【Basic information】
Name：DEQUAN GUO
Title：Senior Engineer ( Associate Professor)
Date of Birth：02/1982
Email：guodq@cuit.edu.cn
【PersonalProfile】
He graduated from Sichuan University, computer application technology, PhD. He hashostedor participated in more than 20 scientific research projects, 15 ofthemare above provincial level. He has published more than 30 papers as the first author, 20 ofthemhave been indexed by SCI and EI.Hehas obtained more than 10 authorized patents and intellectual property rights.
【Research Direction】
Computational optimization, intelligent control, agricultural machinery systems and equipment, machine vision algorithms and applications
【Main Achievements】
Paper works
[1] An Adaptive Kernelized Correlation Filters with Multiple Features in the Tracking[J]. Journal of Visual Communication and Image Representation, 2022, 84, 103484. SCI,First author.
[2] FaceIlluminationNormalization based onGenerativeAdversarialNetwork. Nat Comput (2022).SCI,First author.
[3] Adaptive Object Tracking Discriminate Model for Multi-Camera Panorama Surveillance in Airport Apron[J]. Computer Modeling in Engineering and Sciences, 2021, 129(1): 191-205. SCI,First author.
[4] Classification of Domestic Refuse in Medical Institutions Based on Transfer Learning and Convolutional Neural Network. Computer Modeling in Engineering and Sciences, 2021, 127(2): 599-620. SCI,First author.
[5] Segmentation and Measurements of Carotid Intima-media Thickness in Ultrasound Images Using the Improved Convolutional Neural Network and Support Vector Machine, Journal Medical Imaging Health Information 2020, 11: 15–24. SCI,First author.
[6] Thresholding Using a Membrane Algorithm Based on Enhanced Particle Swarm Optimization with Hyperparameter, International Journal of Unconventional Computing, 2020, 15(1): 83-106. SCI,First author.
[7] A Resolution-Free Parallel Algorithm for Image Edge Detection within the Framework of Enzymatic Numerical P Systems, Molecules, 2019. 3. 29, 24(7): 1235-1241. SCI,Second author.
Scientific research projects
【Projectsin Progress】
[1] Science and Technology Department of Sichuan Province, Key Technology Research and equipment development of intelligent silkworm rearing system (Key technology project), 2022-2024, Sub-project, Host
[2] Chengdu Science and Technology Project, Research on Key Technologies of Digital Twinning for Agricultural Products Storage, 2022-2022,Participate
[3] Science and Technology Department of Sichuan Province Project, Research on Key Technologies of three-dimensional Inspection Robot in Agricultural products Warehouse, 2021-2024, Host
[4] Sichuan International Joint Research Center for Robotics and Intelligent Systems, Research on Key Technologies of Visual Perception of Intelligent Vehicles in Complex Environments, 2022-2023,Participate
[5] Project of Science and Technology Department of Sichuan Province, Research on Key technologies of global illumination and interactive Volume Rendering based on CT data, 2022-2023,Participate
[6] Project of Science and Technology Department of Sichuan Province, Key Technologies of Intelligent Sensing Terminal of Urban Traffic Environment for driverless Vehicles, 2021-2023,Participate
[7] Enterprise commissioned project, Main Feature three-dimensional positioning software, June 2021-2023, Host
[8] Project of Science and Technology Department of Sichuan Province, Key Technology Research of Campus Unmanned Shuttle, 2021-2023,Participate
[9] Project commissioned by enterprises, Development of a new generation of radar control training simulation Captain voice recognition system, May 2019-2023,Host
【Completedprojects】
[1]National Natural Science Foundation of China, A new method for image classification and object localization based on deep feature semantic sensing visual dictionary learning,2019-2021, Participate
[2] Research on the application of coding excitation and subband technology in freehand ultrasound elastography system, 2018-2020,Participate
[3] Research and implementation of automatic measurement of carotid intima-media thickness on ultrasound images, 2018-2019,Host
[4] Project of Science and Technology Department of Sichuan Province, Research on key technologies ofenvironment dynamic target detection system ofunmannedvehicle based on vision, 2018-2019,Participate
[5] Education Department of Sichuan Province, Research on Target tracking in large scene, 2017-2018,Host
[6] Study on the acoustic radiation force echo characteristics and imaging effect optimization of medical ultrasound, Chengdu University of Information Technology, 2014-2016, Host
[7] Department of Education of Sichuan Province, Study on ultrasonic elastography system based on coded excitation, 2014-2015,Participate
[8] Science and Technology Support Project of Sichuan Province, Research and development of medical instruments for measuring viscoelasticity of biological tissues by ultrasonic excitation technology, 20132014,Participate
Patents and Awards
[1] National Invention Patent, A discriminant tracking method based on RGB color Histogram, ZL 2017 1 03550 78.9, 2020, ranked first.
[2] National Invention Patent, Ultrasonic Image Sharpness Improvement method, ZL 2012 1 0500976.6, 2015, ranked first.
[3] Utility model patent, Multi-sensor cooperatively assisted intelligent guide rod, ZL 2017 2 0558844.7, 2017, No.1.
[4] Utility model patent, A device of light source keyboard based on machine vision, ZL 2017 2 0562801.6, 2017, No.1.
[5] Utility model patent, A enamelled wire image acquisition device, ZL 2014 2 0796376.3, 2014, No.1.
[6] Software Copyright, Bayonet Intelligent Passenger Flow Statistics and Analysis System, 2017SR699152, 2017, No.1.
[7] Software Copyright, Micro Intelligent Anti-theft tracking and positioning system software, 2017SR05063, 2017, No.1.
[8] Chengdu University of Information Technology, First Prize of the 9th Multimedia Courseware Competition for Staff, 2020.
[9] Chengdu University of Information Technology, Excellence Award of the 6th Young Teacher Teaching Competition, 2016.
