Simultaneous Human detection and action recognition employing 2DPCA-HOG

机译：使用2DPCA-HOG同时进行人类检测和动作识别

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

In this paper a novel algorithm for Human detection and action recognition in videos is presented. The algorithm is based on Two-Dimensional Principal Components Analysis (2DPCA) applied to Histogram of Oriented Gradients (HOG). Due to simultaneous Human detection and action recognition employing the same algorithm, the computational complexity is reduced to a great deal. Experimental results applied to public datasets confirm these excellent properties compared to most recent methods.

机译：本文提出了一种新颖的视频中人检测和动作识别算法。该算法基于应用于方向梯度直方图（HOG）的二维主成分分析（2DPCA）。由于采用相同算法同时进行人体检测和动作识别，因此大大降低了计算复杂度。与最新方法相比，应用于公共数据集的实验结果证实了这些优异的性能。

著录项

来源
《The 54th IEEE International Midwest Symposium on Circuits and Systems》|2011年|p.1-4|共4页
会议地点
作者
Naiel Mohamed A.; Abdelwahab Moataz M.; Elsaban M.; Mikhael Wasfy B.;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类基本电子电路;
关键词

相似文献

外文文献
中文文献
专利

1. A green and low-cost method employing switchable hydrophilicity solvent for the simultaneous determination of antidepressants in human urine by gas chromatography - mass spectrometry detection [J] . Oenning Anderson Luiz, Birk Leticia, Eller Sarah, Journal of chromatography, B. Analytical technologies in the biomedical and life sciences . 2020,第期

机译：采用可交换亲水性溶剂的绿色和低成本方法，用于通过气相色谱 - 质谱检测同时测定人尿中的抗抑郁药
2. Phenolic profiling of complex tea samples via simultaneous multiplexed detection employing reaction flow HPLC columns and colorimetric post column derivatisation [J] . Acquaviva Agustin, Jones Andrew, Dennis Gary R., Microchemical Journal: Devoted to the Application of Microtechniques in all Branches of Science . 2018,第期

机译：通过同时复用检测采用反应流动HPLC柱和比色柱衍生化的复合茶样品的酚醛分析
3. Simultaneous tracking and action recognition for single actor human actions [J] . Vivek Kumar Singh, Ram Nevada The Visual Computer . 2011,第12期

机译：同时跟踪和识别单个演员的人类动作
4. Simultaneous Human detection and action recognition employing 2DPCA-HOG [C] . Naiel Mohamed A., Abdelwahab Moataz M., Elsaban M., IEEE International Midwest Symposium on Circuits and Systems . 2011

机译：使用2dpca-hog的同时的人类检测和行动识别
5. Human extremity detection and its applications in action detection and recognition. [D] . Yu, Qingfeng. 2009

机译：人体肢体检测及其在动作检测和识别中的应用。
6. Simultaneous Determination of Furanic Compounds and Acrylamide in Insect-Based Foods by HPLC-QqQ-MS/MS Employing a Functionalized Mesostructured Silica as Sorbent in Solid-Phase Extraction [O] . Lorena González-Gómez, Sonia Morante-Zarcero, Damián Pérez-Quintanilla, 2021

机译：通过HPLC-QQQ-MS / MS同时测定昆虫类食物中的昆虫食品中使用官能化的型腹膜结构二氧化硅作为固相萃取的吸附剂
7. A discussion on the validation tests employed to compare human action recognition methods using the MSR Action3D dataset [O] . Padilla-López, José Ramón, Chaaraoui, Alexandros André, Flórez-Revuelta, Francisco 2015

机译：讨论用于比较人类行为的验证测试使用msR action3D数据集的识别方法
8. Interaction of Simultaneous Reaction Conditions of Humans [R] . Alekseenko, N. Y. 1964

机译：人类同时反应条件的相互作用

Simultaneous Human detection and action recognition employing 2DPCA-HOG

摘要

著录项

相似文献

相关主题

期刊订阅