Zhi Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 57

Top Topics

Feature Extraction

Histopathology Images

Top Venues

Future Gener. Comput. Syst.

IEEE Trans. Instrum. Meas.

Publications

Wenmi Li, Zheng Dong, Zhi Liu, Xiangchuan Gao, Xingwang Li, Di Zhai
Kalman-filter based hierarchical channel estimation for RIS-aided mmWave communication systems. Phys. Commun. 66 (2024)
Bangjun Li, Weifeng Hu, Chun-Mei Feng, Yujun Li, Zhi Liu, Yong Xu
Multi-Contrast Complementary Learning for Accelerated MR Imaging. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Yankun Cao, Wenzhen Zhang, Yuezhong Zhang, Guanjie Sun, Wei Guo, Mingjie Shao, Subhas Chandra Mukhopadhyay, Lizhen Cui, Yujun Li, Zhi Liu, Shuo Li
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 (2024)
Qingshan Chen, Zhenzhen Quan, Yifan Zheng, Yujun Li, Zhi Liu, Mikhail G. Mozerov
MSIF: multi-spectrum image fusion method for cross-modality person re-identification. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
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) (2024)
Zewei Ding, Qijuan Wu, Mingyu Wang, Jingjing Liu, Xiaoyang Zeng, Wenhong Li, Wei Huang, Zhi Liu, Xiao-Ping Zhang
A Multimode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method. IEEE Internet Things J. 11 (4) (2024)
Jinling Cheng, Tao Song, Zhi Liu, Lelai Zhou, Dianmin Sun
Retraction Note: Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis. Pers. Ubiquitous Comput. 28 (1) (2024)
Songning Lai, Haoxuan Xu, Xifeng Hu, Zhaoxia Ren, Zhi Liu
Multimodal Sentiment Analysis: A Survey. CoRR (2023)
Songning Lai, Xifeng Hu, Haoxuan Xu, Zhaoxia Ren, Zhi Liu
Multimodal sentiment analysis: A survey. Displays 80 (2023)
Wenzhen Zhang, Yankun Cao, Xifeng Hu, Jia Mi, Pengfei Zhang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu
IAT: A Full-Scale IVUS Analysis Toolbox Based on Deep Learning Algorithms for Clinical Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
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)
Zhenzhen Quan, Qingshan Chen, Moyan Zhang, Weifeng Hu, Qiang Zhao, Jiangang Hou, Yujun Li, Zhi Liu
MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Yuhao Wang, Hongji Xu, Lina Zheng, Guozhen Zhao, Zhi Liu, Shuang Zhou, Mengmeng Wang, Jie Xu
A Multidimensional Parallel Convolutional Connected Network Based on Multisource and Multimodal Sensor Data for Human Activity Recognition. IEEE Internet Things J. 10 (16) (2023)
Jinling Cheng, Tao Song, Zhi Liu, Lelai Zhou, Dianmin Sun
Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis. Pers. Ubiquitous Comput. 27 (3) (2023)
Xifeng Hu, Yankun Cao, Weifeng Hu, Wenzhen Zhang, Jing Li, Chuanyu Wang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu, Shuo Li
Refined Feature-based Multi-frame and Multi-scale Fusing Gate network for accurate segmentation of plaques in ultrasound videos. Comput. Biol. Medicine 163 (2023)
Mujun An, Congcong Wang, Kemeng Tao, Jing Han, Kun Zhao, Zhi Liu
Residual Self-attention Based Cortical Surface Reconstruction. CISP-BMEI (2022)
Jianhao Wang, Wensheng Zhang, Yunfei Chen, Zhi Liu, Jian Sun, Cheng-Xiang Wang
Time-Varying Channel Estimation Scheme for Uplink MU-MIMO in 6G Systems. IEEE Trans. Veh. Technol. 71 (11) (2022)
Xiaoxiao Cui, Yankun Cao, Zhi Liu, Xiaoyu Sui, Jia Mi, Yuezhong Zhang, Lizhen Cui, Shuo Li
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) (2022)
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)
Bangjun Li, Pengfei Zhang, Yankun Cao, Longkun Sun, Jianqin Feng, Yuezhong Zhang, Qi Yang, Yujun Li, Zhi Liu
AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning. IEEE Trans. Computational Imaging 8 (2022)
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) (2022)
Ranran Zhang, Yankun Cao, Yujun Li, Zhi Liu, Jianye Wang, Jiahuan He, Chenyang Zhang, Xiaoyu Sui, Pengfei Zhang, Lizhen Cui, Shuo Li
MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping. Medical Image Anal. 80 (2022)
Ziqiao Wang, Zhi Liu, Shuo Li
Weak lesion feature extraction by dual-branch separation and enhancement network for safe hemorrhagic transformation prediction. Comput. Medical Imaging Graph. 97 (2022)
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 (2022)
Yanmiao Li, Hao Guo, Jiangang Hou, Zhen Zhang, Tongqing Jiang, Zhi Liu
. CCCI (2021)
Anindya Nag, Md Eshrat E. Alahi, Subhas Chandra Mukhopadhyay, Zhi Liu
Multi-Walled Carbon Nanotubes-Based Sensors for Strain Sensing Applications. Sensors 21 (4) (2021)
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) (2021)
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 (2021)
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 (2021)
Yankun Cao, Ziqiao Wang, Zhi Liu, Yujun Li, Xiaoyan Xiao, Longkun Sun, Yang Zhang, Haixia Hou, Pengfei Zhang, Guang Yang
Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease. IEEE Trans. Instrum. Meas. 70 (2021)
Jianning Li, Pedro Pimentel, Angelika Szengel, Moritz Ehlke, Hans Lamecker, Stefan Zachow, Laura Jovani Estacio Cerquin, Christian Doenitz, Heiko Ramm, Haochen Shi, Xiaojun Chen, Franco Matzkin, Virginia F. J. Newcombe, Enzo Ferrante, Yuan Jin, David G. Ellis, Michele R. Aizenberg, Oldrich Kodym, Michal Spanel, Adam Herout, James G. Mainprize, Zachary Fishman, Michael R. Hardisty, Amirhossein Bayat, Suprosanna Shit, Bomin Wang, Zhi Liu, Matthias Eder, Antonio Pepe, Christina Gsaxner, Victor Alves, Ulrike Zefferer, Gord von Campe, Karin Pistracher, Ute Schäfer, Dieter Schmalstieg, Bjoern H. Menze, Ben Glocker, Jan Egger
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE Trans. Medical Imaging 40 (9) (2021)
Meijun Yang, Xiaoyan Xiao, Zhi Liu, Longkun Sun, Wei Guo, Lizhen Cui, Dianmin Sun, Pengfei Zhang, Guang Yang
Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification. Sci. Program. 2020 (2020)
Yankun Cao, Xiaoyan Xiao, Zhi Liu, Meijun Yang, Dianmin Sun, Wei Guo, Lizhen Cui, Pengfei Zhang
Detecting vulnerable plaque with vulnerability index based on convolutional neural networks. Comput. Medical Imaging Graph. 81 (2020)
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 (2020)
Yujun Li, Meijun Yang, Zhi Liu, Yuefeng Zhao, Dongmei Jiang, Lizhen Cui, Mingyu Wang
Detection and diagnosis of myocarditis in young patients using ECG analysis based on artificial neural networks. Computing 102 (1) (2020)
Zhaocai Sun, Xiaofeng Zhang, Yunming Ye, Xiaowen Chu, Zhi Liu
A probabilistic approach towards an unbiased semi-supervised cluster tree. Knowl. Based Syst. 192 (2020)
Ranran Zhang, Xiaoyan Xiao, Zhi Liu, Yujun Li, Shuo Li
MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation. IEEE J. Biomed. Health Informatics 24 (10) (2020)
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)
Haixia Hou, Yingying Xu, Menghan Chen, Zhi Liu, Wei Guo, Mingcheng Gao, Yang Xin, Lizhen Cui
Hierarchical Long Short-Term Memory Network for Cyberattack Detection. IEEE Access 8 (2020)
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 (2020)
Younis Ibrahim, Haibin Wang, Man Bai, Zhi Liu, Jianan Wang, Zhiming Yang, Zhengming Chen
Soft Error Resilience of Deep Residual Networks for Object Recognition. IEEE Access 8 (2020)
Zhi Liu, Dongmei Jiang, Yujun Li, Yankun Cao, Mingyu Wang, Yong Xu
Automatic Face Recognition Based on Sparse Representation and Extended Transfer Learning. IEEE Access 7 (2019)
Xixi Dai, Haibin Wang, Jiamin Chu, Zhi Liu, Li Cai, Kang Yan
A Single Event Upset Resilient Latch Design with Single Node Upset Immunity. J. Electron. Test. 35 (6) (2019)
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)
Yang Xin, Lingshuang Kong, Zhi Liu, Yuling Chen, Yan-Miao Li, Hongliang Zhu, Mingcheng Gao, Haixia Hou, Chunhua Wang
Machine Learning and Deep Learning Methods for Cybersecurity. IEEE Access 6 (2018)
Zhi Liu, Yankun Cao, Lizhen Cui, Jiahua Song, Guangzhe Zhao
A Benchmark Database and Baseline Evaluation for Fall Detection Based on Wearable Sensors for the Internet of Medical Things Platform. IEEE Access 6 (2018)
Xuelian Wu, Qingchen Qiu, Zhi Liu, Yuefeng Zhao, Bin Zhang, Yong Zhang, Xinyi Wu, Jianmin Ren
Hyphae Detection in Fungal Keratitis Images With Adaptive Robust Binary Pattern. IEEE Access 6 (2018)
Ranran Zhang, Xiaoyan Xiao, Zhi Liu, Wei Jiang, Jianwen Li, Yankun Cao, Jianmin Ren, Dongmei Jiang, Lizhen Cui
A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest. IEEE Access 6 (2018)
Qisong Fu, Haixia Hou, Dongmei Jiang, Zhi Liu
The Design of Immersion Acrophobia Adjuvant Therapy System (IAATS). IFTC (2018)
Yaowen Zhu, Yankun Cao, Pengfei Zhang, Haixia Hou, Zhi Liu
Design of Online Annotation and Incision System for IVUS Images. IFTC (2018)
Yang Xin, Yankun Cao, Zhi Liu, Yuling Chen, Lizhen Cui, Yaowen Zhu, Haixia Hou, Guangzhe Zhao, Mingyu Wang
Automatic Tongue Verification Based on Appearance Manifold Learning in Image Sequences for the Internet of Medical Things Platform. IEEE Access 6 (2018)
Yang Xin, Lingshuang Kong, Zhi Liu, Chunhua Wang, Hongliang Zhu, Mingcheng Gao, Chensu Zhao, Xiaoke Xu
Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform. IEEE Access 6 (2018)
Zhi Liu, Bo Tang, Xiaofu He, Qingchen Qiu, Hongjun Wang
Sparse Tensor-Based Dimensionality Reduction for Hyperspectral Spectral-Spatial Discriminant Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 14 (10) (2017)
Zhi Liu, Bo Tang, Xiaofu He, Qingchen Qiu, Feng Liu
Class-Specific Random Forest With Cross-Correlation Constraints for Spectral-Spatial Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14 (2) (2017)
Qingchen Qiu, Zhi Liu, Yuefeng Zhao, Dongmei Wei, Xuelian Wu
Automatic Detecting Cornea Fungi Based on Texture Analysis. SmartCloud (2016)
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)
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)
Ming Fang, Zhi Liu, Hongjun Wang
Image Processing Technology in the Palm Diagnosis in Traditional Chinese Medicine. ICMB (2014)
Hong Zhang, Zhi Liu, Qijun Zhao, Congcong Zhang, Dandan Fan
Finger Vein Recognition Based on Gabor Filter. IScIDE (2013)
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)
Zhi Liu, Zhaocai Sun, Hongjun Wang
Specific Random Trees for Random Forest. IEICE Trans. Inf. Syst. (3) (2013)
Zhi Liu, Shangling Song
An embedded real-time finger-vein recognition system for mobile devices. IEEE Trans. Consumer Electron. 58 (2) (2012)
Zhi Liu, Hongjun Wang, Qingli Li
Tongue Tumor Detection in Medical Hyperspectral Images. Sensors 12 (1) (2012)
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)
Zhi Liu, Hongjun Wang, Wei Jiang, Huawei Zhuang
Tongue verification with manifold learning. ICNC (2011)
Zhi Liu, Yilong Yin, Hongjun Wang, Shangling Song, Qingli Li
Finger vein recognition with manifold learning. J. Netw. Comput. Appl. 33 (3) (2010)