CN111738341B - 一种分布式大规模人脸聚类方法及装置 - Google Patents
一种分布式大规模人脸聚类方法及装置 Download PDFInfo
- Publication number
- CN111738341B CN111738341B CN202010587955.7A CN202010587955A CN111738341B CN 111738341 B CN111738341 B CN 111738341B CN 202010587955 A CN202010587955 A CN 202010587955A CN 111738341 B CN111738341 B CN 111738341B
- Authority
- CN
- China
- Prior art keywords
- class
- face
- clustering
- link
- merging
- 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
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Image Analysis (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
Description
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010587955.7A CN111738341B (zh) | 2020-06-24 | 2020-06-24 | 一种分布式大规模人脸聚类方法及装置 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010587955.7A CN111738341B (zh) | 2020-06-24 | 2020-06-24 | 一种分布式大规模人脸聚类方法及装置 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN111738341A CN111738341A (zh) | 2020-10-02 |
CN111738341B true CN111738341B (zh) | 2022-04-26 |
Family
ID=72650936
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202010587955.7A Active CN111738341B (zh) | 2020-06-24 | 2020-06-24 | 一种分布式大规模人脸聚类方法及装置 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN111738341B (zh) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112270290B (zh) * | 2020-11-10 | 2022-08-02 | 佳都科技集团股份有限公司 | 人脸图像动态聚类方法、装置、电子设备和存储介质 |
CN113052245B (zh) * | 2021-03-30 | 2023-08-25 | 重庆紫光华山智安科技有限公司 | 图像聚类方法和装置、电子设备及存储介质 |
CN114492678A (zh) * | 2022-04-13 | 2022-05-13 | 深圳前海中电慧安科技有限公司 | 一种人像聚类建档方法、装置、设备及存储介质 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101872346A (zh) * | 2009-04-22 | 2010-10-27 | 中国科学院自动化研究所 | 一种自动生成视频导航系统的方法 |
CN104615638A (zh) * | 2014-11-25 | 2015-05-13 | 浙江银江研究院有限公司 | 一种面向大数据的分布式密度聚类方法 |
CN108875778A (zh) * | 2018-05-04 | 2018-11-23 | 北京旷视科技有限公司 | 人脸聚类方法、装置、系统和存储介质 |
CN110232373A (zh) * | 2019-08-12 | 2019-09-13 | 佳都新太科技股份有限公司 | 人脸聚类方法、装置、设备和存储介质 |
CN111259098A (zh) * | 2020-01-10 | 2020-06-09 | 桂林电子科技大学 | 一种基于稀疏表示和Fréchet距离融合的轨迹相似度计算方法 |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8930422B2 (en) * | 2012-06-04 | 2015-01-06 | Northrop Grumman Systems Corporation | Pipelined incremental clustering algorithm |
CN106021388A (zh) * | 2016-05-11 | 2016-10-12 | 华南理工大学 | 基于lda主题聚类的微信公众号的分类方法 |
-
2020
- 2020-06-24 CN CN202010587955.7A patent/CN111738341B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101872346A (zh) * | 2009-04-22 | 2010-10-27 | 中国科学院自动化研究所 | 一种自动生成视频导航系统的方法 |
CN104615638A (zh) * | 2014-11-25 | 2015-05-13 | 浙江银江研究院有限公司 | 一种面向大数据的分布式密度聚类方法 |
CN108875778A (zh) * | 2018-05-04 | 2018-11-23 | 北京旷视科技有限公司 | 人脸聚类方法、装置、系统和存储介质 |
CN110232373A (zh) * | 2019-08-12 | 2019-09-13 | 佳都新太科技股份有限公司 | 人脸聚类方法、装置、设备和存储介质 |
CN111259098A (zh) * | 2020-01-10 | 2020-06-09 | 桂林电子科技大学 | 一种基于稀疏表示和Fréchet距离融合的轨迹相似度计算方法 |
Non-Patent Citations (3)
Title |
---|
Multi-face detection basedsubtractive clustering for color images on downsampling and modified;KONG Wan-zeng 等;《Journal of Zhejiang University SCIENCE A》;20071231;第8卷(第1期);第72-78页 * |
基于结构相似度的大规模社交网络聚类算法;陈季梦 等;《电子与信息学报》;20150228;第37卷(第2期);第449-454页 * |
面向大数据处理的并行优化抽样聚类K-means算法;周润物 等;《计算机应用》;20160210;第36卷(第2期);第311-315、329页 * |
Also Published As
Publication number | Publication date |
---|---|
CN111738341A (zh) | 2020-10-02 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN111738341B (zh) | 一种分布式大规模人脸聚类方法及装置 | |
US9224071B2 (en) | Unsupervised object class discovery via bottom up multiple class learning | |
EP4002161A1 (en) | Image retrieval method and apparatus, storage medium, and device | |
CN104820708B (zh) | 一种基于云计算平台的大数据聚类方法和装置 | |
WO2022126810A1 (zh) | 文本聚类方法 | |
CN104809244B (zh) | 一种大数据环境下的数据挖掘方法和装置 | |
CN110232373A (zh) | 人脸聚类方法、装置、设备和存储介质 | |
CN111898703B (zh) | 多标签视频分类方法、模型训练方法、装置及介质 | |
CN110008365B (zh) | 一种图像处理方法、装置、设备及可读存储介质 | |
CN110765301B (zh) | 图片处理方法、装置、设备及存储介质 | |
CN110751027B (zh) | 一种基于深度多示例学习的行人重识别方法 | |
WO2022088390A1 (zh) | 图像的增量聚类方法、装置、电子设备、存储介质及程序产品 | |
Papadopoulos et al. | Image clustering through community detection on hybrid image similarity graphs | |
CN111061837A (zh) | 话题识别方法、装置、设备及介质 | |
CN108537270A (zh) | 基于多标签学习的图像标注方法、终端设备及存储介质 | |
CN110909817B (zh) | 分布式聚类方法及系统、处理器、电子设备及存储介质 | |
Guo et al. | Multi-view feature learning for VHR remote sensing image classification | |
Yan et al. | Shared-private information bottleneck method for cross-modal clustering | |
Yang et al. | Fast and robust key frame extraction method for gesture video based on high-level feature representation | |
Wang et al. | A robust spectral clustering algorithm based on grid-partition and decision-graph | |
Wu et al. | Cloud robot: semantic map building for intelligent service task | |
CN114610758A (zh) | 基于数据仓库的数据处理方法、装置、可读介质及设备 | |
He et al. | ECS-SC: Long-tailed classification via data augmentation based on easily confused sample selection and combination | |
CN115168609A (zh) | 一种文本匹配方法、装置、计算机设备和存储介质 | |
CN111091198B (zh) | 一种数据处理方法及装置 |
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 | ||
CB02 | Change of applicant information |
Address after: 511457 room 1306, No. 26, Jinlong Road, Nansha District, Guangzhou City, Guangdong Province (for office use only) Applicant after: Guangzhou Jiadu Technology Software Development Co.,Ltd. Applicant after: Jiadu Technology Group Co.,Ltd. Address before: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant before: Jiadu Technology Group Co.,Ltd. Applicant before: Guangzhou Jiadu Technology Software Development Co.,Ltd. Address after: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant after: Jiadu Technology Group Co.,Ltd. Applicant after: Guangzhou Jiadu Technology Software Development Co.,Ltd. Address before: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant before: PCI-SUNTEKTECH Co.,Ltd. Applicant before: Guangzhou Jiadu Technology Software Development Co.,Ltd. |
|
CB02 | Change of applicant information | ||
CB02 | Change of applicant information |
Address after: 511457 room 6, room 103, No. 2, Jinmao West 2nd Street, Huangge Town, Nansha District, Guangzhou City, Guangdong Province (office only) Applicant after: Guangzhou Jiadu Technology Software Development Co.,Ltd. Applicant after: Jiadu Technology Group Co.,Ltd. Address before: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant before: Jiadu Technology Group Co.,Ltd. Applicant before: Guangzhou Jiadu Technology Software Development Co.,Ltd. Address after: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant after: Jiadu Technology Group Co.,Ltd. Applicant after: Guangzhou Jiadu Technology Software Development Co.,Ltd. Address before: Room 306, zone 2, building 1, Fanshan entrepreneurship center, Panyu energy saving technology park, No. 832 Yingbin Road, Donghuan street, Panyu District, Guangzhou City, Guangdong Province Applicant before: PCI-SUNTEKTECH Co.,Ltd. Applicant before: Guangzhou Jiadu Technology Software Development Co.,Ltd. |
|
CB02 | Change of applicant information | ||
GR01 | Patent grant | ||
GR01 | Patent grant |