CN112257587B - 目标对象的检测效果评估方法、装置、存储介质及设备 - Google Patents
目标对象的检测效果评估方法、装置、存储介质及设备 Download PDFInfo
- Publication number
- CN112257587B CN112257587B CN202011135866.5A CN202011135866A CN112257587B CN 112257587 B CN112257587 B CN 112257587B CN 202011135866 A CN202011135866 A CN 202011135866A CN 112257587 B CN112257587 B CN 112257587B
- Authority
- CN
- China
- Prior art keywords
- target object
- detection
- error
- frames
- detected
- 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
- 238000001514 detection method Methods 0.000 title claims abstract description 197
- 230000000694 effects Effects 0.000 title claims abstract description 68
- 238000011156 evaluation Methods 0.000 title claims abstract description 26
- 238000012360 testing method Methods 0.000 claims abstract description 59
- 238000002372 labelling Methods 0.000 claims abstract description 24
- 238000000034 method Methods 0.000 claims abstract description 24
- 230000008859 change Effects 0.000 claims description 17
- 230000000087 stabilizing effect Effects 0.000 claims description 6
- 238000012545 processing Methods 0.000 abstract description 2
- 230000008569 process Effects 0.000 description 6
- 238000010586 diagram Methods 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
Classifications
-
- 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
-
- 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
-
- 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
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/07—Target detection
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Software Systems (AREA)
- Computational Linguistics (AREA)
- Image Analysis (AREA)
Abstract
Description
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011135866.5A CN112257587B (zh) | 2020-10-22 | 2020-10-22 | 目标对象的检测效果评估方法、装置、存储介质及设备 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011135866.5A CN112257587B (zh) | 2020-10-22 | 2020-10-22 | 目标对象的检测效果评估方法、装置、存储介质及设备 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112257587A CN112257587A (zh) | 2021-01-22 |
CN112257587B true CN112257587B (zh) | 2023-12-22 |
Family
ID=74264738
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202011135866.5A Active CN112257587B (zh) | 2020-10-22 | 2020-10-22 | 目标对象的检测效果评估方法、装置、存储介质及设备 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112257587B (zh) |
Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101203731A (zh) * | 2005-06-21 | 2008-06-18 | 法国空中巴士公司 | 用于按照飞行计划飞行的飞行器的显示方法和设备 |
CN101388145A (zh) * | 2008-11-06 | 2009-03-18 | 北京汇大通业科技有限公司 | 道路交通安全自动警示方法及装置 |
CN103324937A (zh) * | 2012-03-21 | 2013-09-25 | 日电(中国)有限公司 | 标注目标的方法和装置 |
CN103810854A (zh) * | 2014-03-03 | 2014-05-21 | 北京工业大学 | 一种基于人工标定的智能交通算法评估方法 |
CN108230352A (zh) * | 2017-01-24 | 2018-06-29 | 北京市商汤科技开发有限公司 | 目标对象的检测方法、装置和电子设备 |
CN108364301A (zh) * | 2018-02-12 | 2018-08-03 | 中国科学院自动化研究所 | 基于跨时重叠率的视觉跟踪算法稳定性评估方法及装置 |
CN108681243A (zh) * | 2018-05-03 | 2018-10-19 | 南京理工大学 | 一种机器人轨迹跟踪方法 |
CN110110649A (zh) * | 2019-05-02 | 2019-08-09 | 西安电子科技大学 | 基于速度方向的可选择性人脸检测方法 |
CN110290101A (zh) * | 2019-04-15 | 2019-09-27 | 南京邮电大学 | 智能电网环境中基于深度信任网络的关联攻击行为识别方法 |
CN110450150A (zh) * | 2018-05-07 | 2019-11-15 | 苏州睿牛机器人技术有限公司 | 轨迹跟踪控制方法及轨迹跟踪系统 |
CN110490905A (zh) * | 2019-08-15 | 2019-11-22 | 江西联创精密机电有限公司 | 一种基于YOLOv3和DSST算法的目标跟踪方法 |
CN111666871A (zh) * | 2020-06-03 | 2020-09-15 | 南京航空航天大学 | 一种面向无人机的改进yolo与sift相结合的多小目标检测跟踪方法 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9684830B2 (en) * | 2014-11-14 | 2017-06-20 | Intel Corporation | Automatic target selection for multi-target object tracking |
-
2020
- 2020-10-22 CN CN202011135866.5A patent/CN112257587B/zh active Active
Patent Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101203731A (zh) * | 2005-06-21 | 2008-06-18 | 法国空中巴士公司 | 用于按照飞行计划飞行的飞行器的显示方法和设备 |
CN101388145A (zh) * | 2008-11-06 | 2009-03-18 | 北京汇大通业科技有限公司 | 道路交通安全自动警示方法及装置 |
CN103324937A (zh) * | 2012-03-21 | 2013-09-25 | 日电(中国)有限公司 | 标注目标的方法和装置 |
CN103810854A (zh) * | 2014-03-03 | 2014-05-21 | 北京工业大学 | 一种基于人工标定的智能交通算法评估方法 |
CN108230352A (zh) * | 2017-01-24 | 2018-06-29 | 北京市商汤科技开发有限公司 | 目标对象的检测方法、装置和电子设备 |
CN108364301A (zh) * | 2018-02-12 | 2018-08-03 | 中国科学院自动化研究所 | 基于跨时重叠率的视觉跟踪算法稳定性评估方法及装置 |
CN108681243A (zh) * | 2018-05-03 | 2018-10-19 | 南京理工大学 | 一种机器人轨迹跟踪方法 |
CN110450150A (zh) * | 2018-05-07 | 2019-11-15 | 苏州睿牛机器人技术有限公司 | 轨迹跟踪控制方法及轨迹跟踪系统 |
CN110290101A (zh) * | 2019-04-15 | 2019-09-27 | 南京邮电大学 | 智能电网环境中基于深度信任网络的关联攻击行为识别方法 |
CN110110649A (zh) * | 2019-05-02 | 2019-08-09 | 西安电子科技大学 | 基于速度方向的可选择性人脸检测方法 |
CN110490905A (zh) * | 2019-08-15 | 2019-11-22 | 江西联创精密机电有限公司 | 一种基于YOLOv3和DSST算法的目标跟踪方法 |
CN111666871A (zh) * | 2020-06-03 | 2020-09-15 | 南京航空航天大学 | 一种面向无人机的改进yolo与sift相结合的多小目标检测跟踪方法 |
Non-Patent Citations (2)
Title |
---|
Object Tracking on Satellite Videos: A Correlation Filter-Based Tracking Method With Trajectory Correction by Kalman Filter;Yujia Guo等;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;第12卷(第9期);第3538 - 3551页 * |
面向公安业务的视频分析软件性能评测关键方法研究;宗权;中国优秀硕士学位论文全文数据库信息科技辑(第4期);第I138-3233页 * |
Also Published As
Publication number | Publication date |
---|---|
CN112257587A (zh) | 2021-01-22 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110764993A (zh) | 自动化测试方法及终端设备 | |
US10359770B2 (en) | Estimation of abnormal sensors | |
CN111429482A (zh) | 目标跟踪方法、装置、计算机设备和存储介质 | |
CN109740609B (zh) | 一种轨距检测方法及装置 | |
CN106529545A (zh) | 一种基于图像特征描述的散斑图像质量识别方法及系统 | |
US20160189359A1 (en) | Sampling method and image processing apparatus of cs-ransac for estimating homography | |
CN111339231B (zh) | 众包更新结果的处理方法及装置 | |
CN111310829A (zh) | 基于混淆矩阵的分类结果检测方法、装置及存储介质 | |
CN109523557B (zh) | 一种图像语义分割标注方法、装置及存储介质 | |
CN111274852A (zh) | 目标对象关键点检测方法和装置 | |
CN112257587B (zh) | 目标对象的检测效果评估方法、装置、存储介质及设备 | |
CN111950605A (zh) | 表计识别模型的学习方法、装置、设备和表计识别方法 | |
CN111950517A (zh) | 一种目标检测方法、模型训练方法,电子设备及存储介质 | |
CN116137061A (zh) | 数量统计模型的训练方法、装置、电子设备及存储介质 | |
CN115620254A (zh) | 车道线检测的评估方法、装置、设备和存储介质 | |
CN110765005A (zh) | 软件可靠性评估方法和装置 | |
CN111382052A (zh) | 代码质量评价方法、装置及电子设备 | |
CN113537407B (zh) | 基于机器学习的图像数据评价处理方法及装置 | |
CN115248993A (zh) | 一种仿真场景模型真实性检测方法、装置及存储介质 | |
CN115393619A (zh) | 一种自动驾驶中模拟场景的推荐方法、装置及电子设备 | |
CN110647826B (zh) | 商品训练图片的获取方法、装置、计算机设备和存储介质 | |
CN114047913A (zh) | 一种反例引导的稀疏空间流模型检测方法及系统 | |
CN113435305A (zh) | 目标物识别算法的精度检测方法、装置、设备及存储介质 | |
CN112233171A (zh) | 目标标注质量检验方法、装置、计算机设备和存储介质 | |
CN117558307B (zh) | 存储芯片的门限电压调节方法、装置、设备及存储介质 |
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 | ||
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20220107 Address after: 2209-c1, No. 19, Erquan East Road, Huizhi enterprise center, Xishan District, Wuxi City, Jiangsu Province, 214000 Applicant after: Wuxi yuspace Intelligent Technology Co.,Ltd. Address before: Room 1101, block C, Kangyuan smart port, No. 50, Jiangdong Street, Jialing, Jianye District, Nanjing City, Jiangsu Province, 210000 Applicant before: Jiangsu Yu Space Technology Co.,Ltd. |
|
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20220916 Address after: Room 1101, block C, Kangyuan smart port, No. 50, Jiangdong Street, Jialing, Jianye District, Nanjing City, Jiangsu Province, 210000 Applicant after: Jiangsu Yu Space Technology Co.,Ltd. Address before: 2209-c1, No. 19, Erquan East Road, Huizhi enterprise center, Xishan District, Wuxi City, Jiangsu Province, 214000 Applicant before: Wuxi yuspace Intelligent Technology Co.,Ltd. |
|
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20230828 Address after: 2209-c1, No. 19, Erquan East Road, Huizhi enterprise center, Xishan District, Wuxi City, Jiangsu Province, 214000 Applicant after: Wuxi yuspace Intelligent Technology Co.,Ltd. Address before: Room 1101, block C, Kangyuan smart port, No. 50, Jiangdong Street, Jialing, Jianye District, Nanjing City, Jiangsu Province, 210000 Applicant before: Jiangsu Yu Space Technology Co.,Ltd. |
|
GR01 | Patent grant | ||
GR01 | Patent grant |