Xiaobai Li

According to our database1, Xiaobai Li authored at least 79 papers between 1999 and 2020.

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Bibliography

2020
Atrial Fibrillation Detection From Face Videos by Fusing Subtle Variations.
IEEE Trans. Circuits Syst. Video Technol., 2020

AutoHR: A Strong End-to-End Baseline for Remote Heart Rate Measurement With Neural Searching.
IEEE Signal Process. Lett., 2020

Micro-expression spotting: A new benchmark.
CoRR, 2020

Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling.
CoRR, 2020

Face Anti-Spoofing with Human Material Perception.
CoRR, 2020

Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions.
CoRR, 2020

Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition.
CoRR, 2020

Radar Signal Modulation Recognition Based on Deep Joint Learning.
IEEE Access, 2020

Revisiting motion-based respiration measurement from videos.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Searching Central Difference Convolutional Networks for Face Anti-Spoofing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Multi-Modal Face Anti-Spoofing Based on Central Difference Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The 1st Challenge on Remote Physiological Signal Sensing (RePSS).
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Recent Progress on Face Presentation Attack Detection of 3D Mask Attacks.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Differential Privacy for the Vast Majority.
ACM Trans. Manag. Inf. Syst., 2019

Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition.
CoRR, 2019

Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks.
CoRR, 2019

A Decision Tree Approach for Assessing and Mitigating Background and Identity Disclosure Risks.
Proceedings of the 40th International Conference on Information Systems, 2019

Acquiring Heterogeneous Customer Data for Business Analytics.
Proceedings of the 40th International Conference on Information Systems, 2019

Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Face Liveness Detection by rPPG Features and Contextual Patch-Based CNN.
Proceedings of the 3rd International Conference on Biometric Engineering and Applications, 2019

Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep Learning.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods.
IEEE Trans. Affect. Comput., 2018

Customer Data Acquisition with Predictive Analytics.
Proceedings of the International Conference on Information Systems, 2018

Protecting Privacy When Releasing Query Results with Multiple Records Per Person.
Proceedings of the International Conference on Information Systems, 2018

Protecting Privacy When Releasing Search Results from Medical Document Data.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
Reading subtle information from human faces.
PhD thesis, 2017

Anonymizing 1: M microdata with high utility.
Knowl. Based Syst., 2017

Anonymizing and Sharing Medical Text Records.
Inf. Syst. Res., 2017

2016
Preserving Patient Privacy When Sharing Same-Disease Data.
ACM J. Data Inf. Qual., 2016

Unveiling consumers' privacy paradox behaviour in an economic exchange.
Int. J. Bus. Inf. Syst., 2016

Multi-modal emotion analysis from facial expressions and electroencephalogram.
Comput. Vis. Image Underst., 2016

RealSense = real heart rate: Illumination invariant heart rate estimation from videos.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Generalized face anti-spoofing by detecting pulse from face videos.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Data Acquisition for Business Analytics.
Proceedings of the International Conference on Information Systems, 2016

2015
Micro-Expression Recognition Using Color Spaces.
IEEE Trans. Image Process., 2015

Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition.
CoRR, 2015

Acquiring High Quality Customer Data with Low Cost.
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2015

Valuation of Personal Information.
Proceedings of the International Conference on Information Systems, 2015

2014
Digression and Value Concatenation to Enable Privacy-Preserving Regression.
MIS Q., 2014

Pricing and disseminating customer data with privacy awareness.
Decis. Support Syst., 2014

Micro-expression Recognition Using Dynamic Textures on Tensor Independent Color Space.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Remote Heart Rate Measurement from Face Videos under Realistic Situations.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Class-Restricted Clustering and Microperturbation for Data Privacy.
Manag. Sci., 2013

Developing privacy solutions for sharing and analysing healthcare data.
Int. J. Bus. Inf. Syst., 2013

A Framework for Privacy-Preserving Medical Document Sharing.
Proceedings of the International Conference on Information Systems, 2013

A Spontaneous Micro-expression Database: Inducement, collection and baseline.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012
Evaluation of Estimation Algorithms: Credibility Tests.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Insights into the Role of Magnesium Triad in <i>myo</i>-Inositol Monophosphatase: Metal Mechanism, Substrate Binding, and Lithium Therapy.
J. Chem. Inf. Model., 2012

Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Protecting Privacy Against Record Linkage Disclosure: A Bounded Swapping Approach for Numeric Data.
Inf. Syst. Res., 2011

Protecting Privacy Against Regression Attacks in Predictive Data Mining.
Proceedings of the International Conference on Information Systems, 2011

Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Recognising spontaneous facial micro-expressions.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Data Clustering and Micro-perturbation for Privacy-Preserving Data Sharing and Analysis.
Proceedings of the International Conference on Information Systems, 2010

2009
A Bayesian Approach for Estimating and Replacing Missing Categorical Data.
ACM J. Data Inf. Qual., 2009

Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining.
Oper. Res., 2009

Enterprise Systems for Management, L.F. Motiwalla, J.T. Pearson. Prentice Hall (2009), ISBN: 0-13-207950-X.
Int. J. Inf. Manag., 2009

Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining.
Decis. Support Syst., 2009

For sale by owner online: who gets the saved commission?
Commun. ACM, 2009

2008
Adaptive data reduction for large-scale transaction data.
Eur. J. Oper. Res., 2008

Common fallacies in applying hypothesis testing.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
Research of GPS Anti-Jamming Based on Circular Antenna Array.
Data Sci. J., 2007

Identity Disclosure Protection: A Data Reconstruction Approach for Preserving Privacy in Data Mining.
Proceedings of the International Conference on Information Systems, 2007

An Approach of Combustion Diagnosis in Boiler Furnace Based on Phase Space Reconstruction.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

A Novel Design of Software GNSS Signal Simulator.
Proceedings of the 2007 International Conference on Communications in Computing, 2007

2006
A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining.
IEEE Trans. Knowl. Data Eng., 2006

Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data.
Inf. Syst. Res., 2006

An Algorithm For Identifying The Recurring.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006

2005
General model-set design methods for multiple-model approach.
IEEE Trans. Autom. Control., 2005

A scalable decision tree system and its application in pattern recognition and intrusion detection.
Decis. Support Syst., 2005

2004
OBDMS - A Document Management System.
Proceedings of the Pacific Asia Conference on Information Systems, 2004

A Data Perturbation Approach to Privacy Protection in Data Mining.
Proceedings of the International Conference on Information Systems, 2004

2003
Multivariate decision trees using linear discriminants and tabu search.
IEEE Trans. Syst. Man Cybern. Part A, 2003

2002
Data reduction via adaptive sampling.
Commun. Inf. Syst., 2002

2001
A Dynamic Programming Based Pruning Method for Decision Trees.
INFORMS J. Comput., 2001

1999
A multiple criteria approach to data envelopment analysis.
Eur. J. Oper. Res., 1999


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