Qinghe Zheng

According to our database, Qinghe Zheng authored at least 32 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dynamical graph neural network with attention mechanism for epilepsy detection using single channel EEG.

Yang Li, Yang Yang, Qinghe Zheng, Yunxia Liu, Hongjun Wang, Shangling Song, Penghui Zhao

Medical Biol. Eng. Comput., January, 2024

2023

An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring.

Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Daiki Morita, Bisser Raytchev

J. Real Time Image Process., October, 2023

Perturbation consistency and mutual information regularization for semi-supervised semantic segmentation.

Yulin Wu, Chang Liu, Lei Chen, Dong Zhao, Qinghe Zheng, Hongchao Zhou

Multim. Syst., April, 2023

Facial expression recognition based on hybrid geometry-appearance and dynamic-still feature fusion.

Ruyu Yan, Mingqiang Yang, Qinghe Zheng, Deqiang Wang, Cheng Peng

Multim. Tools Appl., 2023

Multi-match: mutual information maximization and CutEdge for semi-supervised learning.

Yulin Wu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng

Multim. Tools Appl., 2023

DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization.

Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara

Eng. Appl. Artif. Intell., 2023

A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data.

Xinyu Tian, Qinghe Zheng, Zhiguo Yu, Mingqiang Yang, Yao Ding, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma

Big Data Cogn. Comput., 2023

Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images.

Abdussalam Elhanashi, Sergio Saponara, Qinghe Zheng

IEEE Access, 2023

Car Recognition Based on HOG Feature and SVM Classifier.

Xuanming Zhu, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Dynamic Capture Algorithm Based on Visual Background Extractor (Vibe).

Dali Qiao, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

A Pedestrian Detection Method Based on YOLOv7 Model.

Binglin Li, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

Assembly of Solder Beads with a Surface Mount Technology Resistor with Optoelectronic Tweezers and Freezing-Drying Techniques.

Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini, Qinghe Zheng, Abdurazak Saide, Weizhen Li, Steven Neale

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023

2022

A High-Dimensional and Small-Sample Submersible Fault Detection Method Based on Feature Selection and Data Augmentation.

Penghui Zhao, Qinghe Zheng, Zhongjun Ding, Yi Zhang, Hongjun Wang, Yang Yang

Sensors, 2022

Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19.

Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng

J. Real Time Image Process., 2022

Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation.

Qinghe Zheng, Penghui Zhao, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara

IEEE Commun. Lett., 2022

Modulation Recognition Based on BP Neural Network.

Zhiwei Sun, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

A Blind Modulation Classification Method Based on Decision Tree and High Order Cumulants.

Yulai He, Hua Wu, Qinghe Zheng, Yang Liu, Abdussalam Elhanashi, Sergio Saponara

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Machine Learning Techniques for Anomaly-Based Detection System on CSE-CIC-IDS2018 Dataset.

Abdussalam Elhanashi, Kaouther Gasmi, Andrea Begni, Pierpaolo Dini, Qinghe Zheng, Sergio Saponara

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021

Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform.

Jiaxing Wang, Mingqiang Yang, Zhongjun Ding, Qinghe Zheng, Deqiang Wang, Kidiyo Kpalma, Jinchang Ren

Sensors, 2021

Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification.

Qinghe Zheng, Penghui Zhao, Yang Li, Hongjun Wang, Yang Yang

Neural Comput. Appl., 2021

CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition.

Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Huake Su

Multidimens. Syst. Signal Process., 2021

An intelligent wireless communication model based on multi-feature fusion and quantile regression neural network.

Qinghe Zheng, Mingqiang Yang, Deqiang Wang, Xinyu Tian, Huake Su

J. Intell. Fuzzy Syst., 2021

MR-DCAE: Manifold regularization-based deep convolutional autoencoder for unauthorized broadcasting identification.

Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang

Int. J. Intell. Syst., 2021

Cover: International Journal of Intelligent Systems, Volume 36 Issue 12 December 2021.

Qinghe Zheng, Penghui Zhao, Deliang Zhang, Hongjun Wang

Int. J. Intell. Syst., 2021

Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture.

Sergio Saponara, Abdussalam Elhanashi, Qinghe Zheng

IEEE Access, 2021

An Intelligent Non-cooperative Spectrum Sensing Method Based on Convolutional Auto-encoder (CAE).

Qinghe Zheng, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara, Deliang Zhang

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

2020

PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning.

Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Yulin Wu, Huake Su

Multidimens. Syst. Signal Process., 2020

Multi-scale Attention Net for Retina Blood Vessel Segmentation.

Yulin Wu, Anqi Liu, Lei Chen, Dong Zhao, Hongchao Zhou, Qinghe Zheng

Proceedings of the CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, 2020

2019

Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network.

Qinghe Zheng, Xinyu Tian, Nan Jiang, Mingqiang Yang

J. Intell. Fuzzy Syst., 2019

2018

Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process.

Qinghe Zheng, Mingqiang Yang, Jiajie Yang, Qingrui Zhang, Xinxin Zhang

IEEE Access, 2018

2017

Fine-grained image classification based on the combination of artificial features and deep convolutional activation features.

Qinghe Zheng, Mingqiang Yang, Qingrui Zhang, Xinxin Zhang

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

Segmentation of hand gesture based on dark channel prior in projector-camera system.

Qingrui Zhang, Mingqiang Yang, Qinghe Zheng, Xinxin Zhang

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017