Zakia Hammal

Orcid: 0000-0003-3688-287X

According to our database1, Zakia Hammal authored at least 47 papers between 2005 and 2024.

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Bibliography

2024
Guest Editorial Introduction to the Issue on Pre-Trained Models for Multi-Modality Understanding.
IEEE Trans. Multim., 2024

2023
Automated Assessment of Pain (AAP).
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices.
IEEE Trans. Affect. Comput., 2022

Turning data into better mental health: Past, present, and future.
Frontiers Digit. Health, 2022

2021
Automated Assessment of Pain: Prospects, Progress, and a Path Forward.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Automated Assessment of Pain.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Face and Gesture Analysis for Health Informatics.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

2019
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Categorical Timeline Allocation and Alignment for Diagnostic Head Movement Tracking Feature Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity Assessment.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018
Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding.
IEEE J. Biomed. Health Informatics, 2018

Detecting Depression Severity by Interpretable Representations of Motion Dynamics.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
Automatic action unit detection in infants using convolutional neural network.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2015
Head Movement Dynamics during Play and Perturbed Mother-Infant Interaction.
IEEE Trans. Affect. Comput., 2015

Automatic Measurement of Head and Facial Movement for Analysis and Detection of Infants' Positive and Negative Affect.
Frontiers ICT, 2015

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions.
Cogn. Comput., 2015

Multimodal Detection of Depression in Clinical Interviews.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015).
Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy And infLuence, 2015

Towards context based affective computing introduction to the third international CBAR 2015 workshop.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

What can head and facial movements convey about positive and negative affect?
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Interpersonal Coordination of HeadMotion in Distressed Couples.
IEEE Trans. Affect. Comput., 2014

Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses.
Image Vis. Comput., 2014

Log-Normal and Log-Gabor descriptors for expressive events detection and facial features segmentation.
Inf. Sci., 2014

Dyadic Behavior Analysis in Depression Severity Assessment Interviews.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Intra- and Interpersonal Functions of Head Motion in Emotion Communication.
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

Towards Multimodal Pain Assessment for Research and Clinical Use.
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

2013
Temporal coordination of head motion in couples with history of interpersonal violence.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Towards Context Based Affective Computing.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Head Movement Dynamics during Normal and Perturbed Parent-Infant Interaction.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Pain monitoring: A dynamic and context-sensitive system.
Pattern Recognit., 2012

Automatic detection of pain intensity.
Proceedings of the International Conference on Multimodal Interaction, 2012

2011
Efficient Detection of Consecutive Facial Expression Apices Using Biologically Based Log-Normal Filters.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2010
Gabor-Like Image Filtering for Transient Feature Detection and Global Energy Estimation Applied to Multi-expression Classification.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2010

Holistic and Feature-based Information Towards Dynamic Multi-expressions Recognition.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

2008
Spontaneous Pain Expression Recognition in Video Sequences.
Proceedings of the Visions of Computer Science, 2008

2007
Facial expression classification: An approach based on the fusion of facial deformations using the transferable belief model.
Int. J. Approx. Reason., 2007

Comparing a Transferable Belief Model Capable of Recognizing Facial Expressions with the Latest Human Data.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
Parametric models for facial features segmentation.
Signal Process., 2006

Enhancing facial expression classification by information fusion.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers.
Proceedings of the Image Analysis and Processing, 2005

Eyes Segmentation Applied to Gaze Direction and Vigilance Estimation.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Belief Theory Applied to Facial Expressions Classification.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Passive versus active: Vocal classification system.
Proceedings of the 13th European Signal Processing Conference, 2005


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