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2020 – today
- 2024
[j13]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: 8291-8296 (2024)- 2023
- [c34]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: 1-2 - [c33]Zakia Hammal, Steffen Walter, Nadia Berthouze:
Automated Assessment of Pain (AAP). ICMI 2023: 820-821 - 2022
- [j12]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) - [j11]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): 1813-1826 (2022) - [i2]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 abs/2209.01813 (2022) - 2021
- [c32]Kenneth M. Prkachin, Zakia Hammal:
Automated Assessment of Pain: Prospects, Progress, and a Path Forward. ICMI Companion 2021: 54-57 - [c31]Zakia Hammal, Nadia Berthouze, Steffen Walter:
Automated Assessment of Pain. ICMI 2021: 852 - [e3]Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon L. Oviatt, Albert Ali Salah, Guoying Zhao:
ICMI '21: International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021. ACM 2021, ISBN 978-1-4503-8481-0 [contents] - [e2]Zakia Hammal, Carlos Busso, Catherine Pelachaud, Sharon L. Oviatt, Albert Ali Salah, Guoying Zhao:
ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18 - 22, 2021. ACM 2021, ISBN 978-1-4503-8471-1 [contents] - 2020
- [c30]Diyala Erekat, Zakia Hammal, Maimoon Siddiqui, Hamdi Dibeklioglu:
Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity. ICMI Companion 2020: 156-164 - [c29]Zakia Hammal, Di Huang, Kévin Bailly, Liming Chen, Mohamed Daoudi:
Face and Gesture Analysis for Health Informatics. ICMI 2020: 874-875 - [c28]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: 2544-2550 - [i1]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 abs/2006.13882 (2020)
2010 – 2019
- 2019
- [c27]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: 258-263 - [c26]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: 538-544 - [c25]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: 43-51 - [c24]Shalini Bhatia, Roland Goecke, Zakia Hammal, Jeffrey F. Cohn:
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. FG 2019: 1-8 - 2018
- [j10]Hamdi Dibeklioglu, Zakia Hammal, Jeffrey F. Cohn:
Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding. IEEE J. Biomed. Health Informatics 22(2): 525-536 (2018) - [c23]Anis Kacem, Zakia Hammal, Mohamed Daoudi, Jeffrey F. Cohn:
Detecting Depression Severity by Interpretable Representations of Motion Dynamics. FG 2018: 739-745 - 2017
- [c22]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: 216-221 - 2015
- [j9]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): 397-413 (2015) - [j8]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: 21 (2015) - [j7]Zakia Hammal, Jeffrey F. Cohn, Daniel S. Messinger:
Head Movement Dynamics during Play and Perturbed Mother-Infant Interaction. IEEE Trans. Affect. Comput. 6(4): 361-370 (2015) - [c21]Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz:
What can head and facial movements convey about positive and negative affect? ACII 2015: 281-287 - [c20]Zakia Hammal, Merlin Teodosia C. Suarez:
Towards context based affective computing introduction to the third international CBAR 2015 workshop. FG 2015: 1-2 - [c19]Mohamed Chetouani, Giovanna Varni, Hanan Salam, Zakia Hammal, Jeffrey F. Cohn:
The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015). INTERPERSONAL@ICMI 2015: 1-2 - [c18]Hamdi Dibeklioglu, Zakia Hammal, Ying Yang, Jeffrey F. Cohn:
Multimodal Detection of Depression in Clinical Interviews. ICMI 2015: 307-310 - [e1]Mohamed Chetouani, Giovanna Varni, Hanan Salam, Zakia Hammal, Jeffrey F. Cohn:
Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy And infLuence, INTERPERSONAL@ICMI 2015, Seattle, Washington, USA, November 13, 2015. ACM 2015, ISBN 978-1-4503-3986-5 [contents] - 2014
- [j6]Zakia Hammal:
Log-Normal and Log-Gabor descriptors for expressive events detection and facial features segmentation. Inf. Sci. 288: 462-480 (2014) - [j5]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): 641-647 (2014) - [j4]Zakia Hammal, Jeffrey F. Cohn, David Ted George:
Interpersonal Coordination of HeadMotion in Distressed Couples. IEEE Trans. Affect. Comput. 5(2): 155-167 (2014) - [c17]Zakia Hammal, Jeffrey F. Cohn:
Towards Multimodal Pain Assessment for Research and Clinical Use. RFMIR@ICMI 2014: 13-17 - [c16]Zakia Hammal, Jeffrey F. Cohn:
Intra- and Interpersonal Functions of Head Motion in Emotion Communication. RFMIR@ICMI 2014: 19-22 - [c15]Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn:
Dyadic Behavior Analysis in Depression Severity Assessment Interviews. ICMI 2014: 112-119 - 2013
- [c14]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: 276-282 - [c13]Zakia Hammal, Merlin Teodosia C. Suarez:
Towards Context Based Affective Computing. ACII 2013: 802 - [c12]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: 1-8 - 2012
- [j3]Zakia Hammal, Miriam Kunz:
Pain monitoring: A dynamic and context-sensitive system. Pattern Recognit. 45(4): 1265-1280 (2012) - [c11]Zakia Hammal, Jeffrey F. Cohn:
Automatic detection of pain intensity. ICMI 2012: 47-52 - 2011
- [c10]Zakia Hammal:
Efficient Detection of Consecutive Facial Expression Apices Using Biologically Based Log-Normal Filters. ISVC (1) 2011: 586-595 - 2010
- [c9]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: 135-153 - [c8]Zakia Hammal, Corentin Massot:
Holistic and Feature-based Information Towards Dynamic Multi-expressions Recognition. VISAPP (2) 2010: 300-309
2000 – 2009
- 2008
- [c7]Zakia Hammal, Miriam Kunz, Martin Arguin, Frédéric Gosselin:
Spontaneous Pain Expression Recognition in Video Sequences. BCS Int. Acad. Conf. 2008: 191-210 - 2007
- [j2]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): 542-567 (2007) - [c6]Zakia Hammal, Martin Arguin, Frédéric Gosselin:
Comparing a Transferable Belief Model Capable of Recognizing Facial Expressions with the Latest Human Data. ISVC (1) 2007: 509-520 - 2006
- [j1]Zakia Hammal, Nicolas Eveno, Alice Caplier, Pierre-Yves Coulon:
Parametric models for facial features segmentation. Signal Process. 86(2): 399-413 (2006) - [c5]Ioan Buciu, Nikos Nikolaidis, Ioannis Pitas, Alice Caplier, Zakia Hammal:
Enhancing facial expression classification by information fusion. EUSIPCO 2006: 1-4 - 2005
- [c4]Zakia Hammal, Baris Bozkurt, Laurent Couvreur, D. Unay, Alice Caplier, Thierry Dutoit:
Passive versus active: Vocal classification system. EUSIPCO 2005: 1-4 - [c3]Zakia Hammal, Alice Caplier, Michèle Rombaut:
Belief Theory Applied to Facial Expressions Classification. ICAPR (2) 2005: 183-191 - [c2]Zakia Hammal, Corentin Massot, Guillermo Bedoya, Alice Caplier:
Eyes Segmentation Applied to Gaze Direction and Vigilance Estimation. ICAPR (2) 2005: 236-246 - [c1]Zakia Hammal, Laurent Couvreur, Alice Caplier, Michèle Rombaut:
Facial Expression Recognition Based on the Belief Theory: Comparison with Different Classifiers. ICIAP 2005: 743-752
Coauthor Index
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