Irene Kotsia

According to our database1, Irene Kotsia authored at least 53 papers between 2005 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition.
CoRR, 2024

2022
Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021
Analysing Affective Behavior in the second ABAW2 Competition.
CoRR, 2021

2020
Deep Neural Network Augmentation: Generating Faces for Affect Analysis.
Int. J. Comput. Vis., 2020

RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Editorial of Special Issue on Human Behaviour Analysis "In-the-Wild".
IEEE Trans. Affect. Comput., 2019

Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.
Int. J. Comput. Vis., 2019

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking.
Int. J. Comput. Vis., 2019

RetinaFace: Single-stage Dense Face Localisation in the Wild.
CoRR, 2019

MeshGAN: Non-linear 3D Morphable Models of Faces.
CoRR, 2019

Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Generating faces for affect analysis.
CoRR, 2018

4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
4DFAB: A Large Scale 4D Facial Expression Database for Biometric Applications.
CoRR, 2017

Dynamic Probabilistic Linear Discriminant Analysis for video classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

AgeDB: The First Manually Collected, In-the-Wild Age Database.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Recognition of Affect in the Wild Using Deep Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Editorial of special issue on spontaneous facial behaviour analysis.
Comput. Vis. Image Underst., 2016

Facial Affect "In-the-Wild": A Survey and a New Database.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2013
Guest Editorial Introduction to the Special Issue on Modern Control for Computer Games.
IEEE Trans. Cybern., 2013

On One-Shot Similarity Kernels: Explicit Feature Maps and Properties.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Affective Gaming: A Comprehensive Survey.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Tensor Learning for Regression.
IEEE Trans. Image Process., 2012

Higher rank Support Tensor Machines for visual recognition.
Pattern Recognit., 2012

Max-margin Non-negative Matrix Factorization.
Image Vis. Comput., 2012

Higher Rank Support Tensor Machines.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Affective gaming: Beyond using sensors.
Proceedings of the 5th International Symposium on Communications, 2012

Support tensor action spotting.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Exploring the Similarities of Neighboring Spatiotemporal Points for Action Pair Matching.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Support tucker machines.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Action spotting exploiting the frequency domain.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Max-Margin Semi-NMF.
Proceedings of the British Machine Vision Conference, 2011

2010
Multiplicative Update Rules for Multilinear Support Tensor Machines.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Relative Margin Support Tensor Machines for gait and action recognition.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Novel Multiclass Classifiers Based on the Minimization of the Within-Class Variance.
IEEE Trans. Neural Networks, 2009

Frontal view recognition in multiview video sequences.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Τεχνικές ψηφιακής επεξεργασίας εικόνας και βίντεο με εφαρμογή στην αναγνώριση συναισθηματικής κατάστασης
PhD thesis, 2008

Texture and shape information fusion for facial expression and facial action unit recognition.
Pattern Recognit., 2008

An analysis of facial expression recognition under partial facial image occlusion.
Image Vis. Comput., 2008

Discriminant Non-negative Matrix Factorization and Projected Gradients for Frontal Face Verification.
Proceedings of the Biometrics and Identity Management, First European Workshop, 2008

Texture and Shape Information Fusion for Facial Action Unit Recognition.
Proceedings of the First International Conference on Advances in Computer-Human Interaction, 2008

2007
Facial Expression Recognition in Image Sequences Using Geometric Deformation Features and Support Vector Machines.
IEEE Trans. Image Process., 2007

A Novel Discriminant Non-Negative Matrix Factorization Algorithm With Applications to Facial Image Characterization Problems.
IEEE Trans. Inf. Forensics Secur., 2007

Synthesis of expressive facial animations: A multimodal caricatural mirror.
J. Multimodal User Interfaces, 2007

Facial Expression Recognition in Videos using a Novel Multi-Class Support Vector Machines Variant.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Facial expression recognition using shape and texture information.
Proceedings of the Artificial Intelligence in Theory and Practice, 2006

Fusion of Geometrical and Texture Information for Facial Expression Recognition.
Proceedings of the International Conference on Image Processing, 2006

The eNTERFACE'05 Audio-Visual Emotion Database.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

2005
Real time facial expression recognition from image sequences using support vector machines.
Proceedings of the 2005 International Conference on Image Processing, 2005

Facial expression analysis under partial occlusion.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005


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