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ORCIDBoulbaba Ben Amor
Person information
- affiliation: Institute Mines-Télécom (IMT) Lille Douai, Villeneuve d'Ascq, France
- affiliation (PhD 2006): Ecole Centrale de Lyon, France
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2020 – today
- 2024
[j23]Abdallah Abou Hajal
, Richard A. Bryce, Boulbaba Ben Amor, Noor Atatreh, Mohammad A. Ghattas:
Boosting the Accuracy and Chemical Space Coverage of the Detection of Small Colloidal Aggregating Molecules Using the BAD Molecule Filter. J. Chem. Inf. Model. 64(13): 4991-5005 (2024)- [i10]Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan:
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. CoRR abs/2404.14779 (2024) - [i9]Umaima Rahman, Raza Imam, Dwarikanath Mahapatra, Boulbaba Ben Amor:
MedUnA: Language guided Unsupervised Adaptation of Vision-Language Models for Medical Image Classification. CoRR abs/2409.02729 (2024) - 2023
- [j22]Boulbaba Ben Amor, Sylvain Arguillère, Ling Shao:
ResNet-LDDMM: Advancing the LDDMM Framework Using Deep Residual Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3707-3720 (2023) - [j21]Geng Chen, Jie Qin, Boulbaba Ben Amor, Weiming Zhou, Hang Dai, Tao Zhou, Heyuan Huang, Ling Shao:
Automatic Detection of Tooth-Gingiva Trim Lines on Dental Surfaces. IEEE Trans. Medical Imaging 42(11): 3194-3204 (2023) - 2022
- [j20]Luca Gagliardi, Andrea Raffo, Ulderico Fugacci, Silvia Biasotti, Walter Rocchia, Hao Huang, Boulbaba Ben Amor, Yi Fang, Yuanyuan Zhang, Xiao Wang, Charles Christoffer, Daisuke Kihara, Apostolos Axenopoulos, Stelios K. Mylonas, Petros Daras:
SHREC 2022: Protein-ligand binding site recognition. Comput. Graph. 107: 20-31 (2022) - [j19]Jie Qin, Shuaihang Yuan, Jiaxin Chen, Boulbaba Ben Amor, Yi Fang, Nhat Hoang-Xuan, Chi-Bien Chu, Khoi-Nguyen Nguyen-Ngoc, Thien-Tri Cao, Nhat-Khang Ngô, Tuan-Luc Huynh, Hai-Dang Nguyen, Minh-Triet Tran, Haoyang Luo, Jianning Wang, Zheng Zhang, Zihao Xin, Yang Wang, Feng Wang, Ying Tang, Haiqin Chen, Yan Wang, Qunying Zhou, Ji Zhang, Hongyuan Wang:
SHREC'22 track: Sketch-based 3D shape retrieval in the wild. Comput. Graph. 107: 104-115 (2022) - [i8]Jie Qin, Shuaihang Yuan, Jiaxin Chen, Boulbaba Ben Amor, Yi Fang, Nhat Hoang-Xuan, Chi-Bien Chu, Khoi-Nguyen Nguyen-Ngoc, Thien-Tri Cao, Nhat-Khang Ngô, Tuan-Luc Huynh, Hai-Dang Nguyen, Minh-Triet Tran, Haoyang Luo, Jianning Wang, Zheng Zhang, Zihao Xin, Yang Wang, Feng Wang, Ying Tang, Haiqin Chen, Yan Wang, Qunying Zhou, Ji Zhang, Hongyuan Wang:
SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the Wild. CoRR abs/2207.04945 (2022) - 2021
- [j18]Karim Makki, Douraied Ben Salem, Boulbaba Ben Amor:
Toward the Assessment of Intrinsic Geometry of Implicit Brain MRI Manifolds. IEEE Access 9: 131054-131071 (2021) - [i7]Boulbaba Ben Amor, Sylvain Arguillère, Ling Shao:
ResNet-LDDMM: Advancing the LDDMM Framework Using Deep Residual Networks. CoRR abs/2102.07951 (2021) - [i6]Qingkai Zhen, Di Huang, Yunhong Wang, Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi:
Magnifying Subtle Facial Motions for Effective 4D Expression Recognition. CoRR abs/2105.02319 (2021) - [i5]Hao Huang, Boulbaba Ben Amor, Xichan Lin, Fan Zhu, Yi Fang:
Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment. CoRR abs/2106.11911 (2021) - [i4]Hao Huang, Boulbaba Ben Amor, Xichan Lin, Fan Zhu, Yi Fang:
G-VAE, a Geometric Convolutional VAE for ProteinStructure Generation. CoRR abs/2106.11920 (2021) - 2020
- [j17]Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Álvarez Paiva:
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 1-14 (2020) - [j16]Amor Ben Tanfous, Hassen Drira, Boulbaba Ben Amor:
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2594-2607 (2020) - [j15]Boulbaba Ben Amor, Anuj Srivastava, Pavan K. Turaga, Grisha Coleman:
A Framework for Interpretable Full-Body Kinematic Description Using Geometric and Functional Analysis. IEEE Trans. Biomed. Eng. 67(6): 1761-1774 (2020) - [c41]Nadia Hosni, Boulbaba Ben Amor:
A Geometric ConvNet on 3D Shape Manifold for Gait Recognition. CVPR Workshops 2020: 3725-3734
2010 – 2019
- 2019
- [j14]Qingkai Zhen, Di Huang, Hassen Drira, Boulbaba Ben Amor, Yunhong Wang, Mohamed Daoudi:
Magnifying Subtle Facial Motions for Effective 4D Expression Recognition. IEEE Trans. Affect. Comput. 10(4): 524-536 (2019) - [i3]Amor Ben Tanfous, Hassen Drira, Boulbaba Ben Amor:
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition. CoRR abs/1908.03231 (2019) - 2018
- [j13]Taleb Alashkar, Boulbaba Ben Amor, Mohamed Daoudi, Stefano Berretti:
Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds. IEEE Trans. Affect. Comput. 9(2): 271-284 (2018) - [c40]Amor Ben Tanfous, Hassen Drira, Boulbaba Ben Amor:
Coding Kendall's Shape Trajectories for 3D Action Recognition. CVPR 2018: 2840-2849 - [c39]Nadia Hosni, Hassen Drira, Faten Chaieb, Boulbaba Ben Amor:
3D Gait Recognition based on Functional PCA on Kendall's Shape Space. ICPR 2018: 2130-2135 - [c38]Kaouthar Larbi, Wael Ouarda, Hassen Drira, Boulbaba Ben Amor, Chokri Ben Amar:
DeepColorFASD: Face Anti Spoofing Solution Using a Multi Channeled Color Spaces CNN. SMC 2018: 4011-4016 - [i2]Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Álvarez Paiva:
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. CoRR abs/1807.00676 (2018) - 2017
- [j12]Baiqiang Xia, Boulbaba Ben Amor, Mohamed Daoudi:
Joint gender, ethnicity and age estimation from 3D faces: An experimental illustration of their correlations. Image Vis. Comput. 64: 90-102 (2017) - [j11]Paul Audain Desrosiers, Yasmine Bennis, Mohamed Daoudi, Boulbaba Ben Amor, Pierre Guerreschi:
Analyzing of facial paralysis by shape analysis of 3D face sequences. Image Vis. Comput. 67: 67-88 (2017) - [c37]Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Juan Carlos Álvarez Paiva:
A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition. ICCV 2017: 3199-3208 - [e1]Boulbaba Ben Amor, Faten Chaieb, Faouzi Ghorbel:
Representations, Analysis and Recognition of Shape and Motion from Imaging Data - 6th International Workshop, RFMI 2016, Sidi Bou Said Village, Tunisia, October 27-29, 2016, Revised Selected Papers. Communications in Computer and Information Science 684, Springer 2017, ISBN 978-3-319-60653-8 [contents] - [i1]Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Juan Carlos Álvarez Paiva:
A Novel Space-Time Representation on the Positive Semidefinite Con for Facial Expression Recognition. CoRR abs/1707.06440 (2017) - 2016
- [j10]Boulbaba Ben Amor, Jingyong Su, Anuj Srivastava:
Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories. IEEE Trans. Pattern Anal. Mach. Intell. 38(1): 1-13 (2016) - [j9]Taleb Alashkar, Boulbaba Ben Amor, Mohamed Daoudi, Stefano Berretti:
A Grassmann framework for 4D facial shape analysis. Pattern Recognit. 57: 21-30 (2016) - [c36]Qingkai Zhen, Di Huang, Yunhong Wang, Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi:
Magnifying subtle facial motions for 4D Expression Recognition. ICPR 2016: 2252-2257 - [c35]Paul Audain Desrosiers, Yasmine Bennis, Boulbaba Ben Amor, Mohamed Daoudi, Pierre Guerreschi:
Facial Asymmetry Assessment from 3D Shape Sequences: The Clinical Case of Facial Paralysis. VISIGRAPP (4: VISAPP) 2016: 30-38 - 2015
- [j8]Baiqiang Xia, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Lahoucine Ballihi:
Combining face averageness and symmetry for 3D-based gender classification. Pattern Recognit. 48(3): 746-758 (2015) - [c34]Taleb Alashkar, Boulbaba Ben Amor, Stefano Berretti, Mohamed Daoudi:
Analyzing trajectories on Grassmann manifold for early emotion detection from depth videos. FG 2015: 1-6 - 2014
- [b1]Boulbaba Ben Amor:
Shape Analysis of 3D Human Faces and Applications. Lille University of Science and Technology, France, 2014 - [j7]Boulbaba Ben Amor, Hassen Drira, Stefano Berretti, Mohamed Daoudi, Anuj Srivastava:
4-D Facial Expression Recognition by Learning Geometric Deformations. IEEE Trans. Cybern. 44(12): 2443-2457 (2014) - [c33]Taleb Alashkar, Boulbaba Ben Amor, Mohamed Daoudi, Stefano Berretti:
A Grassmannian Framework for Face Recognition of 3D Dynamic Sequences with Challenging Conditions. ECCV Workshops (4) 2014: 326-340 - [c32]Baiqiang Xia, Boulbaba Ben Amor, Mohamed Daoudi:
Exploring the Magnitude of Human Sexual Dimorphism in 3D Face Gender Classification. ECCV Workshops (2) 2014: 697-710 - [c31]Lahoucine Ballihi, Adel Lablack, Boulbaba Ben Amor, Ioan Marius Bilasco, Mohamed Daoudi:
Positive/Negative Emotion Detection from RGB-D Upper Body Images. FFER@ICPR 2014: 109-120 - [c30]Baiqiang Xia, Boulbaba Ben Amor, Mohamed Daoudi, Hassen Drira:
Can 3D Shape of the Face Reveal your Age? VISAPP (2) 2014: 5-13 - [c29]Baiqiang Xia, Boulbaba Ben Amor, Mohamed Daoudi:
Age Estimation Using 3D Shape of the Face. VISIGRAPP (Selected Papers) 2014: 175-190 - 2013
- [j6]Hassen Drira, Boulbaba Ben Amor, Anuj Srivastava, Mohamed Daoudi, Rim Slama:
3D Face Recognition under Expressions, Occlusions, and Pose Variations. IEEE Trans. Pattern Anal. Mach. Intell. 35(9): 2270-2283 (2013) - [c28]Baiqiang Xia, Boulbaba Ben Amor, Di Huang, Mohamed Daoudi, Yunhong Wang, Hassen Drira:
Enhancing gender classification by combining 3D and 2D face modalities. EUSIPCO 2013: 1-5 - [c27]Mohamed Daoudi, Hassen Drira, Boulbaba Ben Amor, Stefano Berretti:
A dynamic geometry-based approach for 4D facial expressions recognition. EUVIP 2013: 280-284 - [c26]Baiqiang Xia, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Lahoucine Ballihi:
Gender and 3D facial symmetry: What's the relationship? FG 2013: 1-6 - [c25]Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Stefano Berretti:
A Dense Deformation Field for Facial Expression Analysis in Dynamic Sequences of 3D Scans. HBU 2013: 148-159 - 2012
- [j5]Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine:
Sélection de caractéristiques géométriques pour la reconnaissance faciale 3D. Traitement du Signal 29(3-5): 383-407 (2012) - [j4]Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine:
Boosting 3-D-Geometric Features for Efficient Face Recognition and Gender Classification. IEEE Trans. Inf. Forensics Secur. 7(6): 1766-1779 (2012) - [c24]Wael Ben Soltana, Mohsen Ardabilian, Pierre Lemaire, Di Huang, Przemyslaw Szeptycki, Liming Chen, Nesli Erdogmus, Lionel Daniel, Jean-Luc Dugelay, Boulbaba Ben Amor, Hassen Drira, Mohamed Daoudi, Joseph Colineau:
3D face recognition: A robust multi-matcher approach to data degradations. ICB 2012: 103-110 - [c23]Lahoucine Ballihi, Anuj Srivastava, Boulbaba Ben Amor, Mohamed Daoudi, Driss Aboutajdine:
Which 3D geometric facial features give up your identity? ICB 2012: 119-124 - [c22]Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti:
3D dynamic expression recognition based on a novel Deformation Vector Field and Random Forest. ICPR 2012: 1104-1107 - [c21]Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine:
Geometric based 3D facial gender classification. ISCCSP 2012: 1-5 - 2011
- [j3]Ahmed Maalej, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti:
Shape analysis of local facial patches for 3D facial expression recognition. Pattern Recognit. 44(8): 1581-1589 (2011) - [j2]Stefano Berretti, Boulbaba Ben Amor, Mohamed Daoudi, Alberto Del Bimbo:
3D facial expression recognition using SIFT descriptors of automatically detected keypoints. Vis. Comput. 27(11): 1021-1036 (2011) - [c20]Remco C. Veltkamp, Stefan van Jole, Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Huibin Li, Liming Chen, Peter Claes, Dirk Smeets, Jeroen Hermans, Dirk Vandermeulen, Paul Suetens:
SHREC '11 Track: 3D Face Models Retrieval. 3DOR@Eurographics 2011: 89-95 - [c19]Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine:
Selecting 3D Curves on the Nasal Surface using AdaBoost for Person Authentication. 3DOR@Eurographics 2011: 101-104 - [c18]Pierre Lemaire, Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen, Mohamed Daoudi:
Fully automatic 3D facial expression recognition using a region-based approach. J-HGBU@MM 2011: 53-58 - 2010
- [c17]Stefano Berretti, Boulbaba Ben Amor, Mohamed Daoudi, Alberto Del Bimbo:
Person Independent 3D Facial Expression Recognition by a Selected Ensemble of SIFT Descriptors. 3DOR@Eurographics 2010: 47-54 - [c16]Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava:
Pose and Expression-Invariant 3D Face Recognition using Elastic Radial Curves. BMVC 2010: 1-11 - [c15]Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Boulbaba Ben Amor, Mohamed Daoudi:
A Set of Selected SIFT Features for 3D Facial Expression Recognition. ICPR 2010: 4125-4128 - [c14]Ahmed Maalej, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti:
Local 3D Shape Analysis for Facial Expression Recognition. ICPR 2010: 4129-4132 - [c13]Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava:
Elastic radial curves to model 3D facial deformations. 3DOR@MM 2010: 75-80
2000 – 2009
- 2009
- [j1]Boulbaba Ben Amor, Hassen Drira, Lahoucine Ballihi, Anuj Srivastava, Mohamed Daoudi:
An experimental illustration of 3D facial shape analysis under facial expressions. Ann. des Télécommunications 64(5-6): 369-379 (2009) - [c12]Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava:
Nasal Region Contribution in 3D Face Biometrics Using Shape Analysis Framework. ICB 2009: 357-366 - [c11]Hassen Drira, Boulbaba Ben Amor, Anuj Srivastava, Mohamed Daoudi:
A Riemannian analysis of 3D nose shapes for partial human biometrics. ICCV 2009: 2050-2057 - [c10]Salwa Said, Boulbaba Ben Amor, Mourad Zaied, Chokri Ben Amar, Mohamed Daoudi:
Fast and efficient 3D face recognition using wavelet networks. ICIP 2009: 4153-4156 - [c9]Karima Ouji, Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen, Faouzi Ghorbel:
3D Face Recognition Using R-ICP and Geodesic Coupled Approach. MMM 2009: 390-400 - 2008
- [c8]Joseph Colineau, Johan D'Hose, Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen, Bernadette Dorizzi:
3D Face Recognition Evaluation on Expressive Faces Using the IV2 Database. ACIVS 2008: 1050-1061 - [c7]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
Toward a region-based 3D face recognition approach. ICME 2008: 101-104 - 2006
- [c6]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
An Improved 3D Human Face Reconstruction Approach Based on Cubic Splines Models. 3DPVT 2006: 279-286 - [c5]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
New Experiments on ICP-Based 3D Face Recognition and Authentication. ICPR (3) 2006: 1195-1199 - [c4]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
Enhancing 3D Face Recognition By Mimics Segmentation. ISDA (3) 2006: 150-155 - 2005
- [c3]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
3D Face Modeling Based on Structured-Light Assisted Stereo Sensor. ICIAP 2005: 842-849 - [c2]Boulbaba Ben Amor, Mohsen Ardabilian, Liming Chen:
Efficient and low-cost 2.5D and 3D face photography for recognition. SITIS 2005: 36-42 - 2004
- [c1]Mohamed Hammami, Boulbaba Ben Amor, Liming Chen:
Classification automatique d'images. EGC 2004: 278
Coauthor Index
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