Liu Hong Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates   Phone: 13871538433 Email: hongliu@hust.edu.cn Academic Areas: Artificial Intelligence, Machine Vision, Man-machine Interaction, Image Processing

 

Personal Profile

Liu Hong, female, born in 1963, member of the Communist Party of China, is currently a professor and supervisor of doctorate candidates of the School of Computer Science and Technology, Huazhong University of Science and Technology.

 

Professor Liu Hong received her PhD from Teesside University in the UK in 2000. From 2000 to 2005, she worked in FastForwd/Inktomi/Yahoo and other high-tech companies in Silicon Valley, USA, engaging in software product development, testing and project management. She was introduced by Huazhong University of Science and Technology in 2005, and is one of the research leaders of Digital Media Institute and Medical Image Information Research Center of the School of Computer Science and Technology. She is mainly engaged in theoretical and applied research of image processing, human-computer interaction, machine vision, artificial intelligence and other fields . She has presided over a National Key R&D Project “Research on Image Intelligent Diagnosis and Intelligent Reporting System Based on Deep Learning”,a National Natural Science Foundation of China “Research on Automatic Segmentation Method of Hippocampus of Brain MR Image Based on Analog Map”, 2 National Science and Technology Support Programs “Precise stereotaxis radiotherapy Planning System based on Monte Carlo method, Image - guided Localization and 3D Body Modeling” and “ Research on Stereoscopic Images Visual Treeness and Health Evaluation Criteria Based on Ophthalmic Physiology and Brain Function Detection”, a cooperative project with Huawei “Human-computer Interaction Engine Development Research” and the cooperative projects of the Joint Laboratory between HUST and Shanghai United Imaging Healthcare Co., Ltd. She has published more than 90 papers, obtained more than 30 patents, 13 copyrights of software works, 2 second prizes of  Science and Technology Progress Award of Hubei Progress and 2 silver prizes of International Exhibition of Inventions of Geneva.

Academic Degrees

1996.11~ 1999.10

Teesside University of the UK   Doctoral Degree - Postgraduate (Doctoral)

 

1992.9 ~ 1995.10

Huazhong University of Technology    Master's degree - Postgraduate (Master's Degree)

 

1984.9 ~ 1984.7

Huazhong Institute of Technology    Bachelor's Degree - Undergraduate (Bachelor’s degree)

Professional Experience

2005.12-2022.11

CBIB, the School of Computer Science and Engineering, HUST - Associate Professor/Professor - Supervisor of Doctorate Candidates, mainly engaged in researches on artificial intelligence, image information analysis and processing, human-computer interaction and other fields, as well as teaching undergraduate and postgraduate

 

2006.1-2008.6

Huazhong University of Science and Technology, Wuhan National Laboratory for Optoelectronics (preparing) -- Director Assistant -- Associate Professor -- Mainly responsible for scientific research and technology transfer

 

2006.12-2008.3

Huazhong University of Science and Technology, Wuhan National Laboratory for Optoelectronics (preparing) -- Hubei Optoelectronic Test Technology Service Center -- Director -- Associate Professor -- Responsible for the preparation and management of the test center

 

2005.12-2007.6

Huazhong University of Science and Technology, Wuhan National Laboratory of Optoelectronics (preparing) -- Department of Scientific Research and Technology Transfer -- Director -- Associate Professor -- Responsible for scientific research organization,  project management and technology transfer and the management of LED white lighting team

 

2005.1-2005.11

Anhui Yiduo Technology Co., LTD. - Executive Director - Senior Engineer - mainly responsible for the preparation of the company, project management and other work

 

2000.1-2004.12

EdgeNet, Fastforwd/Inktomi/Yahoo and other technology companies in Silicon Valley- Product development department - Senior software engineer - engaged in product development, quality assurance and other work

 

1996.1-1996.10

University of Texas at San Antonio (UTSA) - Department of Electrical Engineering - Visiting scholar - engaged in parallel algorithm research

 

1991.7-1995.12

Wuhan Vocational and Technical College (Wuhan Radio Technology School) - Computer Department - Lecturer - mainly engaged in the teaching of operating system, data structure, database principles, computer principles and other courses

 

1984.7-1991.6

Research Institute of the Yangtze River Transportation, Ministry of Communications - Computer Room - Assistant engineer - mainly engaged in scientific research

Courses Taught

Pattern recognition

Software Engineering

Discrete mathematics

C language programming

Data structure

Awards and Honors

[1] November 2021: Won the champion of 2021 Tencent 'Miyin' Medical Artificial Intelligence Algorithm Competition (Zhuang Yuzhou, Liu Hong, Song Enmin);

[2] April 2014, "3D Stereovision Image Workstation" won the Silver Award (ranking the third) in the 42nd International Invention Exhibition of Geneva, Switzerland (Song Enmin, Xu Xiangyang, Liu Hong, Jin Renchao, Pan Ning, Lin Zheng, Liu Yongchuan, Cheng Shaorong);

[3] January 2014, the “Quantitative Analysis System of Medical Image Feature ” won the third prize of Wuhan Science and Technology Progress Award(ranking the second);

[4] December 2013, “Research of the Application of Digital Hospital Based on Event-driven System Integration Platform”, won the second prize of Science and Technology Progress of Hubei Province (ranking the fifth);

[5] April 2012, “Tumor Motion Compensation System Concerning Lung Cancer radiotherapy ” won the Silver Award (ranking the first) in the 40th International Exhibition of Inventions of Geneva, Switzerland (Liu Hong, Song Enmin, Yang Cihui, Xu Xiangyang, Jin Lianghai);

[6] December 2010, “ Medical and Health Decision Support Platform based on Intelligent integration of Massive heterogeneous Database” won the second prize of Science and Technology Progress of Hubei Province (ranking the sixth) (Song Enmin, Ma Guangzhi, Jin Renchao, He Jun, Xu Xiangyang, Liu Hong, Zhang Lin)

Selected Projects Funded

[1] Operating Room Image Processing Algorithm and General Platform (Phase I, II, III), Wuhan Zhongke Medical Technology Industrial Technology Research Institute Co., LTD. &Wuhan United Imaging Healthcare Co., Ltd., 2019-12-01-2022-12-31

[2] Research on image intelligent Diagnosis and intelligent reporting System based on deep learning,a, National Key Research and Development project the 4th topic of “New Service Mode Solution for Third-party Medical Imaging Center (Project No. : 2017YFC0112800)”, 2017YFC0112804, 2017-07-01-2019

[3] Medical Image post-processing Algorithm and General Platform (Phase I, Phase II), Wuhan United Imaging Healthcare Co., Ltd., 2017-03-01-2019-10-31

[4] Liver Analysis and Application, Shanghai United Imaging Healthcare Co., Ltd.,,2017-05-01-2018-10-31

[5] Pulmonary nodule image search algorithm,Wuhan United Imaging Healthcare Co., Ltd., 2015-05-01-2016-09-30

[6] Design of Gesture Recognition  Verification system based on Semi-physical principle, 701 Research Institute of China Shipbuilding Industry Group Co., Ltd.,2015-04-01-2015-12-31

[7] Image processing algorithm in CT liver analysis,Wuhan United Imaging Healthcare Co., Ltd., 2014-01-01, 2014-12-31

[8] Automatic segmentation of hippocampus in MR Brain images based on similarity Atlas, National Natural Science Foundation of China, 61370179, 2012-01-01-2017-12-31

[9] Research on Video Restoration Enhancement Technology, Hangzhou Hikvision Digital Technology Co., LTD., 2012-09-30

[10] Human-computer Interaction Engine Development and Research, Cooperation Project with Huawei Motion Sensing Control Technology Phase I and II,YBIN2010194, YBIN2011048,2010-11-01-2012-12-31

[11] Study on Target Motion Trajectory Analysis and Localization Technology based on 4D CT Dynamic Imaging,Sub-project of the National Science and Technology Support Program of Ministry of Science and Technology Project “Precise stereotaxis radiotherapy Planning System based on Monte Carlo method, Image - guided Localization and 3D Body Modeling” (Project No. 2011BAI12B00),2011BAI12B00, 2011-01-2013-12-31

[12] The Case Study of Application of True Stereoscopic Display Technology in Digital Medicine and its Special Technical Requirements,the sub-project of the National Science and Technology Support Program “ Research on Stereoscopic Images Visual Treeness and Health Evaluation Criteria Based on Ophthalmic Physiology and Brain Function Detection” (Project No. : 2012BAI23B07) ,2012BAI23B07, 2012-01-2014-12-31

[13] Blood Glucose Dynamic Detector Based on Digital Sensor , Jiangsu Huayang Electric Appliance Co., LTD.,2011-11-01-2012-12-31

[14] Research on Edge Detection and Segmentation of Color Image based on Four Elements, General Project supported by National Natural Science Foundation of China,2010-01-01-2012-12-31

Selected Publications

[1] Hong Liu, Yuzhou Zhuang, Enmin Song *, Xiangyang Xu, Chih-Cheng Hung. A Bidirectional Multilayer Contrastive Adaptation Network with Anatomical Structure Preservation for Unpaired Cross-Modality Medical Image Segmentation. Computers in Biology and Medicine 149 (2022) 105964

[2] Yuzhou Zhuang，Hong Liu，Enmin Song，Guangzhi Ma，Xiangyang Xu，Hung, Chih-Cheng. APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images. IEEE Journal of Biomedical and Health Informatics, 2022，26(2): 749-761

[3] Hong Liu, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Lei Liu and Daiyang Liu. A new data augmentation method based on local image warping for medical image segmentation. Medical Physics. 2021，48(4):1685-1696

[4] Haichao Cao, Hong Liu*, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung，A Two-Stage Convolutional Neural Networks for Lung Nodule Detection，IEEE Journal of Biomedical and Health Informatics, 2020, 24: 2006-2015

[5] Hong Liu, Haichao Cao, Enmin Song*, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu & Chih-Cheng Hung. Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification. Journal of Digital Imaging, 2020, 33: 1242–1256

[6] Haichao Cao, Hong Liu*, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Yong Jin, Jianguo Lu. Dual-branch residual network for lung nodule segmentation. Applied Soft Computing, 2020, 86: 105934

[7] Hong Liu, Lijun Xu, Enmin Song, Jin, Renchao Jin, Chih-Cheng Hung.  Automatic Labelling of Brain Tissues in MR Images Through Spatial Indexes Based Hybrid Atlas Forest。IET IMAGE PROCESSING， 2020， 14（12）:2728-2736

[8] Hong Liu, Haichao Cao, Enmin Song*, Bone Marrow Cells Detection: A Technique for the Microscopic Image Analysis. Journal of Medical Systems, 2019，43:82(1-14)

[9] Hong Liu, Lijun Xu, Enmin Song, Renchao Jin, Chih-Cheng Hung. Automatic Labeling of MR Brain Images Through the Hashing Retrieval Based Atlas Forest. Journal of Medical Systems. 2019，43:241(1-12)

[10] Hong Liu, Haichao Cao, Enmin Song*, Guangzhi Ma, Xiangyang Xu, RenChao Jin, Yong Jin. A Cascaded Dual-Pathway Residual Network for Lung Nodule Segmentation in CT Images. Physica Medica. 2019, 63:112–121

[11] Haichao Cao, Hong Liu*, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung. Multi-Branch Ensemble Learning Architecture Based on 3D CNN for False Positive Reduction in Lung Nodule Detection. IEEE Access. 2019, 7: 67380-67391

[12] Lijun Xu, Hong Liu*, Enmin Song, Renchao Jin and Chih-Cheng Hung. Automatic brain tissue segmentation in MR Images using Hybrid Atlas Forest based on Confidence-Weighted Probability Matrix. International Journal of Imaging Systems and Technology. 2019, 29(2):97-109

[13] Feng Yu, Enmin Song, Hong Liu*, Jun Zhu, Chih-Cheng Hung. Laparoscopic Image-guided System Based on Multispectral Imaging for the Ureter Detection. IEEE Access, December, 2018, 7: 3800-3809.

[14] Lianghai Jin, Hong Liu*, Wenhua Zhang, Enmin Song. Video oriented filter for impulse noise reduction. Journal of Visual Communication and Image Representation, 2018, 55:1-11

[15] Enmin Song，Feng Yu，Yunlong Li，Hong Liu*，Youming Wan，Chih-Cheng Hung. An Image-guided Endoscope System for the Ureter Detection. Mobile Networks and Applications. 2018, 23(6):1655-1668

[16] Enmin Song，Feng Yu，Yunlong Li，Hong Liu*，Youming Wan，Chih-Cheng Hung. An Image-guided Endoscope System for the Ureter Detection. Mobile Networks and Applications. 2018, 23(6):1655-1668

[17] Enmin Song, Ning Cheng, Hong Liu∗, Huimin Song. Approach to Weak Signal Detection Via Over-Sampling and Bidirectional Saw-Tooth Shaped Function in Wearable Devices. Multimedia Tools and Applications. 2018, 77(17): 21923-21933

[18] Haichao Cao, Hong Liu∗, Enmin Song. A Novel Algorithm for Segmentation of Leukocytes in Peripheral Blood. Biomedical Signal Processing and Control. 2018, 45:10-21

[19] Feng Yu，Enmin Song，Hong Liu*，Yunlong Li，Jun Zhu，Chih-Cheng Hung. An Augmented Reality Endoscope System for Ureter Position Detection. Journal of Medical Systems. 2018, 42（8）：138：1-12

[20] Lijun Xu, Hong Liu*, Enmin Song, Memg Yan, Renchao Jin, and Chih-Cheng Hung. Automatic Labeling of MR Brain Images through Extensible Learning and Atlas Forests. Medical Physics. 2017. 44(12):6329-6340

[21] Hong Liu, Meng Yan, Enmin Song*, Yuejing Qian, Xiangyang Xu, Renchao Jin, Lianghai Jin, and Chih-Cheng Hung. Label Fusion Method Based on Sparse Patch Representation for the Brain MRI Image Segmentation. Iet Image Processing. 2017. 11(7): 502-511

[22] Hong Liu, Meng Yan, Enmin Song*, Jie Wang, Qian Wang, Renchao Jin, Lianghai Jin and Chih-Cheng Hung. Myocardial Motion Estimation of Tagged Cardiac Magnetic Resonance Images Using Tag Motion Constraints and Multi-level B-splines Interpolation. Magnetic Resonance Imaging, 2016, 34(4): 579-595

[23] Hong Liu, Jie Wang, Xiangyang Xu*, Enmin Song, Qian Wang, Renchao Jin, Chih-Cheng Hung, Baowei Fei. A Robust and Accurate Center-Frequency Estimation (RACE) Algorithm for Improving Motion Estimation Performance of SinMod on Tagged Cardiac MR Images Without Known Tagging Parameters. Magnetic Resonance Imaging, 2014, 32(9): 1139-1155

[24] Hong Liu, Mali Yu, Renchao Jin*, Enmin Song. Fill light for grayscale superresolution. Optical Engineering. 2013, 52(7): 073105（1-8）

[25] Hong Liu , Jie Wang,  Enmin Song, Xiangyang Xu , Yuanyuan QIN , Jun Li , Xiangyu Tang . Segmentation of Specific Tissue in Brain MR Images Based on Weighted Similarity Measure. Chinese Journal of Computer Science. 2014, Vol. 37, No. 6:1241-1250

[26] Hong Liu, Huaifei Hu, Xiangyang Xu, Enmin Song.  Automatic Left Ventricle Segmentation in Cardiac MRI Using Topological Stable-State Thresholding and Region Restricted Dynamic Programming. Academic Radiology. 2012, 19(6): 723-731.

[27] Hong Liu, Yihua Lan, Qian Wang, Renchao Jin, Enmin Song, Chih-Cheng Huang. Fast Weighted K-View-Voting Algorithm for Image Texture Classification. Optical Engineering. 2012, 51(2): 027004(1-12)

Professional Affiliations

 

Research Group

CBIB

Enrollment Information

Personal Homepage

Web：http://faculty.hust.edu.cn/liuhong11/en/index.htm