Looking into Detection, Model Results and Message Quality

2010 ◽  
pp. 127-137
Author(s):  
Andreas Schmid ◽  
Thomas Epp
Keyword(s):  
Detection Model

Recognition of classroom student state features based on deep learning algorithms and machine learning

2020 ◽  
pp. 1-12
Author(s):  
Hu Jingchao ◽  
Haiying Zhang
Keyword(s):  
Deep Learning ◽  
Feature Recognition ◽  
Subjective Evaluation ◽  
Recognition Algorithm ◽  
Video Data ◽  
State Recognition ◽  
Detection Model ◽  
State Classification ◽  
Intelligent Models ◽  
Model Recognition

The difficulty in class student state recognition is how to make feature judgments based on student facial expressions and movement state. At present, some intelligent models are not accurate in class student state recognition. In order to improve the model recognition effect, this study builds a two-level state detection framework based on deep learning and HMM feature recognition algorithm, and expands it as a multi-level detection model through a reasonable state classification method. In addition, this study selects continuous HMM or deep learning to reflect the dynamic generation characteristics of fatigue, and designs random human fatigue recognition experiments to complete the collection and preprocessing of EEG data, facial video data, and subjective evaluation data of classroom students. In addition to this, this study discretizes the feature indicators and builds a student state recognition model. Finally, the performance of the algorithm proposed in this paper is analyzed through experiments. The research results show that the algorithm proposed in this paper has certain advantages over the traditional algorithm in the recognition of classroom student state features.

Detection model of similar datasets

2019 ◽  
Author(s):  
Julio Acedo ◽  
Marcos Fernandez-Sellers ◽  
Adolfo Lozano-Tello
Keyword(s):  
Detection Model

A visual detection model for DCT coefficient quantization

1993 ◽  
Author(s):  
Albert Ahumada, Jr. ◽  
Heidi Peterson
Keyword(s):  
Visual Detection ◽  
Detection Model ◽  
Dct Coefficient

Design of global-contextual detection model for optical remote sensing targets

2020 ◽  
Vol 13 (6) ◽  
pp. 1-12
Author(s):  
ZHANG Rui-yan ◽  
◽  
JIANG Xiu-jie ◽  
AN Jun-she ◽  
CUI Tian-shu ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Optical Remote Sensing ◽  
Detection Model

Detection model and method of website defacements based on attributes partial changes

2013 ◽  
Vol 33 (2) ◽  
pp. 430-433
Author(s):  
Wenhan WEI ◽  
Yigui DENG
Keyword(s):  
Detection Model

New image edge detection model based on fractional-order partial differention

2013 ◽  
Vol 32 (10) ◽  
pp. 2848-2850
Author(s):  
Wei JIANG ◽  
Zhi-quan DING ◽  
Ya-wei LIU
Keyword(s):  
Edge Detection ◽  
Fractional Order ◽  
Detection Model ◽  
Model Based ◽  
Image Edge Detection ◽  
Image Edge
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