Dimitrios Tsourounis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Convolutional Neural Networks

Dynamic Time Warping

Top Venues

Publications

Elias N. Zois, Dimitrios Tsourounis, Dimitrios Kalivas
Similarity Distance Learning on SPD Manifold for Writer Independent Offline Signature Verification. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Dimitrios Tsourounis, Ilias Theodorakopoulos, Elias N. Zois, George Economou
Leveraging Expert Models for Training Deep Neural Networks in Scarce Data Domains: Application to Offline Handwritten Signature Verification. CoRR (2023)
Elias N. Zois, Salem Said, Dimitrios Tsourounis, Alex Alexandridis
Subscripto multiplex: A Riemannian symmetric positive definite strategy for offline signature verification. Pattern Recognit. Lett. 167 (2023)
Dimitrios Tsourounis, Ilias Theodorakopoulos, Elias N. Zois, George Economou
From text to signatures: Knowledge transfer for efficient deep feature learning in offline signature verification. Expert Syst. Appl. 189 (2022)
Dimitrios Tsourounis, Dimitris Kastaniotis, Christos Theoharatos, Andreas Kazantzidis, George Economou
SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification. J. Imaging 8 (10) (2022)
Dimitrios Tsourounis, Dimitris Kastaniotis, Spiros Fotopoulos
Lip Reading by Alternating between Spatiotemporal and Spatial Convolutions. J. Imaging 7 (5) (2021)
Dimitris Kastaniotis, Dimitrios Tsourounis, Spiros Fotopoulos
Lip Reading modeling with Temporal Convolutional Networks for medical support applications. CISP-BMEI (2020)
Elias N. Zois, Evangelos Zervas, Dimitrios Tsourounis, George Economou
Sequential Motif Profiles and Topological Plots for Offline Signature Verification. CVPR (2020)
Elias N. Zois, Dimitrios Tsourounis, Ilias Theodorakopoulos, Anastasios L. Kesidis, George Economou
A Comprehensive Study of Sparse Representation Techniques for Offline Signature Verification. IEEE Trans. Biom. Behav. Identity Sci. 1 (1) (2019)
George Andrianakos, Dimitrios Tsourounis, Spiros Oikonomou, Dimitris Kastaniotis, George Economou, Andreas Kazantzidis
Sky Image forecasting with Generative Adversarial Networks for cloud coverage prediction. IISA (2019)
Dimitris Kastaniotis, Dimitrios Tsourounis, Aristotelis Koureleas, Bojidar Peev, Christos Theoharatos, Spiros Fotopoulos
Lip Reading in Greek words at unconstrained driving scenario. IISA (2019)
Elias N. Zois, Marianna Papagiannopoulou, Dimitrios Tsourounis, George Economou
Hierarchical Dictionary Learning and Sparse Coding for Static Signature Verification. CVPR Workshops (2018)
Elias N. Zois, Dimitrios Tsourounis, Ilias Theodorakopoulos, Anastasios L. Kesidis, George Economou
A comprehensive study of sparse representation techniques for offline signature verification. CoRR (2018)
Dimitris Kastaniotis, Ioanna Ntinou, Dimitrios Tsourounis, George Economou, Spiros Fotopoulos
Attention-Aware Generative Adversarial Networks (ATA-GANs). IVMSP (2018)
Sofoklis Katakis, Nikolaos Barotsis, Dimitrios Kastaniotis, Christos Theoharatos, Dimitrios Tsourounis, Spiros Fotopoulos, Elias Panagiotopoulos
Muscle Type Classification on Ultrasound Imaging Using Deep Convolutional Neural Networks. IVMSP (2018)
Dimitrios Tsourounis, Ilias Theodorakopoulos, Elias N. Zois
Handwritten Signature Verification via Deep Sparse Coding Architecture. IVMSP (2018)
Dimitris Kastaniotis, Ioanna Ntinou, Dimitrios Tsourounis, George Economou, Spiros Fotopoulos
Attention-Aware Generative Adversarial Networks (ATA-GANs). CoRR (2018)
Elias N. Zois, Ilias Theodorakopoulos, Dimitrios Tsourounis, George Economou
Parsimonious Coding and Verification of Offline Handwritten Signatures. CVPR Workshops (2017)