Vitomir Struc

Orcid: 0000-0002-3385-5780

Affiliations:
  • University of Ljubljana, Slovenia


According to our database1, Vitomir Struc authored at least 153 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
Fairness in face presentation attack detection.
Pattern Recognit., March, 2024

A graph neural network with context filtering and feature correction for conversational emotion recognition.
Inf. Sci., February, 2024

PrivacyProber: Assessment and Detection of Soft-Biometric Privacy-Enhancing Techniques.
IEEE Trans. Dependable Secur. Comput., 2024

Y-GAN: Learning dual data representations for anomaly detection in images.
Expert Syst. Appl., 2024

Generating bimodal privacy-preserving data for face recognition.
Eng. Appl. Artif. Intell., 2024

Deep Face Decoder: Towards understanding the embedding space of convolutional networks through visual reconstruction of deep face templates.
Eng. Appl. Artif. Intell., 2024

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.
CoRR, 2024

AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation.
CoRR, 2024

On the Vulnerability of Deepfake Detectors to Attacks Generated by Denoising Diffusion Models.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

2023
A Global Modeling Framework for Load Forecasting in Distribution Networks.
IEEE Trans. Smart Grid, November, 2023

IPAD: Iterative pruning with activation deviation for sclera biometrics.
J. King Saud Univ. Comput. Inf. Sci., September, 2023

Face deidentification with controllable privacy protection.
Image Vis. Comput., June, 2023

Efficient ear alignment using a two-stack hourglass network.
IET Biom., March, 2023

A survey on computer vision based human analysis in the COVID-19 era.
Image Vis. Comput., February, 2023

MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization.
IEEE Trans. Image Process., 2023

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach.
IEEE Trans. Inf. Forensics Secur., 2023

Synthetic data for face recognition: Current state and future prospects.
Image Vis. Comput., 2023

TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models.
CoRR, 2023

Beyond Detection: Visual Realism Assessment of Deepfakes.
CoRR, 2023

FICE: Text-Conditioned Fashion Image Editing With Guided GAN Inversion.
CoRR, 2023

ChildNet: Structural Kinship Face Synthesis Model With Appearance Control Mechanisms.
IEEE Access, 2023

Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models <sup>*</sup>.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Optimization-Based Improvement of Face Image Quality Assessment Techniques.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DFGC-VRA: DeepFake Game Competition on Visual Realism Assessment.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023



Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

GlassesGAN: Eyewear Personalization Using Synthetic Appearance Discovery and Targeted Subspace Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
An Attack on Facial Soft-Biometric Privacy Enhancement.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Reconstructing Superquadrics from Intensity and Color Images.
Sensors, 2022

Learning to Combine Local and Global Image Information for Contactless Palmprint Recognition.
Sensors, 2022

Making the Most of Single Sensor Information: A Novel Fusion Approach for 3D Face Recognition Using Region Covariance Descriptors and Gaussian Mixture Models.
Sensors, 2022

DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition.
Expert Syst. Appl., 2022

PrivacyProber: Assessment and Detection of Soft-Biometric Privacy-Enhancing Techniques.
CoRR, 2022

Hierarchical Superquadric Decomposition with Implicit Space Separation.
CoRR, 2022

Iterative Optimization of Pseudo Ground-Truth Face Image Quality Labels.
CoRR, 2022

Face Morphing Attack Detection Using Privacy-Aware Training Data.
CoRR, 2022

A Global Modeling Approach for Load Forecasting in Distribution Networks.
CoRR, 2022

C-VTON: Context-Driven Image-Based Virtual Try-On Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Kinship Verification from Ear Images: An Explorative Study with Deep Learning Models.
Proceedings of the International Workshop on Biometrics and Forensics, 2022

FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

BiOcularGAN: Bimodal Synthesis and Annotation of Ocular Images.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Body Segmentation Using Multi-task Learning.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

Assessing Bias in Face Image Quality Assessment.
Proceedings of the 30th European Signal Processing Conference, 2022


Detecting Soft-Biometric Privacy Enhancement.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
Privacy-Enhancing Face Biometrics: A Comprehensive Survey.
IEEE Trans. Inf. Forensics Secur., 2021

TBIOM Special Issue on "Best Reviewed Papers From IJCB 2020 - Editorial".
IEEE Trans. Biom. Behav. Identity Sci., 2021

An Attack on Feature Level-based Facial Soft-biometric Privacy Enhancement.
CoRR, 2021

Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection.
CoRR, 2021

High Resolution Face Editing with Masked GAN Latent Code Optimization.
CoRR, 2021

Learning to Predict Superquadric Parameters From Depth Images With Explicit and Implicit Supervision.
IEEE Access, 2021

ContexedNet: Context-Aware Ear Detection in Unconstrained Settings.
IEEE Access, 2021

Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion in Highly Inflected Languages.
Proceedings of the Intelligent Computing Theories and Application, 2021



2020
Face Hallucination Using Cascaded Super-Resolution and Identity Priors.
IEEE Trans. Image Process., 2020

A comprehensive investigation into sclera biometrics: a novel dataset and performance study.
Neural Comput. Appl., 2020

Simultaneous multi-descent regression and feature learning for facial landmarking in depth images.
Neural Comput. Appl., 2020

Evaluation and analysis of ear recognition models: performance, complexity and resource requirements.
Neural Comput. Appl., 2020

Segmentation and Recovery of Superquadric Models using Convolutional Neural Networks.
CoRR, 2020

PE-MIU: A Training-Free Privacy-Enhancing Face Recognition Approach Based on Minimum Information Units.
IEEE Access, 2020


Learning privacy-enhancing face representations through feature disentanglement.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Analysis of Race and Gender Bias in Deep Age Estimation Models.
Proceedings of the 28th European Signal Processing Conference, 2020

Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies.
Proceedings of the BIOSIG 2020, 2020

Constellation-Based Deep Ear Recognition.
Proceedings of the Deep Biometrics, 2020

2019
Deep Ear Recognition Pipeline.
Proceedings of the Recent Advances in Computer Vision - Theories and Applications, 2019

Frame-based classification for cross-speed gait recognition.
Multim. Tools Appl., 2019

Simultaneous regression and feature learning for facial landmarking.
CoRR, 2019

The Unconstrained Ear Recognition Challenge 2019 - ArXiv Version With Appendix.
CoRR, 2019

Recovery of Superquadrics from Range Images using Deep Learning: A Preliminary Study.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2019

Influence of segmentation on deep iris recognition performance.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019


Face Hallucination Revisited: An Exploratory Study on Dataset Bias.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Strengths and weaknesses of deep learning models for face recognition against image degradations.
IET Biom., 2018

Convolutional encoder-decoder networks for pixel-wise ear detection and segmentation.
IET Biom., 2018

Trends and Controversies.
IEEE Intell. Syst., 2018

<i>k</i>-Same-Net: <i>k</i>-Anonymity with Generative Deep Neural Networks for Face Deidentification.
Entropy, 2018

Face hallucination using cascaded super-resolution and identity priors.
CoRR, 2018

UG^2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

To Frontalize or Not to Frontalize: Do We Really Need Elaborate Pre-processing to Improve Face Recognition?
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Deep Multi-class Eye Segmentation for Ocular Biometrics.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

Selective Face Deidentification with End-to-End Perceptual Loss Learning.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

End-to-End Iris Segmentation Using U-Net.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

Localization of Facial Landmarks in Depth Images Using Gated Multiple Ridge Descent.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

Towards Accessories-Aware Ear Recognition.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

SSBC 2018: Sclera Segmentation Benchmarking Competition.
Proceedings of the 2018 International Conference on Biometrics, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Ear recognition: More than a survey.
Neurocomputing, 2017

Face deidentification with generative deep neural networks.
IET Signal Process., 2017

UG^2: a Video Benchmark for Assessing the Impact of Image Restoration andEnhancement on Automatic Visual Recognition.
CoRR, 2017

Pixel-wise Ear Detection with Convolutional Encoder-Decoder Networks.
CoRR, 2017

κ-Same-Net: Neural-Network-Based Face Deidentification.
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017

Covariate analysis of descriptor-based ear recognition techniques.
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017

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

SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Foreword.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016
Robust Depth Image Acquisition Using Modulated Pattern Projection and Probabilistic Graphical Models.
Sensors, 2016

Exploiting Spatio-Temporal Information for Light-Plane Labeling in Depth-Image Sensors Using Probabilistic Graphical Models.
Informatica, 2016

To Frontalize or Not To Frontalize: Do We Really Need Elaborate Pre-Processing to Improve Face Recognition Performance?
CoRR, 2016

A Composition Algorithm of Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

Deep pair-wise similarity learning for face recognition.
Proceedings of the 4th International Conference on Biometrics and Forensics, 2016

Report on the BTAS 2016 Video Person Recognition Evaluation.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Hand-Geometry Device.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Development and Evaluation of the Emotional Slovenian Speech Database - EmoLUKS.
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

Modest face recognition.
Proceedings of the 3rd International Workshop on Biometrics and Forensics, 2015

Facial Landmark Localization in Depth Images Using Supervised Ridge Descent.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Report on the FG 2015 Video Person Recognition Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Speaker de-identification using diphone recognition and speech synthesis.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Face recognition in the wild with the Probabilistic Gabor-Fisher Classifier.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Foreword - De-identification for Privacy Protection in Multimedia 2015.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Foreword - Biometrics in the Wild 2015.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
Beyond parametric score normalisation in biometric verification systems.
IET Biom., 2014

Incorporating Duration Information into I-Vector-Based Speaker Recognition Systems.
Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

An experimental tattoo de-identification system for privacy protection in still images.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

SIFT vs. FREAK: Assessing the usefulness of two keypoint descriptors for 3D face verification.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

A Feasibility Study on the Use of Binary Keypoint Descriptors for 3D Face Recognition.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

The IJCB 2014 PaSC video face and person recognition competition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Smart Surveillance Technologies in Border Control.
Eur. J. Law Technol., 2013

Building Cloud-based Biometric Services.
Informatica (Slovenia), 2013

Composite score normalization for face verification.
Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013


Patch-wise low-dimensional probabilistic linear discriminant analysis for Face Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Combining 3D face representations using region covariance descriptors and statistical models.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012
Non-parametric score normalization for biometric verification systems.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Principal Directions of Synthetic Exact Filters for Robust Real-Time Eye Localization.
Proceedings of the Biometrics and ID Management, 2011

2010
An Evaluation of Video-to-Video Face Verification.
IEEE Trans. Inf. Forensics Secur., 2010

The Complete Gabor-Fisher Classifier for Robust Face Recognition.
EURASIP J. Adv. Signal Process., 2010

Multimodal Emotion Recognition Based on the Decoupling of Emotion and Speaker Information.
Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

Gender and affect recognition based on GMM and GMM-UBM modeling with relevance MAP estimation.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Confidence Weighted Subspace Projection Techniques for Robust Face Recognition in the Presence of Partial Occlusions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-modal Emotion Recognition Using Canonical Correlations and Acoustic Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Face Recognition from Color Images Using Sparse Projection Analysis.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Adaptation of SIFT Features for Robust Face Recognition.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Removing illumination artifacts from face images using the nuisance attribute projection.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Hand-Geometry Device.
Proceedings of the Encyclopedia of Biometrics, 2009

Multi-Modal Emotional Database: AvID.
Informatica (Slovenia), 2009

Gabor-Based Kernel Partial-Least-Squares Discrimination Features for Face Recognition.
Informatica, 2009

Analysis and Assessment of AvID: Multi-Modal Emotional Database.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Emotion recognition using linear transformations in combination with video.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009


Illumination Invariant Face Recognition by Non-Local Smoothing.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

Combining Audio and Video for Detection of Spontaneous Emotions.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

2008
Face authentication using a hybrid approach.
J. Electronic Imaging, 2008

The Corrected Normalized Correlation Coefficient: A Novel Way of Matching Score Calculation for LDA-Based Face Verification.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

A Palmprint Verification System Based on Phase Congruency Features.
Proceedings of the Biometrics and Identity Management, First European Workshop, 2008


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