CN112507154B - 一种信息处理装置 - Google Patents
一种信息处理装置 Download PDFInfo
- Publication number
- CN112507154B CN112507154B CN202011530775.1A CN202011530775A CN112507154B CN 112507154 B CN112507154 B CN 112507154B CN 202011530775 A CN202011530775 A CN 202011530775A CN 112507154 B CN112507154 B CN 112507154B
- Authority
- CN
- China
- Prior art keywords
- image
- training
- group
- unit
- subset
- 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
- 230000010365 information processing Effects 0.000 title claims abstract description 16
- 238000012549 training Methods 0.000 claims abstract description 117
- 238000013145 classification model Methods 0.000 claims abstract description 37
- 238000004364 calculation method Methods 0.000 claims abstract description 13
- 238000002372 labelling Methods 0.000 claims description 20
- 230000000717 retained effect Effects 0.000 claims description 10
- 238000005286 illumination Methods 0.000 claims description 3
- 238000000034 method Methods 0.000 abstract description 3
- 230000008901 benefit Effects 0.000 description 3
- 238000011161 development Methods 0.000 description 3
- 238000013527 convolutional neural network Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012706 support-vector machine Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/55—Clustering; Classification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
-
- 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
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24137—Distances to cluster centroïds
- G06F18/2414—Smoothing the distance, e.g. radial basis function networks [RBFN]
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Bioinformatics & Computational Biology (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Library & Information Science (AREA)
- Databases & Information Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Image Analysis (AREA)
Abstract
Description
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011530775.1A CN112507154B (zh) | 2020-12-22 | 2020-12-22 | 一种信息处理装置 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011530775.1A CN112507154B (zh) | 2020-12-22 | 2020-12-22 | 一种信息处理装置 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112507154A CN112507154A (zh) | 2021-03-16 |
CN112507154B true CN112507154B (zh) | 2022-02-11 |
Family
ID=74921851
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202011530775.1A Active CN112507154B (zh) | 2020-12-22 | 2020-12-22 | 一种信息处理装置 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112507154B (zh) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113360693B (zh) * | 2021-05-31 | 2024-08-09 | 北京百度网讯科技有限公司 | 确定图像标签的方法及其装置、电子设备以及存储介质 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105095915A (zh) * | 2015-08-21 | 2015-11-25 | 努比亚技术有限公司 | 一种信息处理方法及装置、终端 |
CN105205181A (zh) * | 2015-10-28 | 2015-12-30 | 上海斐讯数据通信技术有限公司 | 一种照片管理方法及管理系统 |
CN105913052A (zh) * | 2016-06-08 | 2016-08-31 | Tcl集团股份有限公司 | 一种照片分类管理的方法及其系统 |
CN106326908A (zh) * | 2015-06-30 | 2017-01-11 | 中兴通讯股份有限公司 | 一种图片的管理方法、装置及终端设备 |
CN110046266A (zh) * | 2019-03-28 | 2019-07-23 | 广东紫晶信息存储技术股份有限公司 | 一种照片的智能管理方法及装置 |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8472726B2 (en) * | 2011-01-07 | 2013-06-25 | Yuval Gronau | Document comparison and analysis |
CN105072337B (zh) * | 2015-07-31 | 2019-03-26 | 小米科技有限责任公司 | 图片处理方法及装置 |
CN105224409A (zh) * | 2015-09-30 | 2016-01-06 | 努比亚技术有限公司 | 一种内存的管理方法及装置 |
-
2020
- 2020-12-22 CN CN202011530775.1A patent/CN112507154B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106326908A (zh) * | 2015-06-30 | 2017-01-11 | 中兴通讯股份有限公司 | 一种图片的管理方法、装置及终端设备 |
CN105095915A (zh) * | 2015-08-21 | 2015-11-25 | 努比亚技术有限公司 | 一种信息处理方法及装置、终端 |
CN105205181A (zh) * | 2015-10-28 | 2015-12-30 | 上海斐讯数据通信技术有限公司 | 一种照片管理方法及管理系统 |
CN105913052A (zh) * | 2016-06-08 | 2016-08-31 | Tcl集团股份有限公司 | 一种照片分类管理的方法及其系统 |
CN110046266A (zh) * | 2019-03-28 | 2019-07-23 | 广东紫晶信息存储技术股份有限公司 | 一种照片的智能管理方法及装置 |
Non-Patent Citations (2)
Title |
---|
照片自动分类器的设计;宋士鹏;《中国优秀硕士学位论文全文数据库 信息科技辑》;20141115;I138-527 * |
面向Android平台的智慧相册的设计与实现;孙家贺;《中国优秀硕士学位论文全文数据库 信息科技辑》;20170115;I138-596 * |
Also Published As
Publication number | Publication date |
---|---|
CN112507154A (zh) | 2021-03-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US7215828B2 (en) | Method and system for determining image orientation | |
US7711145B2 (en) | Finding images with multiple people or objects | |
US8792722B2 (en) | Hand gesture detection | |
EP1886255B1 (en) | Using photographer identity to classify images | |
US10679041B2 (en) | Hybrid deep learning method for recognizing facial expressions | |
Boutell et al. | Photo classification by integrating image content and camera metadata | |
US8571332B2 (en) | Methods, systems, and media for automatically classifying face images | |
US20070098303A1 (en) | Determining a particular person from a collection | |
US20120027263A1 (en) | Hand gesture detection | |
US20070196013A1 (en) | Automatic classification of photographs and graphics | |
CN110472494A (zh) | 脸部特征提取模型训练方法、脸部特征提取方法、装置、设备及存储介质 | |
CN111340131A (zh) | 图像的标注方法、装置、可读介质和电子设备 | |
CN113808069A (zh) | 图像中的分层多类曝光缺陷分类 | |
CN105631404B (zh) | 对照片进行聚类的方法及装置 | |
US11783192B2 (en) | Hybrid deep learning method for recognizing facial expressions | |
CN110807759A (zh) | 照片质量的评价方法及装置、电子设备、可读存储介质 | |
CN109635647B (zh) | 一种基于约束条件下的多图片多人脸的聚类方法 | |
CN112507154B (zh) | 一种信息处理装置 | |
CN112507155B (zh) | 一种信息处理方法 | |
CN116095363B (zh) | 基于关键行为识别的移动端短视频高光时刻剪辑方法 | |
CN113111888B (zh) | 一种图片判别方法及装置 | |
CN112613492B (zh) | 一种数据处理方法及装置 | |
JP2015158739A (ja) | 画像分類装置、画像分類方法及び画像分類プログラム | |
CN112464015A (zh) | 一种基于深度学习的图像电子证据筛选方法 | |
CN111144363B (zh) | 一种基于场景和物体信息的第一视角下的行为识别方法 |
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 | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20231012 Address after: 710000 7C175, 7th Floor, Galaxy Technology Building, No. 25 Tangyan Road, High tech Zone, Xi'an City, Shaanxi Province Patentee after: Xi'an Solna Information Technology Co.,Ltd. Address before: 230000 floor 1, building 2, phase I, e-commerce Park, Jinggang Road, Shushan Economic Development Zone, Hefei City, Anhui Province Patentee before: Dragon totem Technology (Hefei) Co.,Ltd. Effective date of registration: 20231012 Address after: 230000 floor 1, building 2, phase I, e-commerce Park, Jinggang Road, Shushan Economic Development Zone, Hefei City, Anhui Province Patentee after: Dragon totem Technology (Hefei) Co.,Ltd. Address before: 150025 No.1 Shida Road, Limin Economic Development Zone, Harbin, Heilongjiang Province Patentee before: HARBIN NORMAL University |