Zhongyuan Guo

@swu.edu.cn

College of Electronic and Information Engineering
Southwest University

RESEARCH INTERESTS

QR code, Image Forensics, Deep Learning

238

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Printer source identification of quick response codes using residual attention network and smartphones
    Z Guo, S Wang, Z Zheng, K Sun
    Engineering Applications of Artificial Intelligence 131, 107822 2024

  • Robust logarithmic hyperbolic cosine adaptive filtering over graph signals
    P Cai, S Wang, Y Zheng, Z Guo
    Digital Signal Processing 146, 104356 2024

  • Anti-counterfeiting textured pattern
    T Wang, H Zheng, Z Guo, C You, J Ju
    The Visual Computer 40 (3), 2139-2160 2024

  • Blind deblurring of QR code using intensity and gradient prior of positioning patterns
    H Zheng, Z Guo, C Liu, X Li, T Wang, C You
    The Visual Computer 40 (1), 441-455 2024

  • U-Net-Embedded Gabor Kernel and Coaxial Correction Methods to Dorsal Hand Vein Image Projection System
    L Chen, M Lv, J Cai, Z Guo, Z Li
    Applied Sciences 13 (20), 11222 2023

  • Identification of a Printed Anti-Counterfeiting Code Based on Feature Guidance Double Pool Attention Networks
    JJ Changhui You, Hong Zheng, Zhongyuan Guo, Tianyu Wang
    Computers, Materials and Continua 75 (2), 3431-3452 2023

  • Tampering detection and localization base on sample guidance and individual camera device convolutional neural network features
    C You, H Zheng, Z Guo, T Wang, X Wu
    Expert Systems, e13102 2022

  • A novel steganography-based pattern for print matter anti-counterfeiting by smartphone cameras
    H Zheng, C Zhou, X Li, Z Guo, T Wang
    Sensors 22 (9), 3394 2022

  • Classification of jujube defects in small data sets based on transfer learning
    J Ju, H Zheng, X Xu, Z Guo, Z Zheng, M Lin
    Neural Computing and Applications, 1-14 2022

  • Circumferential local ternary pattern: New and efficient feature descriptors for anti-counterfeiting pattern identification
    Z Zheng, B Xu, J Ju, Z Guo, C You, Q Lei, Q Zhang
    IEEE Transactions on Information Forensics and Security 17, 970-981 2022

  • DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code
    Z Guo, H Zheng, C You, T Wang, C Liu
    arXiv preprint arXiv:2201.07583 2022

  • Sound localization and speech enhancement algorithm based on dual-microphone
    T Tao, H Zheng, J Yang, Z Guo, Y Zhang, J Ao, Y Chen, W Lin, X Tan
    Sensors 22 (3), 715 2022

  • A system for identifying an anti-counterfeiting pattern based on the statistical difference in key image regions
    Z Zheng, H Zheng, J Ju, D Chen, X Li, Z Guo, C You, M Lin
    Expert Systems with Applications 183, 115410 2021

  • 缺陷检测方法、装置、电子设备及存储介质与流程
    刘阳兴、郭中原、李培鹏、
    CN Patent CN113,240,673 B 2021

  • MSF-Net: Multi-scale feature learning network for classification of surface defects of multifarious sizes
    P Xu, Z Guo, L Liang, X Xu
    Sensors 21 (15), 5125 2021

  • Multiscale content-independent feature fusion network for source camera identification
    C You, H Zheng, Z Guo, T Wang, X Wu
    Applied Sciences 11 (15), 6752 2021

  • Quality grading of jujubes using composite convolutional neural networks in combination with RGB color space segmentation and deep convolutional generative adversarial networks
    Z Guo, H Zheng, X Xu, J Ju, Z Zheng, C You, Y Gu
    Journal of Food Process Engineering 44 (2), e13620 2021

  • Far-net: Feature-wise attention-based relation network for multilabel jujube defect classification
    X Xu, H Zheng, C You, Z Guo, X Wu
    Sensors 21 (2), 392 2021

  • Digital forensics of scanned QR code images for printer source identification using bottleneck residual block
    Z Guo, H Zheng, C You, X Xu, X Wu, Z Zheng, J Ju
    Sensors 20 (21), 6305 2020

  • 基于网中网卷积神经网络的红枣缺陷检测
    杨志锐, 郑宏, 郭中原, 许晓航
    食品与机械 36 (2), 140-145 2020

MOST CITED SCHOLAR PUBLICATIONS

  • SDD-CNN: Small data-driven convolution neural networks for subtle roller defect inspection
    X Xu, H Zheng, Z Guo, X Wu, Z Zheng
    Applied Sciences 9 (7), 1364 2019
    Citations: 69

  • Classification of jujube defects in small data sets based on transfer learning
    J Ju, H Zheng, X Xu, Z Guo, Z Zheng, M Lin
    Neural Computing and Applications, 1-14 2022
    Citations: 19

  • Research on application of polynomial fitting technique in rotary kiln infrared temperature measurement system
    Z Guo, S Dai, J Liu, C You, Y Cheng, L Yu
    Infrared Physics & Technology 79, 160-164 2016
    Citations: 19

  • 基于网中网卷积神经网络的红枣缺陷检测
    杨志锐, 郑宏, 郭中原, 许晓航
    食品与机械 36 (2), 140-145 2020
    Citations: 18

  • An improved POCS super-resolution infrared image reconstruction algorithm based on visual mechanism
    J Liu, S Dai, Z Guo, D Zhang
    Infrared Physics & Technology 78, 92-98 2016
    Citations: 16

  • Quality grading of jujubes using composite convolutional neural networks in combination with RGB color space segmentation and deep convolutional generative adversarial networks
    Z Guo, H Zheng, X Xu, J Ju, Z Zheng, C You, Y Gu
    Journal of Food Process Engineering 44 (2), e13620 2021
    Citations: 14

  • A system for identifying an anti-counterfeiting pattern based on the statistical difference in key image regions
    Z Zheng, H Zheng, J Ju, D Chen, X Li, Z Guo, C You, M Lin
    Expert Systems with Applications 183, 115410 2021
    Citations: 12

  • Sound localization and speech enhancement algorithm based on dual-microphone
    T Tao, H Zheng, J Yang, Z Guo, Y Zhang, J Ao, Y Chen, W Lin, X Tan
    Sensors 22 (3), 715 2022
    Citations: 11

  • Multiscale content-independent feature fusion network for source camera identification
    C You, H Zheng, Z Guo, T Wang, X Wu
    Applied Sciences 11 (15), 6752 2021
    Citations: 11

  • Digital forensics of scanned QR code images for printer source identification using bottleneck residual block
    Z Guo, H Zheng, C You, X Xu, X Wu, Z Zheng, J Ju
    Sensors 20 (21), 6305 2020
    Citations: 10

  • Circumferential local ternary pattern: New and efficient feature descriptors for anti-counterfeiting pattern identification
    Z Zheng, B Xu, J Ju, Z Guo, C You, Q Lei, Q Zhang
    IEEE Transactions on Information Forensics and Security 17, 970-981 2022
    Citations: 9

  • MSF-Net: Multi-scale feature learning network for classification of surface defects of multifarious sizes
    P Xu, Z Guo, L Liang, X Xu
    Sensors 21 (15), 5125 2021
    Citations: 8

  • Tampering detection and localization base on sample guidance and individual camera device convolutional neural network features
    C You, H Zheng, Z Guo, T Wang, X Wu
    Expert Systems, e13102 2022
    Citations: 5

  • Research on high precision equal-angle scanning method in rotary kiln temperature measurement system
    S Dai, Z Guo, C You, J Liu, Y Cheng, H Tang
    Infrared Physics & Technology 76, 626-630 2016
    Citations: 5

  • Blind deblurring of QR code using intensity and gradient prior of positioning patterns
    H Zheng, Z Guo, C Liu, X Li, T Wang, C You
    The Visual Computer 40 (1), 441-455 2024
    Citations: 4

  • A novel steganography-based pattern for print matter anti-counterfeiting by smartphone cameras
    H Zheng, C Zhou, X Li, Z Guo, T Wang
    Sensors 22 (9), 3394 2022
    Citations: 3

  • Far-net: Feature-wise attention-based relation network for multilabel jujube defect classification
    X Xu, H Zheng, C You, Z Guo, X Wu
    Sensors 21 (2), 392 2021
    Citations: 2

  • Anti-counterfeiting textured pattern
    T Wang, H Zheng, Z Guo, C You, J Ju
    The Visual Computer 40 (3), 2139-2160 2024
    Citations: 1

  • DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code
    Z Guo, H Zheng, C You, T Wang, C Liu
    arXiv preprint arXiv:2201.07583 2022
    Citations: 1

  • Research on position calibration method in infrared scanning temperature measurement system of rotary kiln
    S Dai, C You, Z Guo, Y Cheng, L Yu
    Infrared Physics & Technology 79, 6-9 2016
    Citations: 1