Fadi Dornaika

According to our database, Fadi Dornaika authored at least 203 papers between 1994 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Visual localization and servoing for drone use in indoor remote laboratory environment.

Fawzi Khattar, Franck Luthon, Benoit Larroque, Fadi Dornaika

Mach. Vis. Appl., 2021

Semi-supervised classification via simultaneous label and discriminant embedding estimation.

Fadi Dornaika, A. Baradaaji, Youssof El Traboulsi

Inf. Sci., 2021

Joint auto-weighted graph fusion and scalable semi-supervised learning.

Saeedeh Bahrami, Fadi Dornaika, Alireza Bosaghzadeh

Inf. Fusion, 2021

Efficient and compact face descriptor for driver drowsiness detection.

Abdelmalik Moujahid, Fadi Dornaika, Ignacio Arganda-Carreras, Jorge Reta

Expert Syst. Appl., 2021

Joint feature and instance selection using manifold data criteria: application to image classification.

Fadi Dornaika

Artif. Intell. Rev., 2021

Efficient Multi-task based Facial Landmark and Gesture Detection in Monocular Images.

Jon Goenetxea, Luis Unzueta, Unai Elordi, Oihana Otaegui, Fadi Dornaika

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Semi-supervised elastic manifold embedding with deep learning architecture.

Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek

Pattern Recognit., 2020

Graph Convolution Networks with manifold regularization for semi-supervised learning.

Mahdi Tavassoli Kejani, Fadi Dornaika, H. Talebi

Neural Networks, 2020

Feature fusion via Deep Random Forest for facial age estimation.

O. Guehairia, Abdelmalik Ouamane, Fadi Dornaika, Abdelmalik Taleb-Ahmed

Neural Networks, 2020

Linear embedding by joint Robust Discriminant Analysis and Inter-class Sparsity.

Fadi Dornaika, A. Khoder

Neural Networks, 2020

Multi-scale multi-block covariance descriptor with feature selection.

Abdelmalik Moujahid, Fadi Dornaika

Neural Comput. Appl., 2020

Transfer learning and feature fusion for kinship verification.

Fadi Dornaika, Ignacio Arganda-Carreras, O. Serradilla

Neural Comput. Appl., 2020

Efficient deformable 3D face model tracking with limited hardware resources.

Jon Goenetxea, Luis Unzueta, Fadi Dornaika, Oihana Otaegui

Multim. Tools Appl., 2020

Image-based face beauty analysis via graph-based semi-supervised learning.

Fadi Dornaika, Anne Elorza, Kunwei Wang, Ignacio Arganda-Carreras

Multim. Tools Appl., 2020

A comparative study of human facial age estimation: handcrafted features vs. deep features.

Salah Eddine Bekhouche, Fadi Dornaika, Azeddine Benlamoudi, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed

Multim. Tools Appl., 2020

Parameter self-tuning schemes for the two phase test sample sparse representation classifier.

Fadi Dornaika, Youssof El Traboulsi, Yassine Ruichek

Int. J. Mach. Learn. Cybern., 2020

Sparse graphs using global and local smoothness constraints.

Fadi Dornaika

Int. J. Mach. Learn. Cybern., 2020

Feature extraction from null and non-null spaces of kernel local discriminant embedding.

Alireza Bosaghzadeh, Fadi Dornaika

Knowl. Inf. Syst., 2020

Kinship verification through facial images using multiscale and multilevel handcrafted features.

Abdelhakim Chergui, Salim Ouchtati, Sébastien Mavromatis, Salah Eddine Bekhouche, Jean Sequeira, Fadi Dornaika

J. Electronic Imaging, 2020

Learned versus Handcrafted Features for Person Re-identification.

C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Int. J. Pattern Recognit. Artif. Intell., 2020

Toward graph-based semi-supervised face beauty prediction.

Fadi Dornaika, Kunwei Wang, Ignacio Arganda-Carreras, Anne Elorza, Abdelmalik Moujahid

Expert Syst. Appl., 2020

Robust regression with deep CNNs for facial age estimation: An empirical study.

Fadi Dornaika, Salah Eddine Bekhouche, Ignacio Arganda-Carreras

Expert Syst. Appl., 2020

Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition.

Fares Bougourzi, Fadi Dornaika, Karim Mokrani, Abdelmalik Taleb-Ahmed, Yassine Ruichek

Expert Syst. Appl., 2020

Incremental and dynamic graph construction with application to image classification.

Alireza Bosaghzadeh, Fadi Dornaika

Expert Syst. Appl., 2020

Efficient deep discriminant embedding: Application to face beauty prediction and classification.

Fadi Dornaika, Abdelmalik Moujahid, Kunwei Wang, X. Feng

Eng. Appl. Artif. Intell., 2020

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19.

Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel

CoRR, 2020

Multi-layer manifold learning with feature selection.

Fadi Dornaika

Appl. Intell., 2020

2019

Active Two Phase Collaborative Representation Classifier.

Fadi Dornaika

ACM Trans. Knowl. Discov. Data, 2019

An efficient pyramid multi-level image descriptor: application to image-based parking lot monitoring.

Fadi Dornaika, Karim Hammoudi, Mahmoud Melkemi, T. D. A. Phan

Signal Image Video Process., 2019

Joint graph based embedding and feature weighting for image classification.

Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek

Pattern Recognit., 2019

Sparse graphs with smoothness constraints: Application to dimensionality reduction and semi-supervised classification.

Fadi Dornaika, Libo Weng

Pattern Recognit., 2019

Learning a discriminant graph-based embedding with feature selection for image categorization.

Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek

Neural Networks, 2019

Joint sparse graph and flexible embedding for graph-based semi-supervised learning.

Fadi Dornaika, Youssof El Traboulsi

Neural Networks, 2019

Towards semantic segmentation of orthophoto images using graph-based community identification.

Abdelmalik Moujahid, Fadi Dornaika, Yassine Ruichek, Karim Hammoudi

Neural Comput. Appl., 2019

Age estimation in facial images through transfer learning.

Fadi Dornaika, Ignacio Arganda-Carreras, C. Belver

Mach. Vis. Appl., 2019

A pyramid multi-level face descriptor: application to kinship verification.

Abdelmalik Moujahid, Fadi Dornaika

Multim. Tools Appl., 2019

Nonlinear, flexible, semisupervised learning scheme for face beauty scoring.

Fadi Dornaika, Anne Elorza, Kunwei Wang, Ignacio Arganda-Carreras

J. Electronic Imaging, 2019

Fusion of transformed shallow features for facial expression recognition.

Fares Bougourzi, Karim Mokrani, Yassine Ruichek, Fadi Dornaika, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed

IET Image Process., 2019

Multi Similarity Metric Fusion in Graph-Based Semi-Supervised Learning.

Saeedeh Bahrami, Alireza Bosaghzadeh, Fadi Dornaika

Comput., 2019

Deep Learning based Detection of Hair Loss Levels from Facial Images.

Halim Benhabiles, Karim Hammoudi, Ziheng Yang, Féryal Windal, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Active Two Phase Collaborative Representation Classifier for Image Categorization.

Fadi Dornaika, Youssof El Traboulsi, Y. Ruicheck

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Adaptive Hybrid Representation for Graph-Based Semi-supervised Classification.

Fadi Dornaika, Alireza Bosaghzadeh

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Discriminant Manifold Learning with Graph Convolution Based Regression for Image Classification.

Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek

Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

2018

Instance Selection Using Nonlinear Sparse Modeling.

Fadi Dornaika, Ihab Kamal Aldine

IEEE Trans. Circuits Syst. Video Technol., 2018

Proposals for local basis selection for the sparse representation-based classifier.

Fadi Dornaika, Youssof El Traboulsi

Signal Image Video Process., 2018

Semi-supervised two phase test sample sparse representation classifier.

Youssof El Traboulsi, Fadi Dornaika, Yassine Ruichek

Knowl. Based Syst., 2018

Flexible semi-supervised embedding based on adaptive loss regression: Application to image categorization.

Youssof El Traboulsi, Fadi Dornaika

Inf. Sci., 2018

Structured sparse graphs using manifold constraints for visual data analysis.

Fadi Dornaika, Libo Weng, Zhong Jin

Neurocomputing, 2018

Feature selection for spatially enhanced LBP: application to face recognition.

Abdelmalik Moujahid, Fadi Dornaika

Int. J. Data Sci. Anal., 2018

A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis.

Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Halim Benhabiles, Féryal Windal, Oussama Taoufik

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2018

Driver Drowsiness Detection in Facial Images.

Fadi Dornaika, Jorge Reta, Ignacio Arganda-Carreras, Abdelmalik Moujahid

Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Flexible and Discriminative Non-linear Embedding with Feature Selection for Image Classification.

Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Robust and Flexible Graph-based Semi-supervised Embedding.

Fadi Dornaika, Youssof El Traboulsi, Ruifeng Zhu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Image-Based Driver Drowsiness Detection.

Fadi Dornaika, Fawzi Khattar, Jorge Reta, Ignacio Arganda-Carreras, M. Hernandez, Yassine Ruichek

Proceedings of the Video Analytics. Face and Facial Expression Recognition, 2018

3D Object-Camera and 3D Face-Camera Pose Estimation for Quadcopter Control: Application to Remote Labs.

Fawzi Khattar, Fadi Dornaika, Benoit Larroque, Franck Luthon

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Matrix exponential based semi-supervised discriminant embedding for image classification.

Fadi Dornaika, Youssof El Traboulsi

Pattern Recognit., 2017

Graph construction using adaptive Local Hybrid Coding scheme.

Fadi Dornaika, Mahdi Tavassoli Kejani, Alireza Bosaghzadeh

Neural Networks, 2017

Efficient dynamic graph construction for inductive semi-supervised learning.

Fadi Dornaika, R. Dahbi, Alireza Bosaghzadeh, Yassine Ruichek

Neural Networks, 2017

Pyramid multi-level features for facial demographic estimation.

Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid

Expert Syst. Appl., 2017

Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization.

C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Eng. Appl. Artif. Intell., 2017

Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks.

Karim Hammoudi, Mahmoud Melkemi, Halim Benhabiles, Fadi Dornaika, Sofiane Hamrioui, Joel J. P. C. Rodrigues

Proceedings of the International Conference on Selected Topics in Mobile and Wireless Networking, 2017

Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview.

Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika

Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

Margin Based Semi-Supervised Elastic Embedding for Face Image Analysis.

Fadi Dornaika, Youssof El Traboulsi

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A competition on generalized software-based face presentation attack detection in mobile scenarios.

Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, A. Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, S. Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, R. Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Personality Traits and Job Candidate Screening via Analyzing Facial Videos.

Salah Eddine Bekhouche, Fadi Dornaika, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Evaluating Age Estimation Using Deep Convolutional Neural Nets.

C. Belver, Ignacio Arganda-Carreras, Fadi Dornaika

Proceedings of the Computational Imaging XV, Burlingame, 2017

2016

Learning Flexible Graph-Based Semi-Supervised Embedding.

Fadi Dornaika, Youssof El Traboulsi

IEEE Trans. Cybern., 2016

Flexible constrained sparsity preserving embedding.

Libo Weng, Fadi Dornaika, Zhong Jin

Pattern Recognit., 2016

Inductive and flexible feature extraction for semi-supervised pattern categorization.

Fadi Dornaika, Youssof El Traboulsi, Ammar Assoum

Pattern Recognit., 2016

Kernel sparse modeling for prototype selection.

Fadi Dornaika, Ihab Kamal Aldine, Abdenour Hadid

Knowl. Based Syst., 2016

Sensors Technologies and Methods for Perception Systems in Intelligent Vehicles.

Yassine Ruichek, Fadi Dornaika, Maan El Badaoui El Najjar

J. Sensors, 2016

Graph construction based on data self-representativeness and Laplacian smoothness.

Libo Weng, Fadi Dornaika, Zhong Jin

Neurocomputing, 2016

Building detection from orthophotos using a machine learning approach: An empirical study on image segmentation and descriptors.

Fadi Dornaika, Abdelmalik Moujahid, Youssef El Merabet, Yassine Ruichek

Expert Syst. Appl., 2016

Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation.

Fadi Dornaika, Charbel Chahla, Fawzi Khattar, Fahed Abdallah, Hichem Snoussi

Eng. Appl. Artif. Intell., 2016

Comparative Study of Human Age Estimation Based on Hand-Crafted and Deep Face Features.

C. Belver, Ignacio Arganda-Carreras, Fadi Dornaika

Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Visual localization based on sequence matching using ConvNet features.

Yongliang Qiao, Cindy Cappelle, Yassine Ruichek, Fadi Dornaika

Proceedings of the IECON 2016, 2016

Exploiting color cues to improve person re-identification.

Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention, 2016

2015

Decremental Sparse Modeling Representative Selection for prototype selection.

Fadi Dornaika, Ihab Kamal Aldine

Pattern Recognit., 2015

Object Classification using Hybrid Holistic Descriptors: Application to Building Detection in Aerial Orthophotos.

Fadi Dornaika, Abdelmalik Moujahid, Alireza Bosaghzadeh, Youssef El Merabet, Yassine Ruichek

Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2015

Adaptive graph construction using data self-representativeness for pattern classification.

Fadi Dornaika, Alireza Bosaghzadeh

Inf. Sci., 2015

Kernel flexible manifold embedding for pattern classification.

Youssof El Traboulsi, Fadi Dornaika, Ammar Assoum

Neurocomputing, 2015

Design, Implementation and Simulation of an Experimental Processing Architecture for Enhancing Real-time Video Services by Combining VANET, Cloud Computing System and Onboard Navigation System.

Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu

Proceedings of the PECCS 2015, 2015

Exemplar Selection Using Collaborative Neighbor Representation.

Fadi Dornaika, Ihab Kamal Aldine, Blanca Cases

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Machine learning schemes in augmented reality for features detection.

Ghina Dandachi, Ammar Assoum, Bachar Elhassan, Fadi Dornaika

Proceedings of the 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications, 2015

Multi-observation face recognition in videos based on label propagation.

Bogdan Raducanu, Alireza Bosaghzadeh, Fadi Dornaika

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services.

Karim Hammoudi, Halim Benhabiles, Mohamed Kasraoui, Nabil Ajam, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu

Proceedings of the 6th International Conference on Ambient Systems, 2015

2014

Image-Based Delineation and Classification of Built Heritage Masonry.

Noelia Oses, Fadi Dornaika, Abdelmalik Moujahid

Remote. Sens., 2014

Embedding new observations via sparse-coding for non-linear manifold learning.

Bogdan Raducanu, Fadi Dornaika

Pattern Recognit., 2014

Efficient generic face model fitting to images and videos.

Luis Unzueta, Waldir Pimenta, Jon Goenetxea, Luís Paulo Santos, Fadi Dornaika

Image Vis. Comput., 2014

Graph-based semi-supervised learning with Local Binary Patterns for holistic object categorization.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Expert Syst. Appl., 2014

A graph construction method using LBP self-representativeness for outdoor object categorization.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Eng. Appl. Artif. Intell., 2014

Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems.

Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu

CoRR, 2014

Image Classification via Semi-supervised Feature Extraction with Out-of-Sample Extension.

Fadi Dornaika, Youssof El Traboulsi, Blanca Cases, Ammar Assoum

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Locality Constrained Encoding Graph Construction and Application to Outdoor Object Classification.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Two Subspace-Based Kernel Local Discriminant Embedding.

Fadi Dornaika, Alireza Bosaghzadeh

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Instance Selection Using Two Phase Collaborative Neighbor Representation.

Fadi Dornaika, Ihab Kamal Aldine

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

A Flexible Semi-supervised Feature Extraction Method for Image Classification.

Fadi Dornaika, Youssof El Traboulsi

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Exponential Local Discriminant Embedding and Its Application to Face Recognition.

Fadi Dornaika, Alireza Bosaghzadeh

IEEE Trans. Cybern., 2013

Parameterless Local Discriminant Embedding.

Alireza Bosaghzadeh, Abdelmalik Moujahid, Fadi Dornaika

Neural Process. Lett., 2013

Texture-independent recognition of facial expressions in image snapshots and videos.

Bogdan Raducanu, Fadi Dornaika

Mach. Vis. Appl., 2013

Enhanced and parameterless Locality Preserving Projections for face recognition.

Fadi Dornaika, Ammar Assoum

Neurocomputing, 2013

Facial expression recognition using tracked facial actions: Classifier performance analysis.

Fadi Dornaika, Abdelmalik Moujahid, Bogdan Raducanu

Eng. Appl. Artif. Intell., 2013

A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data.

Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis

CoRR, 2013

Model-less 3D Head Pose Estimation using Self-optimized Local Discriminant Embedding.

Fadi Dornaika, A. Bosgahzadeh, Ammar Assoum

Proceedings of the VISAPP 2013, 2013

Image-Based Delineation of Built Heritage Masonry for Automatic Classification.

Noelia Oses, Fadi Dornaika

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

On Solving the Small Sample Size Problem for Marginal Fisher Analysis.

Fadi Dornaika, Alireza Bosaghzadeh

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Efficient Graph Construction for Label Propagation Based Multi-observation Face Recognition.

Fadi Dornaika, Alireza Bosaghzadeh, Bogdan Raducanu

Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

Out-of-Sample Embedding for Manifold Learning Applied to Face Recognition.

Fadi Dornaika, B. Raduncanu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Adaptive Two Phase Sparse Representation Classifier for Face Recognition.

Fadi Dornaika, Youssof El Traboulsi, Ammar Assoum

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012

Moving Object Detection from Mobile Platforms Using Stereo Data Registration.

Angel Domingo Sappa, David Gerónimo, Fadi Dornaika, Mohammad Rouhani, Antonio M. López

Proceedings of the Computational Intelligence Paradigms in Advanced Pattern Classification, 2012

Image registration for foveated panoramic sensing.

Fadi Dornaika, James H. Elder

ACM Trans. Multim. Comput. Commun. Appl., 2012

A supervised non-linear dimensionality reduction approach for manifold learning.

Bogdan Raducanu, Fadi Dornaika

Pattern Recognit., 2012

Recovering quasi-real occlusion-free textures for facade models by exploiting fusion of image and laser street data and image inpainting.

Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis

Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Appearance-based face recognition using a supervised manifold learning framework.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data.

Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, Nicolas Paparoditis

Proceedings of the 2012 IEEE Virtual Reality, 2012

Out-of-Sample Embedding by Sparse Representation.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection.

Fadi Dornaika, Ammar Assoum, Bogdan Raducanu

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Generalized Local Discriminant Embedding for Face Recognition.

Fadi Dornaika, Alireza Bosaghzadeh

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Pose-Invariant Face Recognition in Videos for Human-Machine Interaction.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

A New Framework for Stereo Sensor Pose Through Road Segmentation and Registration.

Fadi Dornaika, José Manuel Álvarez, Angel Domingo Sappa, Antonio M. López

IEEE Trans. Intell. Transp. Syst., 2011

A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images.

Karim Hammoudi, Fadi Dornaika

Sensors, 2011

Improving dynamic facial expression recognition with feature subset selection.

Fadi Dornaika, Elena Lazkano, Basilio Sierra

Pattern Recognit. Lett., 2011

A Parameter-Free Locality Sensitive Discriminant Analysis and Its Application to Coarse 3D Head Pose Estimation.

Alireza Bosaghzadeh, Fadi Dornaika

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Generating Virtual 3D Model of Urban Street Facades by Fusing Terrestrial Multi-source Data.

Karim Hammoudi, Fadi Dornaika, Nicolas Paparoditis

Proceedings of the 7th International Conference on Intelligent Environments, 2011

Enhanced and Parameterless Locality Preserving Projections for Face Recognition.

Fadi Dornaika, Ammar Assoum, Abdelmalik Moujahid

Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

Combining Linear Dimensionality Reduction and Locality Preserving Projections with Feature Selection for Recognition Tasks.

Fadi Dornaika, Ammar Assoum, Alireza Bosaghzadeh

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Linear Dimensionality Reduction through Eigenvector Selection for Object Recognition.

Fadi Dornaika, Ammar Assoum

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Dynamic facial expression recognition using Laplacian Eigenmaps-based manifold learning.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Person-Specific Face Shape Estimation under Varying Head Pose from Single Snapshots.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Efficient Object Detection and Matching Using Feature Classification.

Fadi Dornaika, Fadi Chakik

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Holistic Approach to Eyelid Tracking Under Varying Head Pose.

Fadi Dornaika

Proceedings of the International Conference on Image Processing, 2010

Inférence bayesienne du maximum d'entropie pour le diagnostic du cancer.

Fadi Dornaika, Fadi Chakik

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Intégration de connaissances a priori dans le principe du maximum d'entropie.

Fadi Chakik, Fadi Dornaika

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Single snapshot-based 3D head pose initialization for tracking in a HRI scenario.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Extracting Outlined Planar Clusters of Street Facades from 3D Point Clouds.

Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Nicolas Paparoditis

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Estimating 3D Polyhedral Building Models by Registering Aerial Images.

Fadi Dornaika, Karim Hammoudi

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009

Facial Expression Recognition for HCI Applications.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Three-Dimensional Face Pose Detection and Tracking Using Monocular Videos: Tool and Application.

Fadi Dornaika, Bogdan Raducanu

IEEE Trans. Syst. Man Cybern. Part B, 2009

Instantaneous 3D motion from image derivatives using the Least Trimmed Square regression.

Fadi Dornaika, Angel Domingo Sappa

Pattern Recognit. Lett., 2009

A featureless and stochastic approach to on-board stereo vision system pose.

Fadi Dornaika, Angel Domingo Sappa

Image Vis. Comput., 2009

Simultaneous 3D face pose and person-specific shape estimation from a single image using a holistic approach.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach.

Fadi Dornaika, Karim Hammoudi

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Natural Facial Expression Recognition Using Dynamic and Static Schemes.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

2008

An Efficient Approach to Onboard Stereo Vision System Pose Estimation.

Angel Domingo Sappa, Fadi Dornaika, Daniel Ponsa, David Gerónimo, Antonio M. López

IEEE Trans. Intell. Transp. Syst., 2008

Evaluation of an appearance-based 3D face tracker using dense 3D data.

Fadi Dornaika, Angel Domingo Sappa

Mach. Vis. Appl., 2008

Simultaneous Facial Action Tracking and Expression Recognition in the Presence of Head Motion.

Fadi Dornaika, Franck Davoine

Int. J. Comput. Vis., 2008

Detecting and tracking of 3D face pose for human-robot interaction.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Constructing panoramic views through facial gaze tracking.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Simultaneous tracking and facial expression recognition using multiperson and multiclass autoregressive models.

Fadi Dornaika, Franck Davoine

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Dynamic vs. Static Recognition of Facial Expressions.

Bogdan Raducanu, Fadi Dornaika

Proceedings of the Ambient Intelligence, European Conference, 2008

2007

Inferring facial expressions from videos: Tool and application.

Fadi Dornaika, Bogdan Raducanu

Signal Process. Image Commun., 2007

Rigid and non-rigid face motion tracking by aligning texture maps and stereo 3D models.

Fadi Dornaika, Angel Domingo Sappa

Pattern Recognit. Lett., 2007

Self-calibration of a stereo rig using monocular epipolar geometries.

Fadi Dornaika

Pattern Recognit., 2007

Real time 3D face and facial feature tracking.

Fadi Dornaika, Javier Orozco

J. Real Time Image Process., 2007

Efficient Facial Expression Recognition for Human Robot Interaction.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the Computational and Ambient Intelligence, 2007

Real-Time Vehicle Ego-Motion Using Stereo Pairs and Particle Filters.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Road Approximation in Euclidean and <i>v</i> -Disparity Space: A Comparative Study.

Angel Domingo Sappa, Rosa Herrero, Fadi Dornaika, David Gerónimo, Antonio M. López

Proceedings of the Computer Aided Systems Theory, 2007

Efficient On-Board Stereo Vision Pose Estimation.

Angel Domingo Sappa, Fadi Dornaika, David Gerónimo, Antonio M. López

Proceedings of the Computer Aided Systems Theory, 2007

2006

On Appearance Based Face and Facial Action Tracking.

Fadi Dornaika, Franck Davoine

IEEE Trans. Circuits Syst. Video Technol., 2006

Fitting 3D face models for tracking and active appearance model training.

Fadi Dornaika, Jörgen Ahlberg

Image Vis. Comput., 2006

Improving Appearance-Based 3D Face Tracking Using Sparse Stereo Data.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the Advances in Computer Graphics and Computer Vision, 2006

3D Motion from Image Derivatives Using the Least Trimmed Square Regression.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the Advances in Machine Vision, 2006

3D Face Tracking Using Appearance Registration and Robust Iterative Closest Point Algorithm.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the Computer and Information Sciences, 2006

Facial Expression Recognition using Auto-regressive Models.

Fadi Dornaika, Franck Davoine

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Real Time Vehicle Pose Using On-Board Stereo Vision System.

Angel Domingo Sappa, David Gerónimo, Fadi Dornaika, Antonio M. López

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

An Edge-Based Approach to Motion Detection.

Angel Domingo Sappa, Fadi Dornaika

Proceedings of the Computational Science, 2006

Recognizing Facial Expressions in Videos Using a Facial Action Analysis-Synthesis Scheme.

Fadi Dornaika, Bogdan Raducanu

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Combined Head, Lips, Eyebrows, and Eyelids Tracking Using Adaptive Appearance Models.

Fadi Dornaika, Javier Orozco, Jordi Gonzàlez

Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Rigid and Non-rigid Face Motion Tracking by Aligning Texture Maps and Stereo-Based 3D Models.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Facial expression recognition in continuous videos using linear discriminant analysis.

Fadi Dornaika, Franck Davoine

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

SFM for planar scenes using image derivatives.

Fadi Dornaika, Franck Davoine

Proceedings of the 2005 International Conference on Image Processing, 2005

View and texture-independent facial expression recognition in videos using dynamic programming.

Fadi Dornaika, Franck Davoine

Proceedings of the 2005 International Conference on Image Processing, 2005

Sfm for planar scenes: a direct and robust approach.

Fadi Dornaika, Angel Domingo Sappa

Proceedings of the ICINCO 2005, 2005

Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter.

Fadi Dornaika, Franck Davoine

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004

Fast and reliable active appearance model search for 3-D face tracking.

Fadi Dornaika, Jörgen Ahlberg

IEEE Trans. Syst. Man Cybern. Part B, 2004

Mosaicking images with parallax.

Fadi Dornaika, Ronald Chung

Signal Process. Image Commun., 2004

Face And Facial Feature Tracking Using Deformable Models.

Fadi Dornaika, Jörgen Ahlberg

Int. J. Image Graph., 2004

Online Appearance-Based Face and Facial Feature Tracking.

Fadi Dornaika, Franck Davoine

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Model-Based Head and Facial Motion Tracking.

Fadi Dornaika, Jörgen Ahlberg

Proceedings of the Computer Vision in Human-Computer Interaction, 2004

Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters.

Fadi Dornaika, Franck Davoine

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003

Stereo geometry from 3D ego-motion streams.

Fadi Dornaika, Ronald Chung

IEEE Trans. Syst. Man Cybern. Part B, 2003

Face Model Adaptation for Tracking and Active Appearance Model Training.

Fadi Dornaika, Jörgen Ahlberg

Proceedings of the British Machine Vision Conference, 2003

Efficient Active Appearance Model for Real-Time Head and Facial Feature Tracking.

Fadi Dornaika, Jörgen Ahlberg

Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002

Binocular matching constraints from motion.

Fadi Dornaika, Ronald Chung

Pattern Recognit., 2002

Face Model Adaptation using Robust Matching and Active Appearance Models.

Fadi Dornaika, Jörgen Ahlberg

Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Image Registration for Foveated Omnidirectional Sensing.

Fadi Dornaika, James H. Elder

Proceedings of the Computer Vision, 2002

2001

An Algebraic Approach to Camera Self-Calibration.

Fadi Dornaika, Ronald Chung

Comput. Vis. Image Underst., 2001

Hand Pose Recovery with a Single Video Camera.

Kihwan Kwon, Hong Zhang, Fadi Dornaika

Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

View Synthesis from Two Uncalibrated Images.

Fadi Dornaika

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Self-Calibration of a Stereo Rig Using Monocular Epipolar Geometry.

Fadi Dornaika

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000

Cooperative Stereo-Motion: Matching and Reconstruction.

Fadi Dornaika, Ronald Chung

Comput. Vis. Image Underst., 2000

Granulometry Using Mathematical Morphology and Motion.

Fadi Dornaika, Hong Zhang

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

1999

Pose Estimation using Point and Line Correspondences.

Fadi Dornaika, Christophe Garcia

Real Time Imaging, 1999

Stereo Correspondence from Motion Correspondence.

Fadi Dornaika, Ronald Chung

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Visually guided object grasping.

Radu Horaud, Fadi Dornaika, Bernard Espiau

IEEE Trans. Robotics Autom., 1998

Simultaneous robot-world and hand-eye calibration.

Fadi Dornaika, Radu Horaud

IEEE Trans. Robotics Autom., 1998

1997

Object Pose: The Link between Weak Perspective, Paraperspective, and Full Perspective.

Radu Horaud, Fadi Dornaika, Bart Lamiroy

Int. J. Comput. Vis., 1997

Object Pose by Affine Iterations.

Fadi Dornaika, Christophe Garcia

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1995

Contributions à l'intégration vision robotique : calibrage, localisation et asservissement. (Contributions to the integration of vision and robotics : calibration, localization, and servoing).

Fadi Dornaika

PhD thesis, 1995

Hand-Eye Calibration.

Radu Horaud, Fadi Dornaika

Int. J. Robotics Res., 1995

Integrating Grasp Planning and Visual Servoing for Automatic Grasping.

Radu Horaud, Fadi Dornaika, Christian Bard, Christian Laugier

Proceedings of the Experimental Robotics IV, The 4th International Symposium, Stanford, California, USA, June 30, 1995

Object Pose: Links Between Paraperspective and Perspective.

Radu Horaud, Stéphane Christy, Fadi Dornaika, Bart Lamiroy

Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994

Self Calibration of a Stereo Head Mounted onto a Robot Arm.

Radu Horaud, Fadi Dornaika, Boubakeur Boufama, Roger Mohr

Proceedings of the Computer Vision, 1994