighting model
-
- 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
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B20/00—Energy efficient lighting technologies, e.g. halogen lamps or gas discharge lamps
- Y02B20/40—Control techniques providing energy savings, e.g. smart controller or presence detection
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Molecular Biology (AREA)
- General Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- Mathematical Physics (AREA)
- Biomedical Technology (AREA)
- Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Computer Graphics (AREA)
- Geometry (AREA)
- Alarm Systems (AREA)
- Image Analysis (AREA)
Abstract
Description
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010970417.6A CN112052821B (zh) | 2020-09-15 | 2020-09-15 | 消防通道安全检测方法、装置、设备及存储介质 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010970417.6A CN112052821B (zh) | 2020-09-15 | 2020-09-15 | 消防通道安全检测方法、装置、设备及存储介质 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112052821A true CN112052821A (zh) | 2020-12-08 |
CN112052821B CN112052821B (zh) | 2023-07-07 |
Family
ID=73604262
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202010970417.6A Active CN112052821B (zh) | 2020-09-15 | 2020-09-15 | 消防通道安全检测方法、装置、设备及存储介质 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112052821B (zh) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112668423A (zh) * | 2020-12-18 | 2021-04-16 | 平安科技(深圳)有限公司 | 楼道杂物检测方法、装置、终端设备及存储介质 |
CN112966545A (zh) * | 2020-12-31 | 2021-06-15 | 杭州拓深科技有限公司 | 基于平均哈希的消防通道占用监测方法、装置、电子装置和存储介质 |
CN112989930A (zh) * | 2021-02-04 | 2021-06-18 | 西安美格智联软件科技有限公司 | 一种自动监测消防通道堵塞的方法、***、介质、终端 |
CN113033367A (zh) * | 2021-03-18 | 2021-06-25 | 山东渤聚通云计算有限公司 | 基于消防现场的监测方法、装置以及电子设备 |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103366374A (zh) * | 2013-07-12 | 2013-10-23 | 重庆大学 | 基于图像匹配的消防通道障碍物检测方法 |
CN104463253A (zh) * | 2015-01-06 | 2015-03-25 | 电子科技大学 | 基于自适应背景学习的消防通道安全检测方法 |
CN108009528A (zh) * | 2017-12-26 | 2018-05-08 | 广州广电运通金融电子股份有限公司 | 基于Triplet Loss的人脸认证方法、装置、计算机设备和存储介质 |
CN109190446A (zh) * | 2018-07-06 | 2019-01-11 | 西北工业大学 | 基于三元组聚焦损失函数的行人再识别方法 |
CN109241896A (zh) * | 2018-08-28 | 2019-01-18 | 腾讯科技(深圳)有限公司 | 一种通道安全检测方法、装置及电子设备 |
CN110399856A (zh) * | 2019-07-31 | 2019-11-01 | 上海商汤临港智能科技有限公司 | 特征提取网络训练方法、图像处理方法、装置及其设备 |
CN110443196A (zh) * | 2019-08-05 | 2019-11-12 | 上海天诚比集科技有限公司 | 基于ssim算法的消防占道检测方法 |
US20200125866A1 (en) * | 2018-10-18 | 2020-04-23 | Cartica Ai Ltd. | Method and system for obstacle detection |
-
2020
- 2020-09-15 CN CN202010970417.6A patent/CN112052821B/zh active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103366374A (zh) * | 2013-07-12 | 2013-10-23 | 重庆大学 | 基于图像匹配的消防通道障碍物检测方法 |
CN104463253A (zh) * | 2015-01-06 | 2015-03-25 | 电子科技大学 | 基于自适应背景学习的消防通道安全检测方法 |
CN108009528A (zh) * | 2017-12-26 | 2018-05-08 | 广州广电运通金融电子股份有限公司 | 基于Triplet Loss的人脸认证方法、装置、计算机设备和存储介质 |
WO2019128367A1 (zh) * | 2017-12-26 | 2019-07-04 | 广州广电运通金融电子股份有限公司 | 基于Triplet Loss的人脸认证方法、装置、计算机设备和存储介质 |
CN109190446A (zh) * | 2018-07-06 | 2019-01-11 | 西北工业大学 | 基于三元组聚焦损失函数的行人再识别方法 |
CN109241896A (zh) * | 2018-08-28 | 2019-01-18 | 腾讯科技(深圳)有限公司 | 一种通道安全检测方法、装置及电子设备 |
US20200125866A1 (en) * | 2018-10-18 | 2020-04-23 | Cartica Ai Ltd. | Method and system for obstacle detection |
CN110399856A (zh) * | 2019-07-31 | 2019-11-01 | 上海商汤临港智能科技有限公司 | 特征提取网络训练方法、图像处理方法、装置及其设备 |
CN110443196A (zh) * | 2019-08-05 | 2019-11-12 | 上海天诚比集科技有限公司 | 基于ssim算法的消防占道检测方法 |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112668423A (zh) * | 2020-12-18 | 2021-04-16 | 平安科技(深圳)有限公司 | 楼道杂物检测方法、装置、终端设备及存储介质 |
CN112668423B (zh) * | 2020-12-18 | 2024-05-28 | 平安科技(深圳)有限公司 | 楼道杂物检测方法、装置、终端设备及存储介质 |
CN112966545A (zh) * | 2020-12-31 | 2021-06-15 | 杭州拓深科技有限公司 | 基于平均哈希的消防通道占用监测方法、装置、电子装置和存储介质 |
CN112989930A (zh) * | 2021-02-04 | 2021-06-18 | 西安美格智联软件科技有限公司 | 一种自动监测消防通道堵塞的方法、***、介质、终端 |
CN113033367A (zh) * | 2021-03-18 | 2021-06-25 | 山东渤聚通云计算有限公司 | 基于消防现场的监测方法、装置以及电子设备 |
Also Published As
Publication number | Publication date |
---|---|
CN112052821B (zh) | 2023-07-07 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN112052821A (zh) | 消防通道安全检测方法、装置、设备及存储介质 | |
CN110084095B (zh) | 车道线检测方法、车道线检测装置和计算机存储介质 | |
US9349066B2 (en) | Object tracking and processing | |
CN108256404B (zh) | 行人检测方法和装置 | |
WO2013101460A2 (en) | Clustering-based object classification | |
CN113012383B (zh) | 火灾检测报警方法、相关***、相关设备及存储介质 | |
JP6182676B2 (ja) | 騒音マップ制作方法及び装置 | |
CN111553298B (zh) | 一种基于区块链的火灾识别方法及*** | |
CN111914670A (zh) | 一种遗留物品检测方法、装置、***及存储介质 | |
CN111160187B (zh) | 一种遗留物体检测的方法、装置及*** | |
CN111914656A (zh) | 一种人员行为检测方法、装置、电子设备及存储介质 | |
CN110647818A (zh) | 一种遮挡目标物体的识别方法及装置 | |
CN110991215A (zh) | 车道线检测方法、装置、存储介质及电子设备 | |
US20230386221A1 (en) | Method for detecting road conditions and electronic device | |
Sefat et al. | Implementation of vision based intelligent home automation and security system | |
CN114359618A (zh) | 神经网络模型的训练方法、电子设备及计算机程序产品 | |
CN112001453B (zh) | 一种视频事件检测算法的准确率计算方法及装置 | |
CN111008609B (zh) | 交通灯与车道的匹配方法、装置及电子设备 | |
CN113205028A (zh) | 一种基于改进YOLOv3模型的行人检测方法及*** | |
Zhu et al. | Detection and recognition of abnormal running behavior in surveillance video | |
CN115410153A (zh) | 一种门开关状态的判定方法、装置、电子终端及存储介质 | |
CN112529953B (zh) | 电梯的空间状态判断方法、装置及存储介质 | |
CN113903000A (zh) | 一种翻墙检测方法、装置及设备 | |
CN112949526A (zh) | 人脸检测方法和装置 | |
Li et al. | Early Flame Detection in Video Sequences based on DS Evidence Theory. |
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 | ||
CP01 | Change in the name or title of a patent holder |
Address after: 311215 unit 1, building 1, area C, Qianjiang Century Park, ningwei street, Xiaoshan District, Hangzhou City, Zhejiang Province Patentee after: Zhejiang Visual Intelligence Innovation Center Co.,Ltd. Address before: 311215 unit 1, building 1, area C, Qianjiang Century Park, ningwei street, Xiaoshan District, Hangzhou City, Zhejiang Province Patentee before: Zhejiang smart video security Innovation Center Co.,Ltd. |
|
CP01 | Change in the name or title of a patent holder | ||
EE01 | Entry into force of recordation of patent licensing contract |
Application publication date: 20201208 Assignee: Institute of Information Technology, Zhejiang Peking University Assignor: Zhejiang Visual Intelligence Innovation Center Co.,Ltd. Contract record no.: X2024330000024 Denomination of invention: Fire safety inspection methods, devices, equipment, and storage media for fire exits Granted publication date: 20230707 License type: Common License Record date: 20240401 |
|
EE01 | Entry into force of recordation of patent licensing contract |