Zhongyuan Guo

@swu.edu.cn

College of Electronic and Information Engineering
Southwest University

RESEARCH INTERESTS

QR code, Image Forensics, Deep Learning
505

Scholar Citations

13

Scholar h-index

18

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • 基于异构令牌与选择性状态空间的锂电池故障诊断方法
    郭中原,苏国兴,李鹏华,张洋铭,周晶晶,向毅,王兆强,郑孟,贾姆谢德·拉赫马托夫,王国 ...
    CN Patent App. 202610567172. X , 2026
    2026
  • Study on temperature measurement method of rotary kiln based on dual-band infrared radiation scanning thermometry
    S Dai, Z Guo, J Luo
    Available at SSRN 6573157 , 2026
    2026
  • 跨域交互与感知增强图长短时记忆网络的 脑电情绪识别方法.
    赵超莹, 黄鑫, 龙恳, 郭中原, 龙虹毓, 陈昌川
    Journal of Southwest University (Natural Science Edition) 48 (4), 167 , 2026
    2026
  • 一种基于多特征融合与动态采样的点云下一个最佳视点规划方法及系统
    陈昌川、李长猛、温平川、简传源、郭中原、张哲毅、任俊洁、周圣、
    CN Patent CN121,350,974 A , 2026
    2026
  • 基于神经网络模型的缺陷检测方法及相关装置
    王纤宇、陈昌川、郭中原、赵超莹、俞鑫浩、张伟圻、
    CN Patent CN121,305,242 A , 2026
    2026
  • Quick Response Code Verification Using Anti-Counterfeiting Pattern and Multi-Feature Fusion Network
    K Sun, Z Guo*, H Zheng
    Sensors , 2026
    2026
  • 一种基于脑电与眼动信号的多模融合情绪识别方法及装置
    黄鑫、陈昌川、龙恳、温平川、李阳、张哲毅、代少升、蒋大川、龙虹毓、郭中原、刘劲松、赵超莹、
    CN Patent CN121,221,114 A , 2025
    2025
  • Data-driven optimization of modulation matrices for low-sampling-rate single-pixel imaging
    C Chen*, Y Peng*, Z He, S Dai, P Wen, H Long, J Liu, Z Guo*, D Jiang*, ...
    Optics & Laser Technology 192, 113555 , 2025
    2025
    Citations: 4
  • 一种基于双模态图像融合的轻量化火灾检测方法
    洪建滨、陈昌川、段思睿、代少升、刘劲松、温平川、龙虹毓、郭中原、
    CN Patent CN120,976,860 A , 2025
    2025
  • An enhanced YOLOv8-Based approach for accurate and efficient helmet-wearing detection in complex environments
    J Ren, J Ju, Z Guo
    Digital Signal Processing, 105681 , 2025
    2025
    Citations: 1
  • 基于光照响应特性的跨终端手背静脉活体检测方法
    陈刘奎,田若司,郭中原,闫汉文,向毅,李作进,冯骊骁,李忠,
    CN Patent App. 202511539184.3 , 2025
    2025
  • 一种基于主成分分析的单像素免成像分类测量矩阵优化方法及装置
    代少升、徐丹丹、陈昌川、郭中原、温平川、龙虹毓、蒋大川、刘劲松、贺自强、陶振宇、张宗旭 ...
    CN Patent CN120,833,517 A , 2025
    2025
  • 一种基于改进时空图卷积神经网络的人体行为识别方法及装置
    杜俊宇、陈昌川、王诗言、刘劲松、蒋大川、温平川、龙虹毓、代少升、郭中原、赵超莹、
    CN Patent CN120,833,633 A , 2025
    2025
  • 在线式非接触红外测温设备
    王薇、程杨、代少升、郭中原、邓冉、
    CN Patent CN309,534,829 S , 2025
    2025
  • 非接触红外测温仪
    代少升、程杨、王薇、郭中原、邓冉、
    CN Patent CN309,534,830 S , 2025
    2025
  • 基于压缩感知的单像素成像重构方法及相关装置
    陈昌川、彭瑶、郭中原、代少升、龙虹毓、温平川、蒋大川、刘劲松、贺自强、张伟文、陶振宇 ...
    CN Patent CN120,707,663 A , 2025
    2025
  • 一种基于深度学习的红枣检测方法及装置
    郭中原、鞠剑平、陈刘奎、董晓泽、郑朝晖、
    CN Patent 202511376894.9 , 2025
    2025
  • 基于双层优化元学习的域自适应红枣缺陷检测方法及装置
    郭中原、鞠剑平、任晶晶、程杨、郑朝晖、陈刘奎、董晓泽、仲志伟、
    CN Patent 202511377961.9 , 2025
    2025
  • 基于二维码防伪标签的打印来源识别方法及相关装置
    陈昌川、吕岱俊、郭中原、代少升、温平川、刘亮、龙虹毓、蒋大川、
    CN Patent CN120,471,080 A , 2025
    2025
  • 二维码防伪标签鉴伪方法及相关装置
    陈昌川、孙培旋、郭中原、代少升、刘劲松、龙虹毓、温平川、刘亮、王子豪、
    CN Patent CN120,409,512 A , 2025
    2025

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
    2019
    Citations: 93
  • 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 34 (5), 3385-3398 , 2022
    2022
    Citations: 47
  • 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
    2021
    Citations: 29
  • 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
    2021
    Citations: 28
  • 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
    2016
    Citations: 26
  • 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
    2022
    Citations: 25
  • 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
    2022
    Citations: 22
  • 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, 140-145,181 , 2023
    2023
    Citations: 20
  • 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
    2021
    Citations: 20
  • 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
    2016
    Citations: 20
  • 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
    2020
    Citations: 17
  • 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
    2021
    Citations: 16
  • 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
    2024
    Citations: 15
  • 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
    2022
    Citations: 12
  • ID3RSNet: cross-subject driver drowsiness detection from raw single-channel EEG with an interpretable residual shrinkage network
    X Feng, Z Guo*, S Kwong
    Frontiers in Neuroscience 18, 1508747 , 2025
    2025
    Citations: 11
  • Quaternion information filters with inaccurate measurement noise covariance: A variational bayesian method
    D Lin, X Chen, Y Zheng, Z Guo, Q Zhang, S Wang
    IEEE Transactions on Signal Processing , 2025
    2025
    Citations: 10
  • Anti-counterfeiting textured pattern
    T Wang, H Zheng, Z Guo, C You, J Ju
    The Visual Computer 40 (3), 2139-2160 , 2024
    2024
    Citations: 10
  • Detection of jujube defects based on the neural network with network convolution
    ZR YANG, H ZHENG, ZY GUO
    Food & Machinery 36 (2), 140-145 , 2020
    2020
    Citations: 10
  • 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
    2024
    Citations: 9
  • Pseudo-label-assisted subdomain adaptation network with coordinate attention for EEG-based driver drowsiness detection
    X Feng, S Dai*, Z Guo*
    Biomedical Signal Processing and Control 101, 107132 , 2025
    2025
    Citations: 7