Stefanos Zafeiriou

Orcid: 0000-0002-5222-1740

Affiliations:
  • Imperial College London, Department of Computing, UK


According to our database1, Stefanos Zafeiriou authored at least 348 papers between 2004 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
ShapeFusion: A 3D diffusion model for localized shape editing.
CoRR, 2024

AnimateMe: 4D Facial Expressions via Diffusion Models.
CoRR, 2024

Arc2Face: A Foundation Model of Human Faces.
CoRR, 2024

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

Locally Adaptive Neural 3D Morphable Models.
CoRR, 2024

Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Linear Complexity Self-Attention With $3{\mathrm{rd}}$3 rd Order Polynomials.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Free-HeadGAN: Neural Talking Head Synthesis With Explicit Gaze Control.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

EDFace-Celeb-1 M: Benchmarking Face Hallucination With a Million-Scale Dataset.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Redesigning Multi-Scale Neural Network for Crowd Counting.
IEEE Trans. Image Process., 2023

Inverse Image Frequency for Long-Tailed Image Recognition.
IEEE Trans. Image Process., 2023

4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities.
IEEE Trans. Affect. Comput., 2023

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

FitDiff: Robust monocular 3D facial shape and reflectance estimation using Diffusion Models.
CoRR, 2023

Neural Sign Actors: A diffusion model for 3D sign language production from text.
CoRR, 2023

Rethinking the Domain Gap in Near-infrared Face Recognition.
CoRR, 2023

Latent Alignment with Deep Set EEG Decoders.
CoRR, 2023

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
CoRR, 2023

3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Dynamic Neural Portraits.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

ILSH: The Imperial Light-Stage Head Dataset for Human Head View Synthesis.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023


Factorized Dynamic Fully-Connected Layers for Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spatio-temporal Prompting Network for Robust Video Feature Extraction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Relightify: Relightable 3D Faces from a Single Image via Diffusion Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adaptive Spiral Layers for Efficient 3D Representation Learning on Meshes.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ViTs for SITS: Vision Transformers for Satellite Image Time Series.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Handy: Towards a High Fidelity 3D Hand Shape and Appearance Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FitMe: Deep Photorealistic 3D Morphable Model Avatars.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
AutoHash: Learning Higher-Order Feature Interactions for Deep CTR Prediction.
IEEE Trans. Knowl. Data Eng., 2022

Context-Self Contrastive Pretraining for Crop Type Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Guest Editorial: Non-Euclidean Machine Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

AvatarMe<sup>++</sup>: Facial Shape and BRDF Inference With Photorealistic Rendering-Aware GANs.
IEEE Trans. Pattern Anal. Mach. Intell., 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

Deep Polynomial Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Weakly-Supervised Gaze Estimation from Synthetic Views.
CoRR, 2022

A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal.
CoRR, 2022

Facial Geometric Detail Recovery via Implicit Representation.
CoRR, 2022

Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification.
CoRR, 2022

Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition.
CoRR, 2022

Physically-Based Face Rendering for NIR-VIS Face Recognition.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deepsatdata: Building Large Scale Datasets of Satellite Images for Training Machine Learning Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Sample and Computation Redistribution for Efficient Face Detection.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach.
Proceedings of the Computer Vision - ECCV 2022, 2022


Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Neural Mesh Simplification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

3D human tongue reconstruction from single "in-the-wild" images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Head2Head++: Deep Facial Attributes Re-Targeting.
IEEE Trans. Biom. Behav. Identity Sci., 2021

Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset.
IEEE Trans. Affect. Comput., 2021

Tensor Methods in Computer Vision and Deep Learning.
Proc. IEEE, 2021

Towards a Complete 3D Morphable Model of the Human Head.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

End-to-end multimodal affect recognition in real-world environments.
Inf. Fusion, 2021

Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation.
Int. J. Comput. Vis., 2021

AvatarMe++: Facial Shape and BRDF Inference with Photorealistic Rendering-Aware GANs.
CoRR, 2021

EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters.
CoRR, 2021

EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset.
CoRR, 2021

Poly-NL: Linear Complexity Non-local Layers with Polynomials.
CoRR, 2021

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

Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study.
CoRR, 2021

Head2HeadFS: Video-based Head Reenactment with Few-shot Learning.
CoRR, 2021

Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework.
CoRR, 2021


Analysing Affective Behavior in the second ABAW2 Competition.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Masked Face Recognition Challenge: The InsightFace Track Report.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

HeadGAN: One-shot Neural Head Synthesis and Editing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Poly-NL: Linear Complexity Non-local Layers With 3rd Order Polynomials.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Speech Emotion Recognition Using Semantic Information.
Proceedings of the IEEE International Conference on Acoustics, 2021

OSTeC: One-Shot Texture Completion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Prototype Learning for Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Binary Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters.
Int. J. Comput. Vis., 2020

3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation.
Int. J. Comput. Vis., 2020

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

RoCGAN: Robust Conditional GAN.
Int. J. Comput. Vis., 2020

HeadGAN: Video-and-Audio-Driven Talking Head Synthesis.
CoRR, 2020

Π-nets: Deep Polynomial Neural Networks.
CoRR, 2020

Reconstructing the Noise Manifold for Image Denoising.
CoRR, 2020

Facial Expression Synthesis using a Global-Local Multilinear Framework.
Comput. Graph. Forum, 2020

AutoGroup: Automatic Feature Grouping for Modelling Explicit High-Order Feature Interactions in CTR Prediction.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

PCA Retargeting: Encoding Linear Shape Models as Convolutional Mesh Autoencoders.
Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh Autoencoders.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Extracting Deep Local Features to Detect Manipulated Images of Human Faces.
Proceedings of the IEEE International Conference on Image Processing, 2020

Synthesising 3D Facial Motion from "In-the-Wild" Speech.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

3D Landmark Localization in Point Clouds for the Human Ear.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Face Video Generation from a Single Image and Landmarks.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

ReenactNet: Real-time Full Head Reenactment.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Head2Head: Video-based Neural Head Synthesis.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Analysing Affective Behavior in the First ABAW 2020 Competition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Learning to Generate Customized Dynamic 3D Facial Expressions.
Proceedings of the Computer Vision - ECCV 2020, 2020

Reconstructing the Noise Variance Manifold for Image Denoising.
Proceedings of the Computer Vision - ECCV 2020, 2020

Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Sub-center ArcFace: Boosting Face Recognition by Large-Scale Noisy Web Faces.
Proceedings of the Computer Vision - ECCV 2020, 2020

BLSM: A Bone-Level Skinned Model of the Human Mesh.
Proceedings of the Computer Vision - ECCV 2020, 2020

AvatarMe: Realistically Renderable 3D Facial Reconstruction "In-the-Wild".
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DeepFaceFlow: In-the-Wild Dense 3D Facial Motion Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Geometrically Principled Connections in Graph Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

P-nets: Deep Polynomial Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TESA: Tensor Element Self-Attention via Matricization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

VA-StarGAN: Continuous Affect Generation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
Joint Multi-View Face Alignment in the Wild.
IEEE Trans. Image Process., 2019

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

Fast Multilevel Algorithms for Compressive Principal Component Pursuit.
SIAM J. Imaging Sci., 2019

Side Information for Face Completion: A Robust PCA Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Non-Negative Matrix Factorizations for Multiplex Network Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Robust Kronecker Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations.
Int. J. Comput. Vis., 2019

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

Special Issue on Machine Vision.
Int. J. Comput. Vis., 2019

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

Motion Deblurring of Faces.
Int. J. Comput. Vis., 2019

Using Fully Convolutional Neural Networks to detect manipulated images in videos.
CoRR, 2019

Pixel Adaptive Filtering Units.
CoRR, 2019

Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network.
CoRR, 2019

Complement Face Forensic Detection and Localization with FacialLandmarks.
CoRR, 2019

PolyGAN: High-Order Polynomial Generators.
CoRR, 2019

Video-to-Video Translation for Visual Speech Synthesis.
CoRR, 2019

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

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

Multi-view facial capture using binary spherical gradient illumination.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2019

Robust Conditional Generative Adversarial Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

ArcFace for Disguised Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Single-Stage Joint Face Detection and Alignment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Reparameterising 3D Statistical Shape Models.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 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

Combining 3D Morphable Models: A Large Scale Face-And-Head Model.
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

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Single Image 3D Hand Reconstruction with Mesh Convolutions.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
IPST: Incremental Pictorial Structures for Model-Free Tracking of Deformable Objects.
IEEE Trans. Image Process., 2018

Disentangling the Modes of Variation in Unlabelled Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Recovering Joint and Individual Components in Facial Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

PD<sup>2</sup>T: Person-Specific Detection, Deformable Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

3D Reconstruction of "In-the-Wild" Faces in Images and Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Multi-Attribute Robust Component Analysis for Facial UV Maps.
IEEE J. Sel. Top. Signal Process., 2018

A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild".
Int. J. Comput. Vis., 2018

Large Scale 3D Morphable Models.
Int. J. Comput. Vis., 2018

A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions.
CoRR, 2018

Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition.
CoRR, 2018

Generating faces for affect analysis.
CoRR, 2018

A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild.
CoRR, 2018

DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild.
CoRR, 2018

End2You - The Imperial Toolkit for Multimodal Profiling by End-to-End Learning.
CoRR, 2018

ArcFace: Additive Angular Margin Loss for Deep Face Recognition.
CoRR, 2018

Visual Data Augmentation through Learning.
CoRR, 2018

Diffuse-Specular Separation using Binary Spherical Gradient Illumination.
Proceedings of the 29th Eurographics Symposium on Rendering, 2018


Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Deep and Deformable: Convolutional Mixtures of Deformable Part-Based Models.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Cascade Multi-View Hourglass Model for Robust 3D Face Alignment.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Photorealistic Facial Synthesis in the Dimensional Affect Space.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 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

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment.
Proceedings of the British Machine Vision Conference 2018, 2018

Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes.
Proceedings of the Computer Vision - ACCV 2018, 2018

Informed Non-Convex Robust Principal Component Analysis With Features.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep learning for multisensorial and multimodal interaction.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017
Nonnegative Decompositions for Dynamic Visual Data Analysis.
IEEE Trans. Image Process., 2017

A Deep Matrix Factorization Method for Learning Attribute Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks.
IEEE J. Sel. Top. Signal Process., 2017

The Conflict Escalation Resolution (CONFER) Database.
Image Vis. Comput., 2017

Statistical non-rigid ICP algorithm and its application to 3D face alignment.
Image Vis. Comput., 2017

Robust Statistical Frontalization of Human and Animal Faces.
Int. J. Comput. Vis., 2017

A Unified Framework for Compositional Fitting of Active Appearance Models.
Int. J. Comput. Vis., 2017

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

An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations.
CoRR, 2017

Side Information in Robust Principle Component Analysis: Algorithms and Applications.
CoRR, 2017


The 3D Menpo Facial Landmark Tracking Challenge.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Multilevel Approximate Robust Principal Component Analysis.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Side Information in Robust Principal Component Analysis: Algorithms and Applications.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling.
Proceedings of the IEEE International Conference on Computer Vision, 2017

The unconstrained ear recognition challenge.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

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

Deformable Models of Ears in-the-Wild for Alignment and Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

A Joint Discriminative Generative Model for Deformable Model Construction and Classification.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Robust low-rank tensor modelling using Tucker and CP decomposition.
Proceedings of the 25th European Signal Processing Conference, 2017

Complex representations for learning statistical shape priors.
Proceedings of the 25th European Signal Processing Conference, 2017

Initializing probabilistic linear discriminant analysis.
Proceedings of the 25th European Signal Processing Conference, 2017

Deep Analysis of Facial Behavioral Dynamics.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

The Menpo Facial Landmark Localisation Challenge: A Step Towards the Solution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

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

Learning the Multilinear Structure of Visual Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Face Normals "In-the-Wild" Using Fully Convolutional Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Robust Joint and Individual Variance Explained.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 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

DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Marginal Loss for Deep Face Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Deep Face Deblurring.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

3D Face Morphable Models "In-the-Wild".
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Facial Actions as Social Signals.
Proceedings of the Social Signal Processing, 2017

2016
Probabilistic Slow Features for Behavior Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2016

MAGMA: Multilevel Accelerated Gradient Mirror Descent Algorithm for Large-Scale Convex Composite Minimization.
SIAM J. Imaging Sci., 2016

Robust Correlated and Individual Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

300 W: Special issue on facial landmark localisation "in-the-wild".
Image Vis. Comput., 2016

A robust similarity measure for volumetric image registration with outliers.
Image Vis. Comput., 2016

300 Faces In-The-Wild Challenge: database and results.
Image Vis. Comput., 2016

Capturing correlations of local features for image representation.
Neurocomputing, 2016

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

Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks.
CoRR, 2016

From active appearance models and mnemonic descent to 3d morphable models: A brief history of statistical deformable models with examples in menpo.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Back to the future: A fully automatic method for robust age progression.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Fusion and community detection in multi-layer graphs.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Adaptive cascaded regression.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Fine-Grained Material Classification Using Micro-geometry and Reflectance.
Proceedings of the Computer Vision - ECCV 2016, 2016

Estimating Correspondences of Deformable Objects "In-the-Wild".
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 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

Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Mnemonic Descent Method: A Recurrent Process Applied for End-to-End Face Alignment.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Canonical Time Warping.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A 3D Morphable Model Learnt from 10, 000 Faces.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Online Kernel Slow Feature Analysis for Temporal Video Segmentation and Tracking.
IEEE Trans. Image Process., 2015

Feature-Based Lucas-Kanade and Active Appearance Models.
IEEE Trans. Image Process., 2015

Variational Infinite Hidden Conditional Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A survey on face detection in the wild: Past, present and future.
Comput. Vis. Image Underst., 2015

Face frontalization for Alignment and Recognition.
CoRR, 2015

MAGMA: Multi-level accelerated gradient mirror descent algorithm for large-scale convex composite minimization.
CoRR, 2015

The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Automatically Estimating Emotion in Music with Deep Long-Short Term Memory Recurrent Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Offline Deformable Face Tracking in Arbitrary Videos.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Face Flow.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Robust Statistical Face Frontalization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active nonrigid ICP algorithm.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

A survey on mouth modeling and analysis for Sign Language recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Automatic construction Of robust spherical harmonic subspaces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Active Pictorial Structures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Unifying holistic and Parts-Based Deformable Model fitting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Principal Component Analysis With Complex Kernel: The Widely Linear Model.
IEEE Trans. Neural Networks Learn. Syst., 2014

Active Orientation Models for Face Alignment In-the-Wild.
IEEE Trans. Inf. Forensics Secur., 2014

Special issue on "Multi-biometrics and Mobile-biometrics: Recent Advances and Future Research".
Image Vis. Comput., 2014

Online learning and fusion of orientation appearance models for robust rigid object tracking.
Image Vis. Comput., 2014

Optimal illumination directions for faces and rough surfaces for single and multiple light imaging using class-specific prior knowledge.
Comput. Vis. Image Underst., 2014

A Unified Framework for Probabilistic Component Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Real-time generic face tracking in the wild with CUDA.
Proceedings of the Multimedia Systems Conference 2014, 2014

Menpo: A Comprehensive Platform for Parametric Image Alignment and Visual Deformable Models.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A robust similarity measure for nonrigid image registration with outliers.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A Deep Semi-NMF Model for Learning Hidden Representations.
Proceedings of the 31th International Conference on Machine Learning, 2014

Slow features nonnegative matrix factorization for temporal data decomposition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

3D facial geometric features for constrained local model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Optimal UV spaces for facial morphable model construction.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

HOG active appearance models.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest.
Proceedings of the IEEE International Conference on Acoustics, 2014

Joint Unsupervised Face Alignment and Behaviour Analysis.
Proceedings of the Computer Vision - ECCV 2014, 2014

Audiovisual Conflict Detection in Political Debates.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Statistically Learned Deformable Eye Models.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Kernel-PCA Analysis of Surface Normals for Shape-from-Shading.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

RAPS: Robust and Efficient Automatic Construction of Person-Specific Deformable Models.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Merging SVMs with Linear Discriminant Analysis: A Combined Model.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Incremental Face Alignment in the Wild.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Automatic Construction of Deformable Models In-the-Wild.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Bayesian Active Appearance Models.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Generalised Scalable Robust Principal Component Analysis.
Proceedings of the British Machine Vision Conference, 2014

2013
Infinite Hidden Conditional Random Fields for Human Behavior Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2013

Face Recognition and Verification Using Photometric Stereo: The Photoface Database and a Comprehensive Evaluation.
IEEE Trans. Inf. Forensics Secur., 2013

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

High order pLSA for indexing tagged images.
Signal Process., 2013

A sparse representation method for determining the optimal illumination directions in Photometric Stereo.
Signal Process., 2013

Euler Principal Component Analysis.
Int. J. Comput. Vis., 2013

Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Correlated-spaces regression for learning continuous emotion dimensions.
Proceedings of the ACM Multimedia Conference, 2013

Markov Random Field Structures for Facial Action Unit Intensity Estimation.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

300 Faces in-the-Wild Challenge: The First Facial Landmark Localization Challenge.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Learning Slow Features for Behaviour Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2013

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

Online learning and fusion of orientation appearance models for robust rigid object tracking.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

A Semi-automatic Methodology for Facial Landmark Annotation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

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

Robust Discriminative Response Map Fitting with Constrained Local Models.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification.
IEEE Trans. Neural Networks Learn. Syst., 2012

Efficient Online Subspace Learning With an Indefinite Kernel for Visual Tracking and Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2012

Subspace Learning from Image Gradient Orientations.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

3D facial behaviour analysis and understanding.
Image Vis. Comput., 2012

Static and dynamic 3D facial expression recognition: A comprehensive survey.
Image Vis. Comput., 2012

Recognition of 3D facial expression dynamics.
Image Vis. Comput., 2012

A comparison of different features for automatic eye blinking detection with an application to analysis of deceptive behavior.
Proceedings of the 5th International Symposium on Communications, 2012

Local normal binary patterns for 3D facial action unit detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels.
Proceedings of the Computer Vision - ECCV 2012, 2012

Robust Learning from Normals for 3D Face Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Binary Pattern Analysis for 3D Facial Action Unit Detection.
Proceedings of the British Machine Vision Conference, 2012

Generic Active Appearance Models Revisited.
Proceedings of the Computer Vision - ACCV 2012, 2012

Incremental Slow Feature Analysis with Indefinite Kernel for Online Temporal Video Segmentation.
Proceedings of the Computer Vision, 2012

2011
Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms.
Data Min. Knowl. Discov., 2011

2.5D Elastic graph matching.
Comput. Vis. Image Underst., 2011

Robust and efficient parametric face alignment.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks.
Proceedings of the IEEE International Conference on Acoustics, 2011

Principal component analysis of image gradient orientations for face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

A dynamic approach to the recognition of 3D facial expressions and their temporal models.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Fast and robust appearance-based tracking.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Subspace analysis of arbitrarily many linear filter responses with an application to face tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Facial behaviometrics: The case of facial deformation in spontaneous smile/laughter.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

The Photoface database.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Sparse representations of image gradient orientations for visual recognition and tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Nonlinear Non-Negative Component Analysis Algorithms.
IEEE Trans. Image Process., 2010

Baseline face recognition using photometric stereo data.
Proceedings of the International Conference and Exhibition on Biometrics Technology, 2010

Image replica detection system utilizing R-trees and linear discriminant analysis.
Pattern Recognit., 2010

Robust FFT-Based Scale-Invariant Image Registration with Image Gradients.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

On the Subspace of Image Gradient Orientations
CoRR, 2010

Nonnegative Embeddings and Projections for Dimensionality Reduction and Information Visualization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Sparse representations for facial expressions recognition via l1 optimization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Bidirectional relighting for 3D-aided 2D face recognition.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Algorithms for Nonnegative Tensor Factorization.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

Discriminant Nonnegative Tensor Factorization Algorithms.
IEEE Trans. Neural Networks, 2009

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

Use of random time-intervals (RTIs) generation for biometric verification.
Pattern Recognit., 2009

2.5D Elastic Graph Matching algorithms.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Nonlinear Nonnegative Component Analysis.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Discriminant Graph Structures for Facial Expression Recognition.
IEEE Trans. Multim., 2008

Camera Motion Estimation Using a Novel Online Vector Field Model in Particle Filters.
IEEE Trans. Circuits Syst. Video Technol., 2008

On the Improvement of Support Vector Techniques for Clustering by Means of Whitening Transform.
IEEE Signal Process. Lett., 2008

Beyond FCM: Graph-theoretic post-processing algorithms for learning and representing the data structure.
Pattern Recognit., 2008

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

Camera Motion Estimation Using Particle Filters.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Motivating class-specific nonlinear projections for single and multiple view face verification.
Proceedings of the International Conference on Image Processing, 2008

Gender determination using a Support Vector Machine Variant.
Proceedings of the 2008 16th European Signal Processing Conference, 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
Τεχνικές ψηφιακής επεξεργασίας εικόνας με εφαρμογή στην αναγνώριση προσώπου και συναισθηματικής κατάστασης
PhD thesis, 2007

Minimum Class Variance Support Vector Machines.
IEEE Trans. Image Process., 2007

Learning Discriminant Person-Specific Facial Models Using Expandable Graphs.
IEEE Trans. Inf. Forensics Secur., 2007

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

Class-Specific Kernel-Discriminant Analysis for Face Verification.
IEEE Trans. Inf. Forensics Secur., 2007

The discriminant elastic graph matching algorithm applied to frontal face verification.
Pattern Recognit., 2007

A Novel Kernel Discriminant Analysis for Face Verification.
Proceedings of the International Conference on Image Processing, 2007

Discriminant Graph Structures for Face Verification.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification.
IEEE Trans. Neural Networks, 2006

Image Replica Detection using R-Trees and Linear Discriminant Analysis.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Blind Robust Watermarking Schemes for Copyright Protection of 3D Mesh Objects.
IEEE Trans. Vis. Comput. Graph., 2005

Exploiting discriminant information in elastic graph matching.
Proceedings of the 2005 International Conference on Image Processing, 2005

Class-Specific Discriminant Non-negative Matrix Factorization for Frontal Face Verification.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Linear discriminant feature selection techniques in elastic graph matching.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
A blind robust watermarking scheme for copyright protection of 3d mesh models.
Proceedings of the 2004 International Conference on Image Processing, 2004


  Loading...