Antitza Dantcheva

Orcid: 0000-0003-0107-7029

According to our database1, Antitza Dantcheva authored at least 83 papers between 2007 and 2025.

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

Timeline

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Bibliography

2025
Beyond the visible: A survey on cross-spectral face recognition.
Neurocomputing, 2025

2024
LIA: Latent Image Animator.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

View-Invariant Skeleton Action Representation Learning via Motion Retargeting.
Int. J. Comput. Vis., July, 2024

Unsupervised domain alignment of fingerprint denoising models using pseudo annotations.
Multim. Tools Appl., April, 2024

Synthetic Data in Human Analysis: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2024

AM Flow: Adapters for Temporal Processing in Action Recognition.
CoRR, 2024

HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields.
CoRR, 2024

The 3rd Vision-based Remote Physiological Signal Sensing (RePSS) Challenge & Workshop.
Proceedings of the 3rd Vision-based Remote Physiological Signal Sensing Challenge & Workshop (RePSS 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024

DiffTV: Identity-Preserved Thermal-to-Visible Face Translation via Feature Alignment and Dual-Stage Conditions.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Video Representation Learning for Conversational Facial Expression Recognition Guided by Multiple View Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Learning Invariance From Generated Variance for Unsupervised Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Face attribute analysis from structured light: an end-to-end approach.
Multim. Tools Appl., March, 2023

LEO: Generative Latent Image Animator for Human Video Synthesis.
CoRR, 2023

ANYRES: Generating High-Resolution visible-face images from Low-Resolution thermal-face images.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LAC - Latent Action Composition for Skeleton-based Action Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-Supervised Video Representation Learning via Latent Time Navigation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Spatio-Temporal Approach for Apathy Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022

On restoration of degraded fingerprints.
Multim. Tools Appl., 2022

ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting.
CoRR, 2022

Latent Image Animator: Learning to Animate Images via Latent Space Navigation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Attention-Guided Generative Adversarial Network for Explainable Thermal to Visible Face Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

TFLD: Thermal Face and Landmark Detection for Unconstrained Cross-spectral Face Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022


3D CNN Architectures and Attention Mechanisms for Deepfake Detection.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
Expression recognition with deep features extracted from holistic and part-based models.
Image Vis. Comput., 2021

InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation.
CoRR, 2021

Explainable Fingerprint ROI Segmentation Using Monte Carlo Dropout.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints.
Proceedings of the International Joint Conference on Neural Networks, 2021

The 2nd Challenge on Remote Physiological Signal Sensing (RePSS).
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Self-Supervised Video Pose Representation Learning for Occlusion- Robust Action Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Emotion Editing in Head Reenactment Videos using Latent Space Manipulation.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate Estimation.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Demystifying Attention Mechanisms for Deepfake Detection.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Explainable Thermal to Visible Face Recognition Using Latent-Guided Generative Adversarial Network.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Computer vision for deciphering and generating faces.
, 2021

2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge.
CoRR, 2020

ImaGINator: Conditional Spatio-Temporal GAN for Video Generation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

How Unique Is a Face: An Investigative Study.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A video is worth more than 1000 lies. Comparing 3DCNN approaches for detecting deepfakes.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Apathy Classification by Exploiting Task Relatedness.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Semi-supervised Emotion Recognition using Inconsistently Annotated Data.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

G3AN: Disentangling Appearance and Motion for Video Generation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The 1st Challenge on Remote Physiological Signal Sensing (RePSS).
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A Weakly Supervised learning technique for classifying facial expressions.
Pattern Recognit. Lett., 2019

G<sup>3</sup>AN: This video does not exist. Disentangling motion and appearance for video generation.
CoRR, 2019

Impact and Detection of Facial Beautification in Face Recognition: An Overview.
IEEE Access, 2019

Improving Face Sketch Recognition via Adversarial Sketch-Photo Transformation.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Robust Remote Heart Rate Estimation from Face Utilizing Spatial-temporal Attention.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Characterizing the State of Apathy with Facial Expression and Motion Analysis.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Dual-threshold Based Local Patch Construction Method for Manifold Approximation And Its Application to Facial Expression Analysis.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Show me your face and I will tell you your height, weight and body mass index.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Comparing Methods for Assessment of Facial Dynamics in Patients with Major Neurocognitive Disorders.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

From Attribute-Labels to Faces: Face Generation Using a Conditional Generative Adversarial Network.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Mitigating Bias in Gender, Age and Ethnicity Classification: A Multi-task Convolution Neural Network Approach.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Recent Advances in Biometric Technology for Mobile Devices.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

From attributes to faces: a conditional generative network for face generation.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

2017
Gender Estimation Based on Smile-Dynamics.
IEEE Trans. Inf. Forensics Secur., 2017

Spoofing faces using makeup: An investigative study.
Proceedings of the IEEE International Conference on Identity, 2017

Expression recognition for severely demented patients in music reminiscence-therapy.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
What Else Does Your Biometric Data Reveal? A Survey on Soft Biometrics.
IEEE Trans. Inf. Forensics Secur., 2016

An ensemble of patch-based subspaces for makeup-robust face recognition.
Inf. Fusion, 2016

Image-based gender estimation from body and face across distances.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Can a Smile Reveal Your Gender?
Proceedings of the 2016 International Conference of the Biometrics Special Interest Group, 2016

2015
Assessment of female facial beauty based on anthropometric, non-permanent and acquisition characteristics.
Multim. Tools Appl., 2015

2014
Impact of Facial Cosmetics on Automatic Gender and Age Estimation Algorithms.
Proceedings of the VISAPP 2014, 2014

2013
Automatic facial makeup detection with application in face recognition.
Proceedings of the International Conference on Biometrics, 2013

2012
Can facial cosmetics affect the matching accuracy of face recognition systems?
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Facial Soft Biometrics : Methods, applications, and solutions. (Biométries faciales douces : méthodes, applications et défis).
PhD thesis, 2011

Bag of soft biometrics for person identification - New trends and challenges.
Multim. Tools Appl., 2011

On the reliability of eye color as a soft biometric trait.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Search pruning in video surveillance systems: Efficiency-reliability tradeoff.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Frontal-to-side face re-identification based on hair, skin and clothes patches.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Person recognition using a bag of facial soft biometrics (BoFSB).
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

BIOFACE: a biometric face demonstrator.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Soft biometrics systems: Reliability and asymptotic bounds.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
A Semantic Policy Management Environment for End-Users and Its Empirical Study.
Proceedings of the Networked Knowledge - Networked Media, 2009

2008
Comparing access methods and quality of 3g mobile video streaming services.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
The LiLiPUT prototype: a wearable lab environment for user tests of mobile telecommunication applications.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007


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