Haiping Lu (吕海平)

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Konstantinos N PlataniotisProfessor, ECE Department, University of TorontoVerified email at ece.utoronto.ca
Andy J SwiftAcademic Unit of Radiology, University of SheffieldVerified email at sheffield.ac.uk
Shuo ZhouAcademic Fellow in Machine Learning, University of SheffieldVerified email at sheffield.ac.uk
Alex KotNanyang Technological UniversityVerified email at ntu.edu.sg
Samer Alabed, MD, FRCR, PhDUniversity of SheffieldVerified email at sheffield.ac.uk
How-Lung EngInstitute for Infocomm ResearchVerified email at i2r.a-star.edu.sg
Jim WildUniversity of SheffieldVerified email at sheffield.ac.uk
David G KielyConsultant Respiratory Physician and Director Sheffield Pulmonary Vascular Disease UnitVerified email at sth.nhs.uk
Yun-Qing ShiProfessor of Electrical and Computer Engineering, New Jersey Institute of Technology Verified email at njit.edu
Pankaj GargAssociate Professor in Cardiovascular Medicine and CMRVerified email at uea.ac.uk
SHI QIQUAN 史启权Huawei, AI ResearcherVerified email at huawei.com
Yiu-ming Cheung, PhD, Chair Profess...Department of Computer Science, Hong Kong Baptist UniversityVerified email at comp.hkbu.edu.hk
Li ZhangPostdoc, University of OxfordVerified email at eng.ox.ac.uk
Cuntai GuanPresident's Chair Professor in Computer Science and Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
Dimitrios HatzinakosDepartment of Electrical and Computer Engineering, University of TorontoVerified email at comm.utoronto.ca
Francis Minhthang BuiAssociate Professor, ECE Department, University of SaskatchewanVerified email at usask.ca
Yan Ge (葛岩)University of BristolVerified email at bristol.ac.uk
Allan LawrieImperial College LondonVerified email at imperial.ac.uk
Christopher S JohnsSheffield Teaching HospitalsVerified email at sheffield.ac.uk
Bappaditya MandalIEEE Senior Member, Fellow of Higher Education Academy (FHEA), Senior Lecturer in Computer ScienceVerified email at keele.ac.uk

Haiping Lu (吕海平)

Professor of Machine Learning, University of Sheffield

Verified email at sheffield.ac.uk - Homepage

Machine Learning Multimodal AI Interpretability Graph Analysis Medical Image Analysis


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MPCA: Multilinear principal component analysis of tensor objects H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 19 (1), 18-39, 2008	1000	2008
A survey of multilinear subspace learning for tensor data H Lu, KN Plataniotis, AN Venetsanopoulos Pattern Recognition, 2011	433	2011
Regularized common spatial pattern with aggregation for EEG classification in small-sample setting H Lu, HL Eng, C Guan, KN Plataniotis, AN Venetsanopoulos Biomedical Engineering, IEEE Transactions on 57 (12), 2936-2946, 2010	296	2010
Distance-reciprocal distortion measure for binary document images H Lu, AC Kot, YQ Shi Signal Processing Letters, IEEE 11 (2), 228-231, 2004	293	2004
Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 20 (1), 103-123, 2009	161	2009
Regularized common spatial patterns with generic learning for EEG signal classification H Lu, KN Plataniotis, AN Venetsanopoulos Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual …, 2009	133	2009
Uncorrelated multilinear principal component analysis for unsupervised multilinear subspace learning H Lu, KN Plataniotis, AN Venetsanopoulos Neural Networks, IEEE Transactions on 20 (11), 1820-1836, 2009	130	2009
Multilinear subspace learning: dimensionality reduction of multidimensional data H Lu, KN Plataniotis, A Venetsanopoulos CRC press, 2013	120	2013
Multilinear principal component analysis of tensor objects for recognition H Lu, KN Plataniotis, AN Venetsanopoulos Pattern Recognition, 2006. ICPR 2006. 18th International Conference on 2 …, 2006	100	2006
A full-body layered deformable model for automatic model-based gait recognition H Lu, KN Plataniotis, AN Venetsanopoulos EURASIP Journal on Advances in Signal Processing 2008, 62, 2008	87	2008
Motor Imagery Classification based on Bilinear Sub-Manifold Learning of Symmetric Positive-Definite Matrices X Xie, ZL Yu, H Lu, Z Gu, Y Li IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2016	85	2016
Watermark embedding in DC components of DCT for binary images H Lu, X Shi, YQ Shi, AC Kot, L Chen Multimedia Signal Processing, 2002 IEEE Workshop on, 300-303, 2002	83	2002
Face recognition with biometric encryption for privacy-enhancing self-exclusion H Lu, K Martin, F Bui, KN Plataniotis, D Hatzinakos 2009 16th International Conference on Digital Signal Processing, 1-8, 2009	81	2009
Gaussian kernel optimization for pattern classification J Wang, H Lu, KN Plataniotis, J Lu Pattern Recognition 42 (7), 1237-1247, 2009	69	2009
Secure data hiding in binary document images for authentication H Lu, AC Kot, J Cheng Circuits and Systems, 2003. ISCAS'03. Proceedings of the 2003 International …, 2003	69	2003
Feature extraction for incomplete data via low-rank tensor decomposition with feature regularization Q Shi, YM Cheung, Q Zhao, H Lu IEEE transactions on neural networks and learning systems 30 (6), 1803-1817, 2018	54	2018
Quantifying limb movements in epileptic seizures through color-based video analysis H Lu, Y Pan, B Mandal, HL Eng, C Guan, DWS Chan IEEE Transactions on Biomedical Engineering 60 (2), 461-469, 2012	52	2012
A layered deformable model for gait analysis H Lu, KN Plataniotis, AN Venetsanopoulos Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International …, 2006	45	2006
A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis AJ Swift, H Lu, J Uthoff, P Garg, M Cogliano, J Taylor, P Metherall, S Zhou, ... European Heart Journal-Cardiovascular Imaging 22 (2), 236-245, 2021	44	2021
Fuzzy key binding strategies based on quantization index modulation (QIM) for biometric encryption (BE) applications FM Bui, K Martin, H Lu, KN Plataniotis, D Hatzinakos IEEE Transactions on Information Forensics and Security 5 (1), 118-132, 2009	44	2009

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