CN105138991B - 一种基于情感显著性特征融合的视频情感识别方法 - Google Patents
一种基于情感显著性特征融合的视频情感识别方法 Download PDFInfo
- Publication number
- CN105138991B CN105138991B CN201510534693.7A CN201510534693A CN105138991B CN 105138991 B CN105138991 B CN 105138991B CN 201510534693 A CN201510534693 A CN 201510534693A CN 105138991 B CN105138991 B CN 105138991B
- Authority
- CN
- China
- Prior art keywords
- emotion
- video
- visual
- training
- significance
- 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
- 230000008451 emotion Effects 0.000 title claims abstract description 188
- 238000000034 method Methods 0.000 title claims abstract description 32
- 230000000007 visual effect Effects 0.000 claims abstract description 55
- 238000012549 training Methods 0.000 claims abstract description 36
- 230000002996 emotional effect Effects 0.000 claims abstract description 26
- 230000004927 fusion Effects 0.000 claims abstract description 23
- 230000008909 emotion recognition Effects 0.000 claims abstract description 16
- 238000012360 testing method Methods 0.000 claims abstract description 12
- 238000004364 calculation method Methods 0.000 claims description 4
- 230000000694 effects Effects 0.000 claims description 3
- 238000007499 fusion processing Methods 0.000 claims description 3
- 238000000605 extraction Methods 0.000 abstract description 2
- 238000002156 mixing Methods 0.000 abstract 1
- 238000011160 research Methods 0.000 description 7
- 238000005516 engineering process Methods 0.000 description 5
- 238000011161 development Methods 0.000 description 3
- 239000013598 vector Substances 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000013145 classification model Methods 0.000 description 1
- 230000001149 cognitive effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012916 structural analysis Methods 0.000 description 1
- 238000012706 support-vector machine Methods 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
-
- 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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Image Analysis (AREA)
Abstract
Description
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510534693.7A CN105138991B (zh) | 2015-08-27 | 2015-08-27 | 一种基于情感显著性特征融合的视频情感识别方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510534693.7A CN105138991B (zh) | 2015-08-27 | 2015-08-27 | 一种基于情感显著性特征融合的视频情感识别方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN105138991A CN105138991A (zh) | 2015-12-09 |
CN105138991B true CN105138991B (zh) | 2016-08-31 |
Family
ID=54724335
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510534693.7A Active CN105138991B (zh) | 2015-08-27 | 2015-08-27 | 一种基于情感显著性特征融合的视频情感识别方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105138991B (zh) |
Families Citing this family (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105654054B (zh) * | 2015-12-30 | 2018-12-04 | 上海颐本信息科技有限公司 | 基于半监督近邻传播学习和多视觉词典模型的智能视频分析方法 |
CN106096642B (zh) * | 2016-06-07 | 2020-11-13 | 南京邮电大学 | 基于鉴别局部保持投影的多模态情感特征融合方法 |
CN107247919A (zh) * | 2017-04-28 | 2017-10-13 | 深圳大学 | 一种视频情感内容的获取方法及*** |
CN109120932B (zh) * | 2018-07-12 | 2021-10-26 | 东华大学 | Hevc压缩域双svm模型的视频显著性预测方法 |
CN108965920A (zh) * | 2018-08-08 | 2018-12-07 | 北京未来媒体科技股份有限公司 | 一种视频内容拆条方法及装置 |
CN109508625A (zh) * | 2018-09-07 | 2019-03-22 | 咪咕文化科技有限公司 | 一种情感数据的分析方法及装置 |
CN109409222B (zh) * | 2018-09-20 | 2020-10-30 | 中国地质大学(武汉) | 一种基于移动端的多视角人脸表情识别方法 |
CN109359592B (zh) * | 2018-10-16 | 2019-12-06 | 北京达佳互联信息技术有限公司 | 视频帧的处理方法、装置、电子设备及存储介质 |
CN109446990B (zh) * | 2018-10-30 | 2020-02-28 | 北京字节跳动网络技术有限公司 | 用于生成信息的方法和装置 |
CN109766476B (zh) * | 2018-12-27 | 2023-07-25 | 西安电子科技大学 | 视频内容情感分析方法、装置、计算机设备及存储介质 |
CN109858419A (zh) * | 2019-01-23 | 2019-06-07 | 广州智慧城市发展研究院 | 一种自下而上-自上而下的行为识别*** |
CN109815903B (zh) * | 2019-01-24 | 2020-10-02 | 同济大学 | 一种基于自适应融合网络的视频情感分类方法 |
CN111640424B (zh) * | 2019-03-01 | 2024-02-13 | 北京搜狗科技发展有限公司 | 一种语音识别方法、装置和电子设备 |
CN110399847B (zh) * | 2019-07-30 | 2021-11-09 | 北京字节跳动网络技术有限公司 | 关键帧提取方法、装置及电子设备 |
CN113177163B (zh) * | 2021-04-28 | 2022-08-02 | 烟台中科网络技术研究所 | 用于社交动态信息情感分析的方法、***和存储介质 |
CN114549668B (zh) * | 2022-01-04 | 2024-07-16 | 华南农业大学 | 一种基于视觉显著图的树上果实成熟度检测方法 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104778238B (zh) * | 2015-04-03 | 2018-01-05 | 中国农业大学 | 一种视频显著性的分析方法及装置 |
-
2015
- 2015-08-27 CN CN201510534693.7A patent/CN105138991B/zh active Active
Also Published As
Publication number | Publication date |
---|---|
CN105138991A (zh) | 2015-12-09 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105138991B (zh) | 一种基于情感显著性特征融合的视频情感识别方法 | |
Peng et al. | Two-stream collaborative learning with spatial-temporal attention for video classification | |
Zhang et al. | Gender and smile classification using deep convolutional neural networks | |
CN102663015B (zh) | 基于特征袋模型和监督学习的视频语义标注方法 | |
Ding et al. | Violence detection in video by using 3D convolutional neural networks | |
US9436876B1 (en) | Video segmentation techniques | |
Jiang et al. | Super fast event recognition in internet videos | |
CN106778796B (zh) | 基于混合式协同训练的人体动作识别方法及*** | |
CN106446015A (zh) | 一种基于用户行为偏好的视频内容访问预测与推荐方法 | |
CN105100894A (zh) | 面部自动标注方法及*** | |
CN103365936A (zh) | 视频推荐***及其方法 | |
CN106708949A (zh) | 一种视频有害内容识别方法 | |
CN105808610A (zh) | 一种互联网图片过滤方法及装置 | |
JP2011188342A (ja) | 情報処理装置、情報処理方法及びプログラム | |
WO2012071696A1 (zh) | 基于用户兴趣学习的个性化广告推送方法与*** | |
Lovato et al. | Tell me what you like and I’ll tell you what you are: discriminating visual preferences on Flickr data | |
Haurilet et al. | Naming TV characters by watching and analyzing dialogs | |
Doman et al. | Video CooKing: Towards the synthesis of multimedia cooking recipes | |
CN107247919A (zh) | 一种视频情感内容的获取方法及*** | |
CN113806630A (zh) | 基于注意力的多视角特征融合跨域推荐方法及装置 | |
Chu et al. | Spatiotemporal modeling and label distribution learning for video summarization | |
Zhao et al. | Saliency-guided video classification via adaptively weighted learning | |
CN114494941A (zh) | 一种基于对比学习的弱监督时序动作定位方法 | |
CN113992973A (zh) | 视频摘要生成方法、装置、电子设备和存储介质 | |
Yang | [Retracted] A Deep Learning and Clustering Extraction Mechanism for Recognizing the Actions of Athletes in Sports |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CB03 | Change of inventor or designer information |
Inventor after: Ding Cuanmiao Inventor after: Guo Wen Inventor after: Zhu Zhilin Inventor after: Wang Yongqiang Inventor after: Hua Zhen Inventor after: Liu Yanwu Inventor before: Ding Cuanmiao Inventor before: Guo Wen Inventor before: Zhu Zhilin Inventor before: Wang Yongqiang Inventor before: Hua Zhen Inventor before: Liu Yanwu |
|
COR | Change of bibliographic data |