Zakia Hammal

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Positive And Negative

Convolutional Neural Network

Facial Features

Top Venues

IEEE Trans. Affect. Comput.

Publications

Wengang Zhou, Jiajun Deng, Niculae Sebe, Qi Tian, Alan L. Yuille, Concetto Spampinato, Zakia Hammal
Guest Editorial Introduction to the Issue on Pre-Trained Models for Multi-Modality Understanding. IEEE Trans. Multim. 26 (2024)
Iulia Lefter, David D. Luxton, Alice Baird, Theodora Chaspari, Zakia Hammal, Marwa Mahmoud, Albert Ali Salah
Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies. ACIIW (2023)
Zakia Hammal, Steffen Walter, Nadia Berthouze
Automated Assessment of Pain (AAP). ICMI (2023)
Nidal Moukaddam, Akane Sano, Ramiro Salas, Zakia Hammal, Ashutosh Sabharwal
Turning data into better mental health: Past, present, and future. Frontiers Digit. Health 4 (2022)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices. IEEE Trans. Affect. Comput. 13 (4) (2022)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices. CoRR (2022)
Kenneth M. Prkachin, Zakia Hammal
Automated Assessment of Pain: Prospects, Progress, and a Path Forward. ICMI Companion (2021)
Zakia Hammal, Nadia Berthouze, Steffen Walter
Automated Assessment of Pain. ICMI (2021)
Zakia Hammal, Di Huang, Kévin Bailly, Liming Chen, Mohamed Daoudi
Face and Gesture Analysis for Health Informatics. ICMI (2020)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics. ICPR (2020)
Diyala Erekat, Zakia Hammal, Maimoon Siddiqui, Hamdi Dibeklioglu
Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity. ICMI Companion (2020)
Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Pietro Pala, Alberto Del Bimbo, Zakia Hammal
Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics. CoRR (2020)
Mitsunori Ogihara, Zakia Hammal, Katherine B. Martin, Jeffrey F. Cohn, Justine Cassell, Gang Ren, Daniel S. Messinger
Categorical Timeline Allocation and Alignment for Diagnostic Head Movement Tracking Feature Analysis. CVPR Workshops (2019)
Shalini Bhatia, Roland Goecke, Zakia Hammal, Jeffrey F. Cohn
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. FG (2019)
Mohamed Daoudi, Zakia Hammal, Anis Kacem, Jeffrey F. Cohn
Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity Assessment. ACII Workshops (2019)
Le Yang, Itir Önal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli
FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. ACII (2019)
Anis Kacem, Zakia Hammal, Mohamed Daoudi, Jeffrey F. Cohn
Detecting Depression Severity by Interpretable Representations of Motion Dynamics. FG (2018)
Hamdi Dibeklioglu, Zakia Hammal, Jeffrey F. Cohn
Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Zakia Hammal, Wen-Sheng Chu, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
Automatic action unit detection in infants using convolutional neural network. ACII (2017)
Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
What can head and facial movements convey about positive and negative affect? ACII (2015)
Mohamed Chetouani, Giovanna Varni, Hanan Salam, Zakia Hammal, Jeffrey F. Cohn
The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015). INTERPERSONAL@ICMI (2015)
Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
Automatic Measurement of Head and Facial Movement for Analysis and Detection of Infants' Positive and Negative Affect. Frontiers ICT 2 (2015)
Hamdi Dibeklioglu, Zakia Hammal, Ying Yang, Jeffrey F. Cohn
Multimodal Detection of Depression in Clinical Interviews. ICMI (2015)
Zakia Hammal, Jeffrey F. Cohn, Daniel S. Messinger
Head Movement Dynamics during Play and Perturbed Mother-Infant Interaction. IEEE Trans. Affect. Comput. 6 (4) (2015)
Alessandro Vinciarelli, Anna Esposito, Elisabeth André, Francesca Bonin, Mohamed Chetouani, Jeffrey F. Cohn, Marco Cristani, Ferdinand Fuhrmann, Emer Gilmartin, Zakia Hammal, Dirk Heylen, Rene Kaiser, Maria Koutsombogera, Alexandros Potamianos, Steve Renals, Giuseppe Riccardi, Albert Ali Salah
Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions. Cogn. Comput. 7 (4) (2015)
Zakia Hammal, Merlin Teodosia C. Suarez
Towards context based affective computing introduction to the third international CBAR 2015 workshop. FG (2015)
Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn
Dyadic Behavior Analysis in Depression Severity Assessment Interviews. ICMI (2014)
Zakia Hammal, Jeffrey F. Cohn, David Ted George
Interpersonal Coordination of HeadMotion in Distressed Couples. IEEE Trans. Affect. Comput. 5 (2) (2014)
Zakia Hammal, Jeffrey F. Cohn
Towards Multimodal Pain Assessment for Research and Clinical Use. RFMIR@ICMI (2014)
Zakia Hammal
Log-Normal and Log-Gabor descriptors for expressive events detection and facial features segmentation. Inf. Sci. 288 (2014)
Zakia Hammal, Jeffrey F. Cohn
Intra- and Interpersonal Functions of Head Motion in Emotion Communication. RFMIR@ICMI (2014)
Jeffrey M. Girard, Jeffrey F. Cohn, Mohammad H. Mahoor, Seyed Mohammad Mavadati, Zakia Hammal, Dean P. Rosenwald
Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses. Image Vis. Comput. 32 (10) (2014)
Zakia Hammal, Merlin Teodosia C. Suarez
Towards Context Based Affective Computing. ACII (2013)
Zakia Hammal, Jeffrey F. Cohn, Daniel S. Messinger, Whitney Ian Mattson, Mohammad H. Mahoor
Head Movement Dynamics during Normal and Perturbed Parent-Infant Interaction. ACII (2013)
Zakia Hammal, Teresa E. Bailie, Jeffrey F. Cohn, David Ted George, Jason Saraghi, Jesus Nuevo Chiquero, Simon Lucey
Temporal coordination of head motion in couples with history of interpersonal violence. FG (2013)
Zakia Hammal, Jeffrey F. Cohn
Automatic detection of pain intensity. ICMI (2012)
Zakia Hammal, Miriam Kunz
Pain monitoring: A dynamic and context-sensitive system. Pattern Recognit. 45 (4) (2012)
Zakia Hammal
Efficient Detection of Consecutive Facial Expression Apices Using Biologically Based Log-Normal Filters. ISVC (1) (2011)
Zakia Hammal, Corentin Massot
Holistic and Feature-based Information Towards Dynamic Multi-expressions Recognition. VISAPP (2) (2010)
Zakia Hammal, Corentin Massot
Gabor-Like Image Filtering for Transient Feature Detection and Global Energy Estimation Applied to Multi-expression Classification. VISIGRAPP (Selected Papers) (2010)
Zakia Hammal, Miriam Kunz, Martin Arguin, Frédéric Gosselin
Spontaneous Pain Expression Recognition in Video Sequences. BCS Int. Acad. Conf. (2008)
Zakia Hammal, Martin Arguin, Frédéric Gosselin
Comparing a Transferable Belief Model Capable of Recognizing Facial Expressions with the Latest Human Data. ISVC (1) (2007)
Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut
Facial expression classification: An approach based on the fusion of facial deformations using the transferable belief model. Int. J. Approx. Reason. 46 (3) (2007)
Ioan Buciu, Nikos Nikolaidis, Ioannis Pitas, Alice Caplier, Zakia Hammal
Enhancing facial expression classification by information fusion. EUSIPCO (2006)
Zakia Hammal, Nicolas Eveno, Alice Caplier, Pierre-Yves Coulon
Parametric models for facial features segmentation. Signal Process. 86 (2) (2006)
Zakia Hammal, Alice Caplier, Michèle Rombaut
Belief Theory Applied to Facial Expressions Classification. ICAPR (2) (2005)
Zakia Hammal, Corentin Massot, Guillermo Bedoya, Alice Caplier
Eyes Segmentation Applied to Gaze Direction and Vigilance Estimation. ICAPR (2) (2005)
Zakia Hammal, Baris Bozkurt, Laurent Couvreur, D. Unay, Alice Caplier, Thierry Dutoit
Passive versus active: Vocal classification system. EUSIPCO (2005)
Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut
Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers. ICIAP (2005)