Qinghe Zheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Manifold Regularization

Mutual Information Maximization

Detection Method

Top Venues

J. Real Time Image Process.

Publications

Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Bo Jin, Nan Jiang, Yao Ding, Mingqiang Yang, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction. Expert Syst. Appl. 245 (2024)
Leihong Zhang, Hui Yang, Qinghe Zheng, Yiqiang Zhang, Dawei Zhang
Infrared Small Target Detection Based on Density Peak Search and Local Features. IET Signal Process. 2024 (2024)
Yang Li, Yang Yang, Qinghe Zheng, Yunxia Liu, Hongjun Wang, Shangling Song, Penghui Zhao
Dynamical graph neural network with attention mechanism for epilepsy detection using single channel EEG. Medical Biol. Eng. Comput. 62 (1) (2024)
Abdussalam Elhanashi, Pierpaolo Dini, Sergio Saponara, Qinghe Zheng
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices. J. Real Time Image Process. 21 (4) (2024)
Jiatong Bai, Feng Shu, Qinghe Zheng, Bo Xu, Baihua Shi, Yiwen Chen, Weibin Zhang, Xianpeng Wang
Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver. CoRR (2024)
Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Abdurazak Saide, Weizhen Li, Steven Neale
Assembly of Solder Beads with a Surface Mount Technology Resistor with Optoelectronic Tweezers and Freezing-Drying Techniques. ApplePies (2023)
Yulin Wu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng
Multi-match: mutual information maximization and CutEdge for semi-supervised learning. Multim. Tools Appl. 82 (1) (2023)
Xinyu Tian, Qinghe Zheng, Zhiguo Yu, Mingqiang Yang, Yao Ding, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data. Big Data Cogn. Comput. 7 (3) (2023)
Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng
Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images. IEEE Access 11 (2023)
Yulin Wu, Chang Liu, Lei Chen, Dong Zhao, Qinghe Zheng, Hongchao Zhou
Perturbation consistency and mutual information regularization for semi-supervised semantic segmentation. Multim. Syst. 29 (2) (2023)
Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Daiki Morita, Bisser Raytchev
An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring. J. Real Time Image Process. 20 (5) (2023)
Ruyu Yan, Mingqiang Yang, Qinghe Zheng, Deqiang Wang, Cheng Peng
Facial expression recognition based on hybrid geometry-appearance and dynamic-still feature fusion. Multim. Tools Appl. 82 (2) (2023)
Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara
DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization. Eng. Appl. Artif. Intell. 122 (2023)
Xuanming Zhu, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini
Car Recognition Based on HOG Feature and SVM Classifier. ApplePies (2023)
Dali Qiao, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
Dynamic Capture Algorithm Based on Visual Background Extractor (Vibe). ApplePies (2023)
Binglin Li, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
A Pedestrian Detection Method Based on YOLOv7 Model. ApplePies (2023)
Yulai He, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara
A Blind Modulation Classification Method Based on Decision Tree and High Order Cumulants. ApplePies (2022)
Zhiwei Sun, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara
Modulation Recognition Based on BP Neural Network. ApplePies (2022)
Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19. J. Real Time Image Process. 19 (3) (2022)
Penghui Zhao, Qinghe Zheng, Zhongjun Ding, Yi Zhang, Hongjun Wang, Yang Yang
A High-Dimensional and Small-Sample Submersible Fault Detection Method Based on Feature Selection and Data Augmentation. Sensors 22 (1) (2022)
Abdussalam Elhanashi, Kaouther Gasmi, Andrea Begni, Pierpaolo Dini, Qinghe Zheng, Sergio Saponara
Machine Learning Techniques for Anomaly-Based Detection System on CSE-CIC-IDS2018 Dataset. ApplePies (2022)
Qinghe Zheng, Penghui Zhao, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara
Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation. IEEE Commun. Lett. 26 (6) (2022)
Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng
Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture. IEEE Access 9 (2021)
Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang
Cover: International Journal of Intelligent Systems, Volume 36 Issue 12 December 2021. Int. J. Intell. Syst. 36 (12) (2021)
Jiaxing Wang, Mingqiang Yang, Zhongjun Ding, Qinghe Zheng, Deqiang Wang, Kidiyo Kpalma, Jinchang Ren
Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform. Sensors 21 (20) (2021)
Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang
MR-DCAE: Manifold regularization-based deep convolutional autoencoder for unauthorized broadcasting identification. Int. J. Intell. Syst. 36 (12) (2021)
Qinghe Zheng, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara, Deliang Zhang
An Intelligent Non-cooperative Spectrum Sensing Method Based on Convolutional Auto-encoder (CAE). ApplePies (2021)
Qinghe Zheng, Penghui Zhao, Yang Li, Hongjun Wang, Yang Yang
Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification. Neural Comput. Appl. 33 (13) (2021)
Qinghe Zheng, Mingqiang Yang, Deqiang Wang, Xinyu Tian, Huake Su
An intelligent wireless communication model based on multi-feature fusion and quantile regression neural network. J. Intell. Fuzzy Syst. 41 (6) (2021)
Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Huake Su
CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition. Multidimens. Syst. Signal Process. 32 (1) (2021)
Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Yulin Wu, Huake Su
PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning. Multidimens. Syst. Signal Process. 31 (3) (2020)
Yulin Wu, Anqi Liu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng
Multi-scale Attention Net for Retina Blood Vessel Segmentation. CSAI (2020)
Qinghe Zheng, Xinyu Tian, Nan Jiang, Mingqiang Yang
Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network. J. Intell. Fuzzy Syst. 37 (4) (2019)
Qinghe Zheng, Mingqiang Yang, Jiajie Yang, Qingrui Zhang, Xinxin Zhang
Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process. IEEE Access 6 (2018)
Qingrui Zhang, Mingqiang Yang, Qinghe Zheng, Xinxin Zhang
Segmentation of hand gesture based on dark channel prior in projector-camera system. ICCC (2017)
Qinghe Zheng, Mingqiang Yang, Qingrui Zhang, Xinxin Zhang
Fine-grained image classification based on the combination of artificial features and deep convolutional activation features. ICCC (2017)