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Table of Contents
10 February 2023, Volume 1 Issue 12
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Facial Feature Test and Fatigue Driving Warning Based on Deep Learning
ZHANG Miao-miao CHAI Guo-qiang YU Hai-le XU Hao-xuan
Computer & Telecommunication. 2022, 1(12): 1.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.001
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Fatigue driving is an invisible killer of road traffic safety. A fatigue driving detection system based on deep learning is pro
posed in this paper to ensure the high efficiency and accuracy of detection. First, OpenCV is applied to gray preprocess the collected
image. Second, directional gradient histogram is used to extract feature and the pre-trained Dlib model is applied to calibrate 68 face
feature points. Finally, the improved detected algorithms of blink, yawn and nod are used to calculate the length width ratio of eyes
and mouth and head posture Euler angle, respectively, and compare with its corresponding threshold to determine whether the driver
is in fatigue state and take early warning measures. Experiments show that the proposed system has 97% accuracy, verifying its ef
fectiveness.
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Connotation,FrameandPromotionofDigitalLiteracyofHigherVocationalSchoolStudents
undertheBackgroundofDigitalChinaConstruction
ZHOUChaoLIUYun-peng
Computer & Telecommunication. 2022, 1(12): 6.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.003
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Innovative Research on Integration of Industry and Education for Talent
Training of Industrial Internet Related Majors
YANG Jun LAI Jin-zhi
Computer & Telecommunication. 2022, 1(12): 13.
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Focusing on the innovation of the integration of production and education in Industrial Internet related majors, this paper
expounds the innovative mode from three aspects: the training system construction of integration of production and education, the re
form of the training mode, and the promotion of the construction of "double- qualified" teachers, combined with the practice of
Guangdong Industry Polytechnic.
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Research on the Training Model of for Postgraduates in Local University
——Take Computer Science and Technology Major for Example
GENG De-zhi
Computer & Telecommunication. 2022, 1(12): 23.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.007
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Research on Countermeasures of Deep Integration of Production and Teaching
in Higher Vocational Colleges
BAO Dian-qing SU Wen
Computer & Telecommunication. 2022, 1(12): 27.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.011
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Teaching Reform and Practice of Single-chip Microcomputer Course
for Internet of Things Engineering
GAO Pei
Computer & Telecommunication. 2022, 1(12): 31.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.020
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Internet of Things engineering; single chip microcomputer course teaching; programming; standardization
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Research and Exploration of Curriculum Ideological and Political Education
under Hybrid Teaching Mode
——Take Communication Principle for Example
ZHANG Rui
Computer & Telecommunication. 2022, 1(12): 36.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.013
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Thoughts on the Textbook Construction of Hadoop Core Technology and Practice
CHEN Xin-fang ZHAO Han-qing LIU Yi-qing
Computer & Telecommunication. 2022, 1(12): 40.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.009
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Research on Convolutional Neural Network Image Recognition Algorithm Based on FPGA
JIA Liang XU Shan-Bo XING Yi-Bo
Computer & Telecommunication. 2022, 1(12): 58.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.012
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Research on Intelligent Management System of Scientific Research Project
WANG Tian-xin
Computer & Telecommunication. 2022, 1(12): 61.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.014
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Application of Consensus Algorithm RPbft in Blockchain Logistics Platform
ZHAO Peng LIU Jia-bao LIANG Jin-ming
Computer & Telecommunication. 2022, 1(12): 62.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.015
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Attribute Reduction Algorithm of Medical Information System
Based on Fuzzy Rough Set Model
CAO Ming-jun
Computer & Telecommunication. 2022, 1(12): 72.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.021
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Research on the Evolution Model of Network Public Opinion
XU Hong
Computer & Telecommunication. 2022, 1(12): 73.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.010
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Research on Robot Self-localization and Path Planning Based on Genetic Algorithm
HAN Ju
Computer & Telecommunication. 2022, 1(12): 77.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.019
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Design of Automotive Intelligent Headlamps Based on CAN Bus and LabVIEW
DENG Jiong-feng
Computer & Telecommunication. 2022, 1(12): 82.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.016
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Analysis of Private Base64 Encode Translation and Python-based Programming
CHEN Yu-hang
Computer & Telecommunication. 2022, 1(12): 87.
https://doi.org/10.15966/j.cnki.dnydx.2022.12.017
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