Dimitrios Tsourounis

Orcid: 0000-0003-2249-2790

According to our database1, Dimitrios Tsourounis authored at least 17 papers between 2017 and 2024.

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

Timeline

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Bibliography

2024
Similarity Distance Learning on SPD Manifold for Writer Independent Offline Signature Verification.
IEEE Trans. Inf. Forensics Secur., 2024

2023
Subscripto multiplex: A Riemannian symmetric positive definite strategy for offline signature verification.
Pattern Recognit. Lett., March, 2023

Neural networks: deep learning strategies for problems with limited data
PhD thesis, 2023

Leveraging Expert Models for Training Deep Neural Networks in Scarce Data Domains: Application to Offline Handwritten Signature Verification.
CoRR, 2023

2022
SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification.
J. Imaging, 2022

From text to signatures: Knowledge transfer for efficient deep feature learning in offline signature verification.
Expert Syst. Appl., 2022

2021
Lip Reading by Alternating between Spatiotemporal and Spatial Convolutions.
J. Imaging, 2021

2020
Sequential Motif Profiles and Topological Plots for Offline Signature Verification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Lip Reading modeling with Temporal Convolutional Networks for medical support applications.
Proceedings of the 13th International Congress on Image and Signal Processing, 2020

2019
A Comprehensive Study of Sparse Representation Techniques for Offline Signature Verification.
IEEE Trans. Biom. Behav. Identity Sci., 2019

Lip Reading in Greek words at unconstrained driving scenario.
Proceedings of the 10th International Conference on Information, 2019

Sky Image forecasting with Generative Adversarial Networks for cloud coverage prediction.
Proceedings of the 10th International Conference on Information, 2019

2018
Handwritten Signature Verification via Deep Sparse Coding Architecture.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Muscle Type Classification on Ultrasound Imaging Using Deep Convolutional Neural Networks.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Attention-Aware Generative Adversarial Networks (ATA-GANs).
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Hierarchical Dictionary Learning and Sparse Coding for Static Signature Verification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Parsimonious Coding and Verification of Offline Handwritten Signatures.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017


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