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Boulbaba 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) - [i9]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) - 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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