Zhi Liu
Orcid: 0000-0002-6963-228XAffiliations:
- Shandong University, School of Information Science and Engineering, Jinan, China
According to our database1,
Zhi Liu
authored at least 95 papers
between 2007 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
A semi-automatic cardiovascular annotation and quantification toolbox utilizing prior knowledge-guided feature learning.
Biomed. Signal Process. Control., 2025
2024
Packet header-based reweight-long short term memory (Rew-LSTM) method for encrypted network traffic classification.
Computing, August, 2024
IEEE J. Biomed. Health Informatics, March, 2024
MSIF: multi-spectrum image fusion method for cross-modality person re-identification.
Int. J. Mach. Learn. Cybern., February, 2024
A Multimode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method.
IEEE Internet Things J., February, 2024
CMAR: A Pipeline for Cross-Modal Alignment and 3-D Reconstruction of Coronary Arteries Based on Key Bifurcation Vessel Measurements.
IEEE Trans. Instrum. Meas., 2024
Kalman-filter based hierarchical channel estimation for RIS-aided mmWave communication systems.
Phys. Commun., 2024
Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation.
Knowl. Based Syst., 2024
CausCLIP: Causality-Adapting Visual Scoring of Visual Language Models for Few-Shot Learning in Portable Echocardiography Quality Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., October, 2023
Refined Feature-based Multi-frame and Multi-scale Fusing Gate network for accurate segmentation of plaques in ultrasound videos.
Comput. Biol. Medicine, September, 2023
A Multidimensional Parallel Convolutional Connected Network Based on Multisource and Multimodal Sensor Data for Human Activity Recognition.
IEEE Internet Things J., August, 2023
A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation.
Medical Biol. Eng. Comput., June, 2023
A novel context inconsistency elimination algorithm based on the optimized Dempster-Shafer evidence theory for context-awareness systems.
Appl. Intell., June, 2023
IAT: A Full-Scale IVUS Analysis Toolbox Based on Deep Learning Algorithms for Clinical Diagnosis.
IEEE Trans. Instrum. Meas., 2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning.
CoRR, 2023
Signal Tensor Model and Eigenvalue Distributions for THz Uplink UM-MIMO Communications.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023
Joint Design of Energy-Based Constellations for Two-User Noncoherent Massive SIMO Systems.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
PhysMViT: Non-contact facial video physiological signal measurement network based on multiscale vision transformer.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
2022
IEEE Trans. Veh. Technol., 2022
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography.
IEEE J. Biomed. Health Informatics, 2022
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning.
IEEE Trans. Computational Imaging, 2022
Neural Comput. Appl., 2022
Non-invasive quantitative diagnosis of liver fibrosis with an artificial neural network.
Neural Comput. Appl., 2022
MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping.
Medical Image Anal., 2022
Neurocomputing, 2022
Weak lesion feature extraction by dual-branch separation and enhancement network for safe hemorrhagic transformation prediction.
Comput. Medical Imaging Graph., 2022
A Multi-modal Feature Layer Fusion Model for Assessment of Depression Based on Attention Mechanisms.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022
Predicting Lysine Phosphoglycerylation Sites using Bidirectional Encoder Representations with Transformers & Protein Feature Extraction and Selection.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022
Proceedings of the 15th International Congress on Image and Signal Processing, 2022
2021
IEEE Trans. Medical Imaging, 2021
Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease.
IEEE Trans. Instrum. Meas., 2021
Sensors, 2021
Future Gener. Comput. Syst., 2021
Intelligent human hand gesture recognition by local-global fusing quality-aware features.
Future Gener. Comput. Syst., 2021
Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention.
Complex., 2021
Unifying paragraph embeddings and neural collaborative filtering for hybrid recommendation.
Appl. Soft Comput., 2021
Proceedings of the International Conference on Communications, 2021
2020
MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation.
IEEE J. Biomed. Health Informatics, 2020
Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification.
Sci. Program., 2020
Knowl. Based Syst., 2020
Future Gener. Comput. Syst., 2020
Detection and diagnosis of myocarditis in young patients using ECG analysis based on artificial neural networks.
Computing, 2020
Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network.
Comput. Methods Programs Biomed., 2020
Multislice left ventricular ejection fraction prediction from cardiac MRIs without segmentation using shared SptDenNet.
Comput. Medical Imaging Graph., 2020
Detecting vulnerable plaque with vulnerability index based on convolutional neural networks.
Comput. Medical Imaging Graph., 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Learning the implicit strain reconstruction in ultrasound elastography using privileged information.
Medical Image Anal., 2019
J. Electron. Test., 2019
Brain annotation toolbox: exploring the functional and genetic associations of neuroimaging results.
Bioinform., 2019
Automatic Face Recognition Based on Sparse Representation and Extended Transfer Learning.
IEEE Access, 2019
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019
Three-Dimensional Reconstruction of Intravascular Ultrasound Images Based on Deep Learning.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2019
2018
A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest.
IEEE Access, 2018
Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform.
IEEE Access, 2018
Automatic Tongue Verification Based on Appearance Manifold Learning in Image Sequences for the Internet of Medical Things Platform.
IEEE Access, 2018
IEEE Access, 2018
A Benchmark Database and Baseline Evaluation for Fall Detection Based on Wearable Sensors for the Internet of Medical Things Platform.
IEEE Access, 2018
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018
2017
Sparse Tensor-Based Dimensionality Reduction for Hyperspectral Spectral-Spatial Discriminant Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2017
Class-Specific Random Forest With Cross-Correlation Constraints for Spectral-Spatial Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
2016
Proceedings of the 2016 IEEE International Conference on Smart Cloud, 2016
Mental Disease Feature Extraction with MRI by 3D Convolutional Neural Network with Multi-channel Input.
Proceedings of the 2016 IEEE International Conference on Smart Cloud, 2016
2015
Segmentation of White Blood Cells through Nucleus Mark Watershed Operations and Mean Shift Clustering.
Sensors, 2015
Infrared dynamic hand gesture recognition based on Gabor feature and sparse representation.
EAI Endorsed Trans. Self Adapt. Syst., 2015
EAI Endorsed Trans. Cogn. Commun., 2015
Multiple Objects Tracking and Identification Based on Sparse Representation in Surveillance Video.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015
2014
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014
Novel unsymmetrical dual cross-diamond search algorithm for fast block motion estimation.
Proceedings of the International Conference on Audio, 2014
2013
Proceedings of the Intelligence Science and Big Data Engineering, 2013
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013
2012
IEEE Trans. Consumer Electron., 2012
Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012
2011
Proceedings of the Seventh International Conference on Natural Computation, 2011
2010
IEICE Trans. Inf. Syst., 2010
2009
Comput. Medical Imaging Graph., 2009
Proceedings of the Fifth International Conference on Natural Computation, 2009
2007
Proceedings of the Advances in Biometrics, International Conference, 2007