Yanming Zhu

Orcid: 0000-0002-8238-8090

Affiliations:
  • University of New South Wales, Sydney, Australia (PhD 2019)
  • Tianjin University, School of Computer Science and Technology, China (former)


According to our database1, Yanming Zhu authored at least 22 papers between 2012 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

A Compound Loss Function With Shape Aware Weight Map for Microscopy Cell Segmentation.
IEEE Trans. Medical Imaging, May, 2023

Deep Learning in Diverse Intelligent Sensor Based Systems.
Sensors, 2023

A Novel Length-Flexible Lightweight Cancelable Fingerprint Template for Privacy-Preserving Authentication Systems in Resource-Constrained IoT Applications.
IEEE Internet Things J., 2023

2022
A Subgrid-Oriented Privacy-Preserving Microservice Framework Based on Deep Neural Network for False Data Injection Attack Detection in Smart Grids.
IEEE Trans. Ind. Informatics, 2022

Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey.
Sensors, 2022

PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-Model Transmission Systems.
IEEE Open J. Comput. Soc., 2022

A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions.
ACM Comput. Surv., 2022

Pair-Relationship Modeling for Latent Fingerprint Recognition.
CoRR, 2022

2021
3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions.
IEEE Open J. Comput. Soc., 2021

Automatic improvement of deep learning-based cell segmentation in time-lapse microscopy by neural architecture search.
Bioinform., 2021

2020
Contactless Fingerprint Recognition Based on Global Minutia Topology and Loose Genetic Algorithm.
IEEE Trans. Inf. Forensics Secur., 2020

Neural Architecture Search for Microscopy Cell Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019
Deep learning based automated latent fingerprint identification.
PhD thesis, 2019

2017
Latent fingerprint segmentation based on convolutional neural networks.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Robust Fingerprint Matching Based on Convolutional Neural Networks.
Proceedings of the Mobile Networks and Management - 9th International Conference, 2017

A Robust Contactless Fingerprint Enhancement Algorithm.
Proceedings of the Mobile Networks and Management - 9th International Conference, 2017

2016
Video super-resolution using an adaptive superpixel-guided auto-regressive model.
Pattern Recognit., 2016

2014
Video super-resolution based on automatic key-frame selection and feature-guided variational optical flow.
Signal Process. Image Commun., 2014

2013
Adaptive Video Super-Resolution Based on Superpixel-Guided Auto-Regressive Model.
Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

2012
Optimized image super-resolution based on sparse representation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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