Fadi Dornaika

Amir Nakib

Artif. Intell. Rev., 2024

Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity.

[BibT_eX]

[DOI]

Danyang Sun

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Large Scale Graph Construction and Label Propagation.

[BibT_eX]

[DOI]

Zoulfikar Ibrahim

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

From multi-view data features to clusters: a unified approach.

[BibT_eX]

[DOI]

Artif. Intell. Rev., December, 2023

Optimizing convolutional neural networks architecture using a modified particle swarm optimization for image classification.

[BibT_eX]

[DOI]

D. Elhani

Ahmed Chaouki Megherbi

Expert Syst. Appl., November, 2023

Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images.

[BibT_eX]

[DOI]

Pendar Alirezazadeh

Comput. Biol. Medicine, November, 2023

A novel graph-based multi-view spectral clustering: application to X-ray image analysis for COVID-19 recognition.

[BibT_eX]

[DOI]

Neural Comput. Appl., October, 2023

Single phase multi-view clustering using unified graph learning and spectral representation.

[BibT_eX]

[DOI]

Inf. Sci., October, 2023

Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation.

[BibT_eX]

[DOI]

Artif. Intell. Rev., October, 2023

A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace.

[BibT_eX]

[DOI]

Neural Networks, September, 2023

Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning.

[BibT_eX]

[DOI]

Zoulfikar Ibrahim

Artif. Intell. Rev., September, 2023

Joint Latent Space and Label Inference Estimation with Adaptive Fused Data and Label Graphs.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

Automatically weighted binary multi-view clustering via deep initialization (AW-BMVC).

[BibT_eX]

[DOI]

Pattern Recognit., May, 2023

PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans.

[BibT_eX]

[DOI]

Medical Image Anal., May, 2023

CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression.

[BibT_eX]

[DOI]

Appl. Intell., May, 2023

Deep data representation with feature propagation for semi-supervised learning.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., April, 2023

A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization.

[BibT_eX]

[DOI]

Jingjun Bi

Chongsheng Zhang

Neural Networks, January, 2023

Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification.

[BibT_eX]

[DOI]

Cogn. Comput., January, 2023

Multi-similarity semi-supervised manifold embedding for facial attractiveness scoring.

[BibT_eX]

[DOI]

Soft Comput., 2023

Simultaneous label inference and discriminant projection estimation through adaptive self-taught graphs.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images.

[BibT_eX]

[DOI]

CoRR, 2023

2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.

[BibT_eX]

[DOI]

CoRR, 2023

Inductive Multi-View Semi-supervised Learning with a Consensus Graph.

[BibT_eX]

[DOI]

Cogn. Comput., 2023

Blood Cell Revolution: Unveiling 11 Distinct Types with 'Naturalize' Augmentation.

[BibT_eX]

[DOI]

Mohamad Abou Ali

Algorithms, 2023

White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope.

[BibT_eX]

[DOI]

Mohamad Abou Ali

Algorithms, 2023

Automatic Quantification of Lung Infection Severity in Chest X-ray Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Scalable Semi-Supervised Learning through Combined Anchor-based Graph and Flexible Manifold Embedding.

[BibT_eX]

[DOI]

Jihad Mohamad Al Ja'am

Zoulfikar Ibrahim

Nagore Barrena

Proceedings of the International Conference on Computer and Applications, 2023

Semi-supervised Classification through Data and Label Graph Fusion.

[BibT_eX]

[DOI]

Jinan Charafeddine

Proceedings of the International Conference on Computer and Applications, 2023

Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

A Comprehensive Deep Semi-supervised Graph Learning Approach Incorporating Node Re-weighting and Manifold Regularization.

[BibT_eX]

[DOI]

Jingjun Bi

Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, 2023

2022

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data.

[BibT_eX]

[DOI]

J. Heal. Informatics Res., December, 2022

Joint Label Inference and Discriminant Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Feature and instance selection through discriminant analysis criteria.

[BibT_eX]

[DOI]

Soft Comput., 2022

A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments.

[BibT_eX]

[DOI]

Sensors, 2022

Deep Learning with Discriminative Margin Loss for Cross-Domain Consumer-to-Shop Clothes Retrieval.

[BibT_eX]

[DOI]

Pendar Alirezazadeh

Sensors, 2022

Multiple-view flexible semi-supervised classification through consistent graph construction and label propagation.

[BibT_eX]

[DOI]

Najmeh Ziraki

Neural Networks, 2022

Knowledge-based tensor subspace analysis system for kinship verification.

[BibT_eX]

[DOI]

Neural Networks, 2022

Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection.

[BibT_eX]

[DOI]

Ibrahim Kajo

Neural Networks, 2022

Efficient palmprint biometric identification systems using deep learning and feature selection methods.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

A supervised discriminant data representation: application to pattern classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Consensus graph and spectral representation for one-step multi-view kernel based clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Deep learning based face beauty prediction via dynamic robust losses and ensemble regression.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Driver drowsiness detection in video sequences using hybrid selection of deep features.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

One-step multi-view spectral clustering with cluster label correlation graph.

[BibT_eX]

[DOI]

Fahed Abdallah

Inf. Sci., 2022

Facial age estimation using tensor based subspace learning and deep random forests.

[BibT_eX]

[DOI]

O. Guehairia

Abdelmalik Ouamane

Inf. Sci., 2022

On the use of high-order feature propagation in Graph Convolution Networks with Manifold Regularization.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Multi-view spectral clustering via constrained nonnegative embedding.

[BibT_eX]

[DOI]

Fahed Abdallah

Inf. Fusion, 2022

Data representation via refined discriminant analysis and common class structure.

[BibT_eX]

[DOI]

W. Khoder

Neurocomputing, 2022

Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning.

[BibT_eX]

[DOI]

Jose A. Fernandes

Ecol. Informatics, 2022

Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan.

[BibT_eX]

[DOI]

CoRR, 2022

SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

A deep learning loss based on additive cosine margin: Application to fashion style and face recognition.

[BibT_eX]

[DOI]

Pendar Alirezazadeh

Appl. Soft Comput., 2022

Multi-View Graph Fusion for Semi-Supervised Learning: Application to Image-Based Face Beauty Prediction.

[BibT_eX]

[DOI]

Algorithms, 2022

Graph Convolution Networks for Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Smart Applications and Data Analysis - 4th International Conference, 2022

Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering.

[BibT_eX]

[DOI]

Fahed Abdallah

Proceedings of the Smart Applications and Data Analysis - 4th International Conference, 2022

Multi-view Spectral Clustering via Integrating Label and Data Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

ILC-Unet++ for Covid-19 Infection Segmentation.

[BibT_eX]

[DOI]

Abdenour Hadid

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Elastic Embedding through Graph Convolution-based Regression for Semi-supervised Classification.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

A Novel Multi-Level Pyramid Co-Variance Operators for Estimation of Personality Traits and Job Screening Scores.

[BibT_eX]

[DOI]

Hichem Telli

Salim Sbaa

Miguel Bordallo López

Traitement du Signal, 2021

An enhanced approach to the robust discriminant analysis and class sparsity based embedding.

[BibT_eX]

[DOI]

Neural Networks, 2021

Flexible data representation with graph convolution for semi-supervised learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

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

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2021

Multi-layer linear embedding with feature subset selection.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

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

[BibT_eX]

[DOI]

Dominique Collard

Arnaud Scherpereel

J. Medical Syst., 2021

Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans.

[BibT_eX]

[DOI]

J. Imaging, 2021

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

[BibT_eX]

[DOI]

Inf. Sci., 2021

Multi-label, multi-task CNN approach for context-based emotion recognition.

[BibT_eX]

[DOI]

Ilyes Bendjoudi

Frédéric Vanderhaegen

Denis Hamad

Inf. Fusion, 2021

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

[BibT_eX]

[DOI]

Saeedeh Bahrami

Inf. Fusion, 2021

Inductive semi-supervised learning with Graph Convolution based regression.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Efficient and compact face descriptor for driver drowsiness detection.

[BibT_eX]

[DOI]

Jorge Reta

Expert Syst. Appl., 2021

Ensemble learning via feature selection and multiple transformed subsets: Application to image classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

A hybrid discriminant embedding with feature selection: application to image categorization.

[BibT_eX]

[DOI]

Appl. Intell., 2021

Flexible data representation with feature convolution for semi-supervised learning.

[BibT_eX]

[DOI]

Appl. Intell., 2021

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

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2021

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

[BibT_eX]

[DOI]

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

2020

Semi-supervised elastic manifold embedding with deep learning architecture.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

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

[BibT_eX]

[DOI]

Mahdi Tavassoli Kejani

H. Talebi

Neural Networks, 2020

Feature fusion via Deep Random Forest for facial age estimation.

[BibT_eX]

[DOI]

O. Guehairia

Abdelmalik Ouamane

Neural Networks, 2020

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

[BibT_eX]

[DOI]

Neural Networks, 2020

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

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Transfer learning and feature fusion for kinship verification.

[BibT_eX]

[DOI]

Oscar Serradilla

Neural Comput. Appl., 2020

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

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

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

[BibT_eX]

[DOI]

Anne Elorza

Kunwei Wang

Multim. Tools Appl., 2020

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

[BibT_eX]

[DOI]

Azeddine Benlamoudi

Abdelkrim Ouafi

Multim. Tools Appl., 2020

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

[BibT_eX]

[DOI]

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

Sparse graphs using global and local smoothness constraints.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

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

[BibT_eX]

[DOI]

Abdelhakim Chergui

Salim Ouchtati

Sébastien Mavromatis

Jean Sequeira

J. Electronic Imaging, 2020

Learned versus Handcrafted Features for Person Re-identification.

[BibT_eX]

[DOI]

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

Toward graph-based semi-supervised face beauty prediction.

[BibT_eX]

[DOI]

Kunwei Wang

Anne Elorza

Expert Syst. Appl., 2020

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

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

[BibT_eX]

[DOI]

Karim Mokrani

Expert Syst. Appl., 2020

Incremental and dynamic graph construction with application to image classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

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

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Multi-layer manifold learning with feature selection.

[BibT_eX]

[DOI]

Appl. Intell., 2020

Feature Extraction and Selection via Robust Discriminant Analysis and Class Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Feature Extraction by Joint Robust Discriminant Analysis and Inter-class Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Soft Label and Discriminant Embedding Estimation for Semi-Supervised Classification.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Active Two Phase Collaborative Representation Classifier.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

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

[BibT_eX]

[DOI]

Signal Image Video Process., 2019

Joint graph based embedding and feature weighting for image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

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

[BibT_eX]

[DOI]

Pattern Recognit., 2019

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

[BibT_eX]

[DOI]

Neural Networks, 2019

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

[BibT_eX]

[DOI]

Neural Networks, 2019

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

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Age estimation in facial images through transfer learning.

[BibT_eX]

[DOI]

C. Belver

Mach. Vis. Appl., 2019

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

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

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

[BibT_eX]

[DOI]

Anne Elorza

Kunwei Wang

J. Electronic Imaging, 2019

Fusion of transformed shallow features for facial expression recognition.

[BibT_eX]

[DOI]

IET Image Process., 2019

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

[BibT_eX]

[DOI]

Saeedeh Bahrami

Comput., 2019

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

[BibT_eX]

[DOI]

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

Active Two Phase Collaborative Representation Classifier for Image Categorization.

[BibT_eX]

[DOI]

Y. Ruicheck

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2018

Instance Selection Using Nonlinear Sparse Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

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

[BibT_eX]

[DOI]

Signal Image Video Process., 2018

Semi-supervised two phase test sample sparse representation classifier.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

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

[BibT_eX]

[DOI]

Inf. Sci., 2018

Structured sparse graphs using manifold constraints for visual data analysis.

[BibT_eX]

[DOI]

Zhong Jin

Neurocomputing, 2018

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

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

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

[BibT_eX]

[DOI]

Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2018

Driver Drowsiness Detection in Facial Images.

[BibT_eX]

[DOI]

Jorge Reta

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

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

[BibT_eX]

[DOI]

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

Robust and Flexible Graph-based Semi-supervised Embedding.

[BibT_eX]

[DOI]

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

Image-Based Driver Drowsiness Detection.

[BibT_eX]

[DOI]

Fawzi Khattar

Jorge Reta

M. Hernandez

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

Quadcopter control using onboard monocular camera for enriching remote laboratory facilities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Automation, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

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

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Graph construction using adaptive Local Hybrid Coding scheme.

[BibT_eX]

[DOI]

Mahdi Tavassoli Kejani

Neural Networks, 2017

Efficient dynamic graph construction for inductive semi-supervised learning.

[BibT_eX]

[DOI]

Neural Networks, 2017

Pyramid multi-level features for facial demographic estimation.

[BibT_eX]

[DOI]

Abdelkrim Ouafi

Abdenour Hadid

Expert Syst. Appl., 2017

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

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Personality Traits and Job Candidate Screening via Analyzing Facial Videos.

[BibT_eX]

[DOI]

Abdelkrim Ouafi

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

Evaluating Age Estimation Using Deep Convolutional Neural Nets.

[BibT_eX]

[DOI]

C. Belver

Proceedings of the Computational Imaging XV, Burlingame, 2017

2016

Learning Flexible Graph-Based Semi-Supervised Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Flexible constrained sparsity preserving embedding.

[BibT_eX]

[DOI]

Zhong Jin

Pattern Recognit., 2016

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

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Kernel sparse modeling for prototype selection.

[BibT_eX]

[DOI]

Abdenour Hadid

Knowl. Based Syst., 2016

Sensors Technologies and Methods for Perception Systems in Intelligent Vehicles.

[BibT_eX]

[DOI]

Maan El Badaoui El Najjar

J. Sensors, 2016

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

[BibT_eX]

[DOI]

Zhong Jin

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

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

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2016

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

[BibT_eX]

[DOI]

C. Belver

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

Visual localization based on sequence matching using ConvNet features.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Exploiting color cues to improve person re-identification.

[BibT_eX]

[DOI]

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

Feature Extraction Using Block-based Local Binary Pattern for Face Recognition.

[BibT_eX]

[DOI]

Amaia Abanda

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2016, 2016

Place Recognition Using Image Retrieval with Covariance Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2016, 2016

2015

Decremental Sparse Modeling Representative Selection for prototype selection.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

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

[BibT_eX]

[DOI]

Polibits, 2015

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

[BibT_eX]

[DOI]

Inf. Sci., 2015

Kernel flexible manifold embedding for pattern classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the PECCS 2015, 2015

Exemplar Selection Using Collaborative Neighbor Representation.

[BibT_eX]

[DOI]

Blanca Cases

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

Fine grained recognition of masonry walls for built heritage assessment.

[BibT_eX]

[DOI]

Noelia Oses

Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015

Graph optimized Laplacian eigenmaps for face recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015

Machine learning schemes in augmented reality for features detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2014

Image-Based Delineation and Classification of Built Heritage Masonry.

[BibT_eX]

[DOI]

Noelia Oses

Remote. Sens., 2014

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

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Efficient generic face model fitting to images and videos.

[BibT_eX]

[DOI]

Image Vis. Comput., 2014

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2014

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Two Subspace-Based Kernel Local Discriminant Embedding.

[BibT_eX]

[DOI]

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

Instance Selection Using Two Phase Collaborative Neighbor Representation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Exponential Local Discriminant Embedding and Its Application to Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Parameterless Local Discriminant Embedding.

[BibT_eX]

[DOI]

Neural Process. Lett., 2013

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

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2013

Enhanced and parameterless Locality Preserving Projections for face recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2013

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

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2013

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

[BibT_eX]

[DOI]

CoRR, 2013

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

[BibT_eX]

A. Bosgahzadeh

Proceedings of the VISAPP 2013, 2013

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

[BibT_eX]

[DOI]

Noelia Oses

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Supervised linear dimensionality reduction with robust margins for object recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robots and Computer Vision XXX: Algorithms and Techniques, 2013

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

[BibT_eX]

[DOI]

B. Raduncanu

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

Adaptive Two Phase Sparse Representation Classifier for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012

Moving Object Detection from Mobile Platforms Using Stereo Data Registration.

[BibT_eX]

[DOI]

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

Image registration for foveated panoramic sensing.

[BibT_eX]

[DOI]

James H. Elder

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

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

[BibT_eX]

[DOI]

Pattern Recognit., 2012

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Virtual Reality, 2012

Out-of-Sample Embedding by Sparse Representation.

[BibT_eX]

[DOI]

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

Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection.

[BibT_eX]

[DOI]

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

Generalized Local Discriminant Embedding for Face Recognition.

[BibT_eX]

[DOI]

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

A novel margin-based linear embedding technique for visual object recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012

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

[BibT_eX]

[DOI]

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

2011

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

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2011

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

[BibT_eX]

[DOI]

Sensors, 2011

Improving dynamic facial expression recognition with feature subset selection.

[BibT_eX]

[DOI]

Elena Lazkano

Basilio Sierra

Pattern Recognit. Lett., 2011

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Nicolas Paparoditis

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

Enhanced and Parameterless Locality Preserving Projections for Face Recognition.

[BibT_eX]

[DOI]

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

Selective locality preserving projections for face recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques, 2011

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

[BibT_eX]

[DOI]

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Linear Dimensionality Reduction through Eigenvector Selection for Object Recognition.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Efficient Object Detection and Matching Using Feature Classification.

[BibT_eX]

[DOI]

Fadi Chakik

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

A Holistic Approach to Eyelid Tracking Under Varying Head Pose.

[BibT_eX]

Proceedings of the International Conference on Image Processing, 2010

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Fadi Chakik

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Estimating 3D Polyhedral Building Models by Registering Aerial Images.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009

Facial Expression Recognition for HCI Applications.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

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

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Natural Facial Expression Recognition Using Dynamic and Static Schemes.

[BibT_eX]

[DOI]

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

2008

An Efficient Approach to Onboard Stereo Vision System Pose Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2008

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

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2008

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

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2008

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

[BibT_eX]

[DOI]

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

Constructing panoramic views through facial gaze tracking.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Dynamic vs. Static Recognition of Facial Expressions.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence, European Conference, 2008

2007

Inferring facial expressions from videos: Tool and application.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2007

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

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2007

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

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Real time 3D face and facial feature tracking.

[BibT_eX]

[DOI]

Javier Orozco

J. Real Time Image Process., 2007

Efficient Facial Expression Recognition for Human Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the Computational and Ambient Intelligence, 2007

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2007

Efficient On-Board Stereo Vision Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2007

2006

On Appearance Based Face and Facial Action Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2006

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

[BibT_eX]

[DOI]

Image Vis. Comput., 2006

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Vision, 2006

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

[BibT_eX]

[DOI]

Proceedings of the Computer and Information Sciences, 2006

Facial Expression Recognition using Auto-regressive Models.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

An Edge-Based Approach to Motion Detection.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2006

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

[BibT_eX]

[DOI]

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Facial expression recognition in continuous videos using linear discriminant analysis.

[BibT_eX]

[DOI]

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

SFM for planar scenes using image derivatives.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

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

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

Sfm for planar scenes: a direct and robust approach.

[BibT_eX]

Proceedings of the ICINCO 2005, 2005

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Mosaicking images with parallax.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2004

Face And Facial Feature Tracking Using Deformable Models.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2004

Online Appearance-Based Face and Facial Feature Tracking.

[BibT_eX]

[DOI]

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

Model-Based Head and Facial Motion Tracking.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2003

Stereo geometry from 3D ego-motion streams.

[BibT_eX]

[DOI]

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

Face Model Adaptation for Tracking and Active Appearance Model Training.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2003

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

[BibT_eX]

[DOI]

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

2002

Binocular matching constraints from motion.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Face Model Adaptation using Robust Matching and Active Appearance Models.

[BibT_eX]

[DOI]

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

Image Registration for Foveated Omnidirectional Sensing.

[BibT_eX]

[DOI]

James H. Elder

Proceedings of the Computer Vision, 2002

2001

An Algebraic Approach to Camera Self-Calibration.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2001

Hand Pose Recovery with a Single Video Camera.

[BibT_eX]

[DOI]

Kihwan Kwon

Hong Zhang

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

View Synthesis from Two Uncalibrated Images.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2000

Granulometry Using Mathematical Morphology and Motion.

[BibT_eX]

[DOI]

Hong Zhang

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

1999

Pose Estimation using Point and Line Correspondences.

[BibT_eX]

[DOI]

Christophe Garcia

Real Time Imaging, 1999

Stereo Correspondence from Motion Correspondence.

[BibT_eX]

[DOI]

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

1998

Visually guided object grasping.

[BibT_eX]

[DOI]

Bernard Espiau

IEEE Trans. Robotics Autom., 1998

Simultaneous robot-world and hand-eye calibration.

[BibT_eX]

[DOI]

IEEE Trans. Robotics Autom., 1998

1997

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

[BibT_eX]

[DOI]

Bart Lamiroy

Int. J. Comput. Vis., 1997

Object Pose by Affine Iterations.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

PhD thesis, 1995

Hand-Eye Calibration.

[BibT_eX]

[DOI]