George Retsinas

Orcid: 0000-0001-6734-3575

According to our database1, George Retsinas authored at least 49 papers between 2015 and 2023.

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Bibliography

2023
Mushroom Detection and Three Dimensional Pose Estimation from Multi-View Point Clouds.
Sensors, April, 2023

Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras.
CoRR, 2023

On the Matrix Form of the Quaternion Fourier Transform and Quaternion Convolution.
CoRR, 2023

Enhancing Action Recognition in Vehicle Environments With Human Pose Information.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

From Digital Phenotype Identification To Detection Of Psychotic Relapses.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Document Binarization with Quaternionic Double Discriminator Generative Adversarial Network.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Shared-Operation Hypercomplex Networks for Handwritten Text Recognition.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Keyword Spotting Simplified: A Segmentation-Free Approach Using Character Counting and CTC Re-scoring.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

E-Prevention: The ICASSP-2023 Challenge on Person Identification and Relapse Detection from Continuous Recordings of Biosignals.
Proceedings of the IEEE International Conference on Acoustics, 2023

Newton-Based Trainable Learning Rate.
Proceedings of the IEEE International Conference on Acoustics, 2023

Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SPECTRE: Visual Speech-Informed Perceptual 3D Facial Expression Reconstruction from Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Realistic Synthetic Mushroom Scenes Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Feather: An Elegant Solution to Effective DNN Sparsification.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos.
CoRR, 2022

Attribute-based Gesture Recognition: Generalization to Unseen Classes.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Hypercomplex Generative Adversarial Networks for Lightweight Semantic Labeling.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Keyword Spotting with Quaternionic ResNet: Application to Spotting in Greek Manuscripts.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

On-the-Fly Deformations for Keyword Spotting.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

Best Practices for a Handwritten Text Recognition System.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021
Deformation-Invariant Networks For Handwritten Text Recognition.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Online Weight Pruning Via Adaptive Sparsity Loss.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Iterative Weighted Transductive Learning for Handwriting Recognition.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

From Seq2Seq Recognition to Handwritten Word Embeddings.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
WSRNet: Joint Spotting and Recognition of Handwritten Words.
CoRR, 2020

Weight Pruning via Adaptive Sparsity Loss.
CoRR, 2020

An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Quaternion Generative Adversarial Networks for Inscription Detection in Byzantine Monuments.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Maxpolynomial Division with Application To Neural Network Simplification.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

How to Track Your Dragon: A Multi-attentional Framework for Real-Time RGB-D 6-DOF Object Pose Tracking.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Efficient Learning-Free Keyword Spotting.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Transforming scholarship in the archives through handwritten text recognition.
J. Documentation, 2019

An Alternative Deep Feature Approach to Line Level Keyword Spotting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

RecNets: Channel-wise Recurrent Convolutional Neural Networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Compact Deep Descriptors for Keyword Spotting.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Exploring Critical Aspects of CNN-based Keyword Spotting. A PHOCNet Study.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017
A PHOC Decoder for Lexicon-Free Handwritten Word Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Nonlinear Manifold Embedding on Keyword Spotting Using t-SNE.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Transferable Deep Features for Keyword Spotting.
Proceedings of the IWCIM 2017, 2017

2016
Zoning Aggregated Hypercolumns for Keyword Spotting.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Keyword Spotting in Handwritten Documents Using Projections of Oriented Gradients.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Efficient Document Image Segmentation Representation by Approximating Minimum-Link Polygons.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Isolated character recognition using projections of oriented gradients.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Historical Typewritten Document Recognition Using Minimal User Interaction.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

GRPOLY-DB: An old Greek polytonic document image database.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015


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