Feng Liu

Orcid: 0000-0003-1493-5352

Affiliations:
  • Shenzhen University, School of Computer Science and Software Engineering, China
  • Sichuan University, College of Computer Science, Chengdu, China (former)
  • Hong Kong Polytechnic University, Department of Computing, Biometrics Research Centre, Hong Kong (PhD)


According to our database1, Feng Liu authored at least 62 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction.
Pattern Recognit., January, 2024

2023
Multi-Layered Minutiae Extraction Based on Fusion-Attention for OCT Fingerprints.
IEEE Trans. Biom. Behav. Identity Sci., 2023

Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleAU: StyleGAN based Facial Action Unit Manipulation for Expression Editing.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022
Fingerprint Presentation Attack Detection by Channel-Wise Feature Denoising.
IEEE Trans. Inf. Forensics Secur., 2022

Fingerprint Presentation Attack Detector Using Global-Local Model.
IEEE Trans. Cybern., 2022

A Novel High-Resolution Fingerprint Representation Method.
IEEE Trans. Biom. Behav. Identity Sci., 2022

PointFace: Point Cloud Encoder-Based Feature Embedding for 3-D Face Recognition.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Robust Representation via Dynamic Feature Aggregation.
CoRR, 2022

Effective Presentation Attack Detection Driven by Face Related Task.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Orthogonalization-Guided Feature Fusion Network for Multimodal 2D+3D Facial Expression Recognition.
IEEE Trans. Multim., 2021

One-Class Fingerprint Presentation Attack Detection Using Auto-Encoder Network.
IEEE Trans. Image Process., 2021

Visual relationship detection with recurrent attention and negative sampling.
Neurocomputing, 2021

Face Presentation Attack Detection using Taskonomy Feature.
CoRR, 2021

Manifold-preserved GANs.
CoRR, 2021

Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing.
CoRR, 2021

Weakly Supervised Fingerprint Pore Extraction With Convolutional Neural Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Group-wise Inhibition based Feature Regularization for Robust Classification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Finger Vein Verification using Intrinsic and Extrinsic Features.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

PointFace: Point Set Based Feature Learning for 3D Face Recognition.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Flexible Touch-Based Fingerprint Acquisition Device and a Benchmark Database Using Optical Coherence Tomography.
IEEE Trans. Instrum. Meas., 2020

Fingerprint pore matching using deep features.
Pattern Recognit., 2020

Robust and high-security fingerprint recognition system using optical coherence tomography.
Neurocomputing, 2020

A Zero-Shot based Fingerprint Presentation Attack Detection System.
CoRR, 2020

Advanced Fingerprint Recognition: From 3D Shape to Ridge Detail, 2
Springer, ISBN: 978-981-15-4127-8, 2020

2019
Fingerprint Pore Comparison Using Local Features and Spatial Relations.
IEEE Trans. Circuits Syst. Video Technol., 2019

Boosting Depth-Based Face Recognition from a Quality Perspective.
Sensors, 2019

High-accurate and robust fingerprint anti-spoofing system using Optical Coherence Tomography.
Expert Syst. Appl., 2019

DEEPPOREID: An Effective Pore Representation Descriptor in Direct Pore Matching.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Local Feature Tensor Based Deep Learning for 3D Face Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Revisiting Depth-Based Face Recognition From a Quality Perspective.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

3D Fingerprint Gender Classification Using Deep Learning.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

2018
Ensemble One-Dimensional Convolution Neural Networks for Skeleton-Based Action Recognition.
IEEE Signal Process. Lett., 2018

Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Fingerprint Pore Extraction Using Convolutional Neural Networks and Logical Operation.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
Class-Specific Random Forest With Cross-Correlation Constraints for Spectral-Spatial Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

On 3D face reconstruction via cascaded regression in shape space.
Frontiers Inf. Technol. Electron. Eng., 2017

Image set classification based on synthetic examples and reverse training.
Neurocomputing, 2017

A joint-L<sub>2, 1</sub>-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis.
Neurocomputing, 2017

Multi-dim: A multi-dimensional face database towards the application of 3D technology in real-world scenarios.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

A CNN-Based Fingerprint Image Quality Assessment Method.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Fingerprint Pore Extraction Based on Multi-scale Morphology.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Feature Guided Fingerprint Pore Matching.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Fingerprint Segmentation via Convolutional Neural Networks.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
Breast cancer discriminant feature analysis for diagnosis via jointly sparse learning.
Neurocomputing, 2016

Joint Face Alignment and 3D Face Reconstruction.
Proceedings of the Computer Vision - ECCV 2016, 2016

Robust Multi-view Face Alignment Based on Cascaded 2D/3D Face Shape Regression.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015
Joint representation and pattern learning for robust face recognition.
Neurocomputing, 2015

Study on novel Curvature Features for 3D fingerprint recognition.
Neurocomputing, 2015

Cascaded Regressor based 3D Face Reconstruction from a Single Arbitrary View Image.
CoRR, 2015

Structured Regularized Robust Coding for Face Recognition.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Feature-Based 3D Reconstruction Model for Close-Range Objects and Its Application to Human Finger.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
3D fingerprint reconstruction system using feature correspondences and prior estimated finger model.
Pattern Recognit., 2014

2013
Touchless Multiview Fingerprint Acquisition and Mosaicking.
IEEE Trans. Instrum. Meas., 2013

Distal-Interphalangeal-Crease-Based User Authentication System.
IEEE Trans. Inf. Forensics Secur., 2013

2011
Selecting a Reference High Resolution for Fingerprint Recognition Using Minutiae and Pores.
IEEE Trans. Instrum. Meas., 2011

A novel hierarchical fingerprint matching approach.
Pattern Recognit., 2011

2010
Parallel versus Hierarchical Fusion of Extended Fingerprint Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Fingerprint Pore Matching Based on Sparse Representation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A comparative study on quality assessment of high resolution fingerprint images.
Proceedings of the International Conference on Image Processing, 2010


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