Zhi Liu

Orcid: 0000-0002-6963-228X

Affiliations:
  • 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:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

Multi-Contrast Complementary Learning for Accelerated MR Imaging.
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

Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Multimodal sentiment analysis: A survey.
Displays, December, 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

A Virtual Staining Method for Immunohistochemical Images of Breast Cancer.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023

SwinDeepLab:Swin Transformer-based DeepLab v3+ for Gland Segmentation.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023

2022
Time-Varying Channel Estimation Scheme for Uplink MU-MIMO in 6G Systems.
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 network combining X-ray and ultrasound in breast examination.
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

A spatiotemporal multi-feature extraction framework for opinion mining.
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

Residual Self-attention Based Cortical Surface Reconstruction.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.
IEEE Trans. Medical Imaging, 2021

Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease.
IEEE Trans. Instrum. Meas., 2021

Multi-Walled Carbon Nanotubes-Based Sensors for Strain Sensing Applications.
Sensors, 2021

Adaptive control of manipulator based on neural network.
Neural Comput. Appl., 2021

Learning hierarchical face representation to enhance HCI among medical robots.
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

A Survey of Encrypted Malicious Traffic Detection<sup>*</sup>.
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

A probabilistic approach towards an unbiased semi-supervised cluster tree.
Knowl. Based Syst., 2020

Feature data processing: Making medical data fit deep neural networks.
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

Soft Error Resilience of Deep Residual Networks for Object Recognition.
IEEE Access, 2020

Hierarchical Long Short-Term Memory Network for Cyberattack Detection.
IEEE Access, 2020

Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization.
Proceedings of the Towards the Automatization of Cranial Implant Design in Cranioplasty, 2020

Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders Diagnosis.
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

A Single Event Upset Resilient Latch Design with Single Node Upset Immunity.
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

Intrusion Detection Based on Fusing Deep Neural Networks and Transfer Learning.
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

Machine Learning and Deep Learning Methods for Cybersecurity.
IEEE Access, 2018

Automatic Tongue Verification Based on Appearance Manifold Learning in Image Sequences for the Internet of Medical Things Platform.
IEEE Access, 2018

Hyphae Detection in Fungal Keratitis Images With Adaptive Robust Binary Pattern.
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

Design of Online Annotation and Incision System for IVUS Images.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

Auditing Between Event Logs and Process Trees.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

The Design of Immersion Acrophobia Adjuvant Therapy System (IAATS).
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
Automatic Detecting Cornea Fungi Based on Texture Analysis.
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

Robust and Adaptive Block Tracking Method Based on Particle Filter.
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
White Blood Cell Segmentation by Color-Space-Based K-Means Clustering.
Sensors, 2014

Image Processing Technology in the Palm Diagnosis in Traditional Chinese Medicine.
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
Specific Random Trees for Random Forest.
IEICE Trans. Inf. Syst., 2013

Finger Vein Recognition Based on Gabor Filter.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

The CFVD Reflection-Type Finger-Vein Image Database with Evaluation Baseline.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

2012
An embedded real-time finger-vein recognition system for mobile devices.
IEEE Trans. Consumer Electron., 2012

Tongue Tumor Detection in Medical Hyperspectral Images.
Sensors, 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
Tongue verification with manifold learning.
Proceedings of the Seventh International Conference on Natural Computation, 2011

2010
Dynamic tongueprint: A novel biometric identifier.
Pattern Recognit., 2010

Finger vein recognition with manifold learning.
J. Netw. Comput. Appl., 2010

Sexual Dimorphism Analysis and Gender Classification in 3D Human Face.
IEICE Trans. Inf. Syst., 2010

2009
Tongue color analysis and discrimination based on hyperspectral images.
Comput. Medical Imaging Graph., 2009

Finger-Articular Back Texture Recognition Based on Log Gabor.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2007
Tongue-Print: A Novel Biometrics Pattern.
Proceedings of the Advances in Biometrics, International Conference, 2007


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