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Zhi Liu 0004
Person information
- affiliation: Shandong University, School of Information Science and Engineering, Jinan, China
Other persons with the same name
- Zhi Liu — disambiguation page
- Zhi Liu 0001
— Guangdong University of Technology, School of Automation, Guangzhou, China (and 1 more)
- Zhi Liu 0002
- Zhi Liu 0003
- Zhi Liu 0005
- Zhi Liu 0007
- Zhi Liu 0008
- Zhi Liu 0009
- Zhi Liu 0010
- Zhi Liu 0011
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2020 – today
- 2025
- [j64]Wenzhen Zhang
A semi-automatic cardiovascular annotation and quantification toolbox utilizing prior knowledge-guided feature learning. Biomed. Signal Process. Control. 102: 107201 (2025) - 2024
- [j63]Jiangang Hou, Xin Li, Hongji Xu, Chun Wang, Lizhen Cui, Zhi Liu, Changzhen Hu:
Packet header-based reweight-long short term memory (Rew-LSTM) method for encrypted network traffic classification. Computing 106(8): 2875-2896 (2024) - [j62]Zewei Ding, Qijuan Wu, Mingyu Wang
A Multimode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method. IEEE Internet Things J. 11(4): 6266-6277 (2024) - [j61]Xiaoxiao Cui
Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation. Knowl. Based Syst. 303: 112394 (2024) - [j60]Qingshan Chen
MSIF: multi-spectrum image fusion method for cross-modality person re-identification. Int. J. Mach. Learn. Cybern. 15(2): 647-665 (2024) - [j59]Wenmi Li, Zheng Dong
Kalman-filter based hierarchical channel estimation for RIS-aided mmWave communication systems. Phys. Commun. 66: 102404 (2024) - [j58]Yankun Cao
CMAR: A Pipeline for Cross-Modal Alignment and 3-D Reconstruction of Coronary Arteries Based on Key Bifurcation Vessel Measurements. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j57]Bangjun Li
Multi-Contrast Complementary Learning for Accelerated MR Imaging. IEEE J. Biomed. Health Informatics 28(3): 1436-1447 (2024) - [c30]Yiran Li, Xiaoxiao Cui, Yankun Cao, Yuezhong Zhang, Huihui Wang, Lizhen Cui, Zhi Liu, Shuo Li:
CausCLIP: Causality-Adapting Visual Scoring of Visual Language Models for Few-Shot Learning in Portable Echocardiography Quality Assessment. MICCAI (1) 2024: 211-220 - [c29]Xiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao, Zhen Li, Chaoyang Lv, Zhi Liu, Lizhen Cui, Shuo Li:
Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis. MICCAI (3) 2024: 682-692 - 2023
- [j56]Qiang Liu, Hongji Xu, Bo He, Hui Yuan, Zhi Liu
A novel context inconsistency elimination algorithm based on the optimized Dempster-Shafer evidence theory for context-awareness systems. Appl. Intell. 53(12): 15261-15277 (2023) - [j55]Xifeng Hu
Refined Feature-based Multi-frame and Multi-scale Fusing Gate network for accurate segmentation of plaques in ultrasound videos. Comput. Biol. Medicine 163: 107091 (2023) - [j54]Songning Lai
Multimodal sentiment analysis: A survey. Displays 80: 102563 (2023) - [j53]Yuhao Wang
A Multidimensional Parallel Convolutional Connected Network Based on Multisource and Multimodal Sensor Data for Human Activity Recognition. IEEE Internet Things J. 10(16): 14873-14885 (2023) - [j52]Mujun An, Junhuan Li, Xiaoyang Xu, Uwe Joseph Schoepf, Rock H. Savage, Kunlin Cao, Qi Song, Zeying Wang, Zhi Liu, Yuwei Li, Pengfei Zhang
A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation. Medical Biol. Eng. Comput. 61(6): 1507-1520 (2023) - [j51]Zhenzhen Quan
MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5734-5749 (2023) - [j50]Wenzhen Zhang
IAT: A Full-Scale IVUS Analysis Toolbox Based on Deep Learning Algorithms for Clinical Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - [c28]Guanhua Duan, Yankun Cao, Xiaoxiao Cui, Zhen Li, Xiaoyun Yang, Zhi Liu:
SwinDeepLab:Swin Transformer-based DeepLab v3+ for Gland Segmentation. CISP-BMEI 2023: 1-6 - [c27]Guanhua Duan, Yankun Cao, Wei Guo, Lizhen Cui, Zhi Liu:
A Virtual Staining Method for Immunohistochemical Images of Breast Cancer. CISP-BMEI 2023: 1-5 - [c26]Weiqi Nie, Yang Liu, Yulong Li, Zhi Liu, Danmin Miao:
PhysMViT: Non-contact facial video physiological signal measurement network based on multiscale vision transformer. CISP-BMEI 2023: 1-6 - [c25]Mengdi Liu, Dong Zheng, He Henry Chen, Hongji Xu, Zhi Liu:
Joint Design of Energy-Based Constellations for Two-User Noncoherent Massive SIMO Systems. SPAWC 2023: 576-580 - [c24]Bin Qi, Wensheng Zhang, Qiang Li, Jian Sun, Zhi Liu, Chen Wang, Cheng-Xiang Wang:
Signal Tensor Model and Eigenvalue Distributions for THz Uplink UM-MIMO Communications. WCSP 2023: 1050-1055 - [i2]Songning Lai, Haoxuan Xu, Xifeng Hu, Zhaoxia Ren, Zhi Liu:
Multimodal Sentiment Analysis: A Survey. CoRR abs/2305.07611 (2023) - [i1]Songning Lai, Xifeng Hu, Yulong Li, Zhaoxia Ren, Zhi Liu, Danmin Miao:
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. CoRR abs/2305.08473 (2023) - 2022
- [j49]Ziqiao Wang
Weak lesion feature extraction by dual-branch separation and enhancement network for safe hemorrhagic transformation prediction. Comput. Medical Imaging Graph. 97: 102038 (2022) - [j48]Tiankuo Li, Hongji Xu, Zhi Liu, Zheng Dong, Qiang Liu, Juan Li, Shidi Fan, Xiaojie Sun:
A spatiotemporal multi-feature extraction framework for opinion mining. Neurocomputing 490: 337-346 (2022) - [j47]Ranran Zhang, Yankun Cao, Yujun Li, Zhi Liu, Jianye Wang
MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping. Medical Image Anal. 80: 102520 (2022) - [j46]Jiaguang Song, Yuezhong Zhang, Shi Wang, Zhi Liu
Neural network combining X-ray and ultrasound in breast examination. Neural Comput. Appl. 34(5): 3523-3535 (2022) - [j45]Jiaguang Song, Yuezhong Zhang, Jinling Cheng, Shi Wang, Zhi Liu, Dianmin Sun:
Non-invasive quantitative diagnosis of liver fibrosis with an artificial neural network. Neural Comput. Appl. 34(9): 6733-6744 (2022) - [j44]Bangjun Li
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning. IEEE Trans. Computational Imaging 8: 679-692 (2022) - [j43]Xiaoxiao Cui
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. IEEE J. Biomed. Health Informatics 26(8): 4067-4078 (2022) - [j42]Jianhao Wang, Wensheng Zhang
Time-Varying Channel Estimation Scheme for Uplink MU-MIMO in 6G Systems. IEEE Trans. Veh. Technol. 71(11): 11820-11831 (2022) - [c23]Mujun An, Congcong Wang, Kemeng Tao, Jing Han, Kun Zhao, Zhi Liu:
Residual Self-attention Based Cortical Surface Reconstruction. CISP-BMEI 2022: 1-6 - [c22]Songning Lai, Xifeng Hu, Jing Han, Chun Wang, Subhas Mukhopadhyay
Predicting Lysine Phosphoglycerylation Sites using Bidirectional Encoder Representations with Transformers & Protein Feature Extraction and Selection. CISP-BMEI 2022: 1-6 - [c21]Congcong Wang, Decheng Liu, Kemeng Tao, Xiaoxiao Cui, Gongtang Wang, Yuefeng Zhao, Zhi Liu:
A Multi-modal Feature Layer Fusion Model for Assessment of Depression Based on Attention Mechanisms. CISP-BMEI 2022: 1-6 - 2021
- [j41]Yihao Zhang
Unifying paragraph embeddings and neural collaborative filtering for hybrid recommendation. Appl. Soft Comput. 106: 107345 (2021) - [j40]Zhi Liu
Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention. Complex. 2021: 3260259:1-3260259:9 (2021) - [j39]Tao Song, Honghua Zhao, Zhi Liu, Hao Liu, Yuanyuan Hu, Dianmin Sun:
Intelligent human hand gesture recognition by local-global fusing quality-aware features. Future Gener. Comput. Syst. 115: 298-303 (2021) - [j38]Dianmin Sun, Honghua Zhao, Tao Song, Aiqin Liu, Jinling Cheng, Zhi Liu, Xin Zhao:
Learning hierarchical face representation to enhance HCI among medical robots. Future Gener. Comput. Syst. 118: 180-186 (2021) - [j37]Aiqin Liu, Honghua Zhao, Tao Song, Zhi Liu, Haibin Wang, Dianmin Sun:
Adaptive control of manipulator based on neural network. Neural Comput. Appl. 33(9): 4077-4085 (2021) - [j36]Anindya Nag
Multi-Walled Carbon Nanotubes-Based Sensors for Strain Sensing Applications. Sensors 21(4): 1261 (2021) - [j35]Yankun Cao
Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j34]Jianning Li
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE Trans. Medical Imaging 40(9): 2329-2342 (2021) - [c20]Yanmiao Li, Hao Guo, Jiangang Hou, Zhen Zhang, Tongqing Jiang, Zhi Liu:
A Survey of Encrypted Malicious Traffic Detection*. CCCI 2021: 1-7 - 2020
- [j33]Younis Ibrahim
Soft Error Resilience of Deep Residual Networks for Object Recognition. IEEE Access 8: 19490-19503 (2020) - [j32]Haixia Hou, Yingying Xu
Hierarchical Long Short-Term Memory Network for Cyberattack Detection. IEEE Access 8: 90907-90913 (2020) - [j31]Yankun Cao
Detecting vulnerable plaque with vulnerability index based on convolutional neural networks. Comput. Medical Imaging Graph. 81: 101711 (2020) - [j30]Zhi Liu, Yihao Zhang, Weiwei Li, Shuo Li
Multislice left ventricular ejection fraction prediction from cardiac MRIs without segmentation using shared SptDenNet. Comput. Medical Imaging Graph. 86: 101795 (2020) - [j29]Zhi Liu, Yankun Cao, Yujun Li, Xiaoyan Xiao, Qingchen Qiu, Meijun Yang, Yuefeng Zhao, Lizhen Cui:
Automatic diagnosis of fungal keratitis using data augmentation and image fusion with deep convolutional neural network. Comput. Methods Programs Biomed. 187: 105019 (2020) - [j28]Yujun Li, Meijun Yang, Zhi Liu
Detection and diagnosis of myocarditis in young patients using ECG analysis based on artificial neural networks. Computing 102(1): 1-18 (2020) - [j27]Yingying Xu, Zhi Liu, Yujun Li, Haixia Hou, Yankun Cao, Yuefeng Zhao, Wei Guo, Lizhen Cui:
Feature data processing: Making medical data fit deep neural networks. Future Gener. Comput. Syst. 109: 149-157 (2020) - [j26]Zhaocai Sun, Xiaofeng Zhang
A probabilistic approach towards an unbiased semi-supervised cluster tree. Knowl. Based Syst. 192: 105306 (2020) - [j25]Meijun Yang, Xiaoyan Xiao, Zhi Liu
Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification. Sci. Program. 2020: 7025403:1-7025403:6 (2020) - [j24]Ranran Zhang, Xiaoyan Xiao, Zhi Liu
MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation. IEEE J. Biomed. Health Informatics 24(10): 2902-2911 (2020) - [c19]Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang:
Cranial Implant Design Using a Deep Learning Method with Anatomical Regularization. AutoImplant@MICCAI 2020: 85-93 - [c18]Bomin Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, Lizhen Cui, Pengfei Zhang:
Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders Diagnosis. MICCAI (2) 2020: 496-505
2010 – 2019
- 2019
- [j23]Zhi Liu
Automatic Face Recognition Based on Sparse Representation and Extended Transfer Learning. IEEE Access 7: 2387-2395 (2019) - [j22]Zhaowen Liu, Edmund T. Rolls
Brain annotation toolbox: exploring the functional and genetic associations of neuroimaging results. Bioinform. 35(19): 3771-3778 (2019) - [j21]Xixi Dai, Haibin Wang
A Single Event Upset Resilient Latch Design with Single Node Upset Immunity. J. Electron. Test. 35(6): 909-916 (2019) - [j20]Zhifan Gao
Learning the implicit strain reconstruction in ultrasound elastography using privileged information. Medical Image Anal. 58 (2019) - [c17]Yingying Xu, Zhi Liu, Yan-Miao Li, Yushuo Zheng, Haixia Hou, Mingcheng Gao, Yongsheng Song, Yang Xin:
Intrusion Detection Based on Fusing Deep Neural Networks and Transfer Learning. IFTC 2019: 212-223 - [c16]Yankun Cao, Zhi Liu, Xiaoyan Xiao, Yushuo Zheng, Lizhen Cui, Yixian Du, Pengfei Zhang:
Three-Dimensional Reconstruction of Intravascular Ultrasound Images Based on Deep Learning. IFTC 2019: 416-427 - 2018
- [j19]Xuelian Wu, Qingchen Qiu, Zhi Liu
Hyphae Detection in Fungal Keratitis Images With Adaptive Robust Binary Pattern. IEEE Access 6: 13449-13460 (2018) - [j18]Yang Xin, Lingshuang Kong, Zhi Liu
Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform. IEEE Access 6: 21418-21426 (2018) - [j17]Yang Xin, Lingshuang Kong, Zhi Liu
Machine Learning and Deep Learning Methods for Cybersecurity. IEEE Access 6: 35365-35381 (2018) - [j16]Yang Xin, Yankun Cao, Zhi Liu
Automatic Tongue Verification Based on Appearance Manifold Learning in Image Sequences for the Internet of Medical Things Platform. IEEE Access 6: 43885-43891 (2018) - [j15]Ranran Zhang, Xiaoyan Xiao, Zhi Liu
A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest. IEEE Access 6: 44944-44950 (2018) - [j14]Zhi Liu
A Benchmark Database and Baseline Evaluation for Fall Detection Based on Wearable Sensors for the Internet of Medical Things Platform. IEEE Access 6: 51286-51296 (2018) - [c15]Yaowen Zhu, Yankun Cao, Pengfei Zhang, Haixia Hou, Zhi Liu:
Design of Online Annotation and Incision System for IVUS Images. IFTC 2018: 74-90 - [c14]Hongxia Li, Haixia Hou, Yuyue Du, Zhi Liu:
Auditing Between Event Logs and Process Trees. IFTC 2018: 227-237 - [c13]Qisong Fu, Haixia Hou, Dongmei Jiang, Zhi Liu:
The Design of Immersion Acrophobia Adjuvant Therapy System (IAATS). IFTC 2018: 447-455 - [c12]Sitong Wu, Zhifan Gao
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. MICCAI (1) 2018: 374-382 - 2017
- [j13]Zhi Liu
Class-Specific Random Forest With Cross-Correlation Constraints for Spectral-Spatial Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(2): 257-261 (2017) - [j12]Zhi Liu
Sparse Tensor-Based Dimensionality Reduction for Hyperspectral Spectral-Spatial Discriminant Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 14(10): 1775-1779 (2017) - 2016
- [c11]Qingchen Qiu, Zhi Liu, Yuefeng Zhao, Dongmei Wei, Xuelian Wu:
Automatic Detecting Cornea Fungi Based on Texture Analysis. SmartCloud 2016: 214-217 - [c10]Lijun Cao, Zhi Liu, Xiaofu He, Yankun Cao, Ke-ning Li:
Mental Disease Feature Extraction with MRI by 3D Convolutional Neural Network with Multi-channel Input. SmartCloud 2016: 224-227 - 2015
- [j11]Bin Sun, Zhi Liu, Haixia Zhang:
Robust and Adaptive Block Tracking Method Based on Particle Filter. EAI Endorsed Trans. Cogn. Commun. 1(3): e3 (2015) - [j10]Lei Shang, Zhi Liu, Haixia Zhang:
Infrared dynamic hand gesture recognition based on Gabor feature and sparse representation. EAI Endorsed Trans. Self Adapt. Syst. 1(4): e1 (2015) - [j9]Zhi Liu, Jing Liu, Xiaoyan Xiao, Hui Yuan, Xiaomei Li, Jun Chang, Chengyun Zheng:
Segmentation of White Blood Cells through Nucleus Mark Watershed Operations and Mean Shift Clustering. Sensors 15(9): 22561-22586 (2015) - [c9]Bin Sun, Zhi Liu, Yulin Sun, Fangqi Su, Lijun Cao, Haixia Zhang:
Multiple Objects Tracking and Identification Based on Sparse Representation in Surveillance Video. BigMM 2015: 268-271 - 2014
- [j8]Congcong Zhang, Xiaoyan Xiao, Xiaomei Li, Ying-Jie Chen, Wu Zhen, Jun Chang, Chengyun Zheng, Zhi Liu:
White Blood Cell Segmentation by Color-Space-Based K-Means Clustering. Sensors 14(9): 16128-16147 (2014) - [c8]Bin Sun, Zhi Liu, Haixia Zhang:
Novel unsymmetrical dual cross-diamond search algorithm for fast block motion estimation. ICAILP 2014: 133-137 - [c7]Ming Fang, Zhi Liu, Hongjun Wang:
Image Processing Technology in the Palm Diagnosis in Traditional Chinese Medicine. ICMB 2014: 95-101 - 2013
- [j7]Zhi Liu, Zhaocai Sun, Hongjun Wang:
Specific Random Trees for Random Forest. IEICE Trans. Inf. Syst. 96-D(3): 739-741 (2013) - [c6]Congcong Zhang, Xiaomei Li, Zhi Liu, Qijun Zhao, Hui Xu, Fangqi Su:
The CFVD Reflection-Type Finger-Vein Image Database with Evaluation Baseline. CCBR 2013: 282-287 - [c5]Hong Zhang, Zhi Liu, Qijun Zhao, Congcong Zhang, Dandan Fan:
Finger Vein Recognition Based on Gabor Filter. IScIDE 2013: 827-834 - 2012
- [j6]Zhi Liu, Hongjun Wang, Qingli Li
Tongue Tumor Detection in Medical Hyperspectral Images. Sensors 12(1): 162-174 (2012) - [j5]Zhi Liu, Shangling Song:
An embedded real-time finger-vein recognition system for mobile devices. IEEE Trans. Consumer Electron. 58(2): 522-527 (2012) - [c4]Zhaocai Sun, Yunming Ye, Xiaofeng Zhang, Zhexue Huang, Shudong Chen, Zhi Liu:
Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification. Web Intelligence 2012: 388-395 - 2011
- [c3]Zhi Liu, Hongjun Wang, Wei Jiang, Huawei Zhuang:
Tongue verification with manifold learning. ICNC 2011: 2349-2352 - 2010
- [j4]Yuan Hu, Li Lu, Jingqi Yan, Zhi Liu, Pengfei Shi:
Sexual Dimorphism Analysis and Gender Classification in 3D Human Face. IEICE Trans. Inf. Syst. 93-D(9): 2643-2646 (2010) - [j3]Zhi Liu, Yilong Yin, Hongjun Wang, Shangling Song, Qingli Li
Finger vein recognition with manifold learning. J. Netw. Comput. Appl. 33(3): 275-282 (2010) - [j2]David Zhang
Dynamic tongueprint: A novel biometric identifier. Pattern Recognit. 43(3): 1071-1082 (2010)
2000 – 2009
- 2009
- [j1]Qingli Li
Tongue color analysis and discrimination based on hyperspectral images. Comput. Medical Imaging Graph. 33(3): 217-221 (2009) - [c2]Shangling Song, Changyu Wang, Liangmo Mei, Zhi Liu:
Finger-Articular Back Texture Recognition Based on Log Gabor. ICNC (6) 2009: 221-226 - 2007
- [c1]David Zhang, Zhi Liu, Jingqi Yan, Pengfei Shi:
Tongue-Print: A Novel Biometrics Pattern. ICB 2007: 1174-1183
Coauthor Index
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