Segmentation of hand gesture based on dark channel prior in projector-camera system. - Qingrui Zhang; Mingqiang Yang; Qinghe Zheng; Xinxin Zhang (ICCC, 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 (ICCC, 2017)

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)

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)

Multi-scale Attention Net for Retina Blood Vessel Segmentation. - Yulin Wu; Anqi Liu; Lei Chen; Dong Zhao; Hongchao Zhou; Qinghe Zheng (CSAI, 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)

An Intelligent Non-cooperative Spectrum Sensing Method Based on Convolutional Auto-encoder (CAE). - Qinghe Zheng; Hongjun Wang 004; Abdussalam Elhanashi; Sergio Saponara; Deliang Zhang (ApplePies, 2021)

Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture. - Sergio Saponara; Abdussalam Elhanashi; Qinghe Zheng (IEEE Access, 2021)

Cover: International Journal of Intelligent Systems, Volume 36 Issue 12 December 2021. - Qinghe Zheng; Penghui Zhao; Deliang Zhang; Hongjun Wang 004 (Int. J. Intell. Syst., 2021)

MR-DCAE: Manifold regularization-based deep convolutional autoencoder for unauthorized broadcasting identification. - Qinghe Zheng; Penghui Zhao; Deliang Zhang; Hongjun Wang 004 (Int. J. Intell. Syst., 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)

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)

Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification. - Qinghe Zheng; Penghui Zhao; Yang Li 124; Hongjun Wang 004; Yang Yang 023 (Neural Comput. Appl., 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)

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 (ApplePies, 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 (ApplePies, 2022)

Modulation Recognition Based on BP Neural Network. - Zhiwei Sun; Hua Wu; Qinghe Zheng; Yang Liu; Abdussalam Elhanashi; Sergio Saponara (ApplePies, 2022)

Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation. - Qinghe Zheng; Penghui Zhao; Hongjun Wang 004; Abdussalam Elhanashi; Sergio Saponara (IEEE Commun. Lett., 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)

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 089; Hongjun Wang 004; Yang Yang 023 (Sensors, 2022)

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 (ApplePies, 2023)

A Pedestrian Detection Method Based on YOLOv7 Model. - Binglin Li; Qinghe Zheng; Xinyu Tian; Abdussalam Elhanashi; Sergio Saponara (ApplePies, 2023)

Dynamic Capture Algorithm Based on Visual Background Extractor (Vibe). - Dali Qiao; Qinghe Zheng; Xinyu Tian; Abdussalam Elhanashi; Sergio Saponara (ApplePies, 2023)

Car Recognition Based on HOG Feature and SVM Classifier. - Xuanming Zhu; Qinghe Zheng; Xinyu Tian; Abdussalam Elhanashi; Sergio Saponara; Pierpaolo Dini (ApplePies, 2023)

Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images. - Abdussalam Elhanashi; Sergio Saponara; Qinghe Zheng (IEEE Access, 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 010; Abdussalam Elhanashi; Sergio Saponara; Kidiyo Kpalma (Big Data Cogn. Comput., 2023)

DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization. - Qinghe Zheng; Xinyu Tian; Zhiguo Yu; Hongjun Wang 004; Abdussalam Elhanashi; Sergio Saponara (Eng. Appl. Artif. Intell., 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)

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)

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., 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., 2023)

Advanced Deep Learning in Medical Imaging: Brain Tumor Detection and Localization with YOLOv9. - Abdussalam Elhanashi; Sergio Saponara; Pierpaolo Dini; Qinghe Zheng; Farzana Z. Ali; Yashbir Singh; Shiba Kuanar; Yuankai Huo; Khaled Younis (ApplePies, 2024)

Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver. - Jiatong Bai; Feng Shu 002; Qinghe Zheng; Bo Xu; Baihua Shi; Yiwen Chen; Weibin Zhang; Xianpeng Wang 001 (CoRR, 2024)

Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction. - Qinghe Zheng; Xinyu Tian; Zhiguo Yu; Bo Jin; Nan Jiang; Yao Ding 010; Mingqiang Yang; Abdussalam Elhanashi; Sergio Saponara; Kidiyo Kpalma (Expert Syst. Appl., 2024)

Att-U2Net: Using Attention to Enhance Semantic Representation for Salient Object Detection. - Chenzhe Jiang; Banglian Xu; Qinghe Zheng; Zhengtao Li; Leihong Zhang; Zimin Shen; Quan Sun; Dawei Zhang 009 (IET Signal Process., 2024)

Infrared Small Target Detection Based on Density Peak Search and Local Features. - Leihong Zhang; Hui Yang; Qinghe Zheng; Yiqiang Zhang; Dawei Zhang 009 (IET Signal Process., 2024)

Dynamical graph neural network with attention mechanism for epilepsy detection using single channel EEG. - Yang Li 124; Yang Yang 023; Qinghe Zheng; Yunxia Liu 001; Hongjun Wang 004; Shangling Song; Penghui Zhao (Medical Biol. Eng. Comput., 2024)

TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices. - Abdussalam Elhanashi; Pierpaolo Dini; Sergio Saponara; Qinghe Zheng (J. Real Time Image Process., 2024)

Early Stroke Detection: A Mobile Application for Real-Time Stroke Diagnosis Using Video and Lightweight Deep Learning. - Abdussalam Elhanashi; Massimiliano Donati; Sergio Saponara; Qinghe Zheng; Yuankai Huo; Yashbir Singh; Farzana Z. Ali; Shiba Kuanar; Orhan Unal; Khaled Younis (ISMICT, 2025)

Rethinking the multi-scale feature hierarchy in object detection transformer (DETR). - Fanglin Liu; Qinghe Zheng; Xinyu Tian; Feng Shu 002; Weiwei Jiang 003; Miaohui Wang; Abdussalam Elhanashi; Sergio Saponara (Appl. Soft Comput., 2025)

Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis. - Qinghe Zheng; Xinyu Tian; Mingqiang Yang; Shuang Han; Abdussalam Elhanashi; Sergio Saponara; Kidiyo Kpalma (Eng. Appl. Artif. Intell., 2025)

Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function. - Qinghe Zheng; Xinyu Tian; Zhiguo Yu; Mingqiang Yang; Abdussalam Elhanashi; Sergio Saponara (Eng. Appl. Artif. Intell., 2025)

CTFN: Multi-scale CNN and transformer with graph encodings fusion network for hyperspectral image classification. - Aitao Yang; Min Li 030; Yao Ding 010; Yujie He; Meiqiao Bi; Qinghe Zheng (Expert Syst. Appl., 2025)

The Abnormal Diagnosis Method for Process Parameter Fluctuation Based on Power Spectral Density and Statistical Characteristics. - Zhu Wang 012; Jiale Zhan; Qinghe Zheng; Shaokang Zhang (IET Signal Process., 2025)

Weak Preprocessing Iris Feature Matching Based on Bipartite Graph. - Jin Zhang 042; Kangwei Wang; Rongrong Shi; Feng Xie; Qinghe Zheng; Ruizhe Zhang; Cheng Wu; Yiming Wang 003 (IET Signal Process., 2025)

A Massive MIMO Channel Estimation Method Based on Hybrid Deep Learning Model With Regularization Techniques. - Xinyu Tian; Qinghe Zheng (Int. J. Intell. Syst., 2025)

Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects. - Qinghe Zheng; Xinyu Tian; Lisu Yu; Abdussalam Elhanashi; Sergio Saponara (Int. J. Intell. Syst., 2025)

Adaptive Homophily Clustering: Structure Homophily Graph Learning With Adaptive Filter for Hyperspectral Image. - Yao Ding 010; Zhili Zhang; Weijie Kang; Aitao Yang; Junyang Zhao; Jie Feng 003; Danfeng Hong; Qinghe Zheng (IEEE Trans. Geosci. Remote. Sens., 2025)

A Survey of Artificial Intelligence Enabled Channel Estimation Methods: Recent Advance, Performance, and Outlook. - Binglin Li; Qinghe Zheng; Xinyu Tian; Mingqiang Yang; Guan Gui 001; Weiwei Jiang 003; Hongjiang Lei; Jing Jiang 026; Feng Shu 002; Abdussalam Elhanashi; Sergio Saponara (Artif. Intell. Rev., 2025)