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Neuromorphic Event-based Face Identity Recognition
G. Moreira, A. Graça, B. Silva, P. Martins, J. Batista
International Conference on Pattern Recognition (ICPR) 2022
Gradient Shape Model
(PDF)
(link)
P. Martins, J. Henriques, J. Batista
International Journal of Computer Vision (IJCV), volume 128, issue 12, December 2020, pages 2828-2848
Cascaded Nonlinear Shape Model Regression
(PDF)
(slides)
(video)
P. Martins, B. Silva, J. Batista
IEEE International Conference on Image Processing (ICIP) 2020
Vehicle Occupancy Detection for HOV/HOT Lanes Enforcement
B. Silva, P. Martins, J. Batista
IEEE Intelligent Transportation Systems Conference (ITSC) 2019
Simultaneous Cascaded Regression
(PDF)
(slides)
(video)
P. Martins, J. Batista
IEEE International Conference on Image Processing (ICIP) 2018
Bayesian Constrained Local Models with Depth Data
(PDF)
(slides)
(videos)
P. Martins, J. Faro, P. Brandão, J. Batista
IEEE International Conference on Image Processing (ICIP) 2016 (Oral Presentation)
Multi-Source Domain Adaptation using C1 Smooth Subspaces Interpolation
J. Batista, K. Krakowski, L. Machado, P. Martins, F. S. Leite
IEEE International Conference on Image Processing (ICIP) 2016
Bayesian Constrained Local Models Revisited
(PDF)
(link)
(videos)
P. Martins, J. F. Henriques, R. Caseiro, J. Batista
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 38, issue 4, April 2016, pages 704-716
Beyond the Shortest Path: Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow
R. Caseiro, J. F. Henriques, P. Martins, J. Batista
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015 (24% accept. rate)
High-Speed Tracking with Kernelized Correlation Filters
(PDF)
(link)
(project)
J. F. Henriques, R. Caseiro, P. Martins, J. Batista
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), volume 37, issue 3, March 2015, pages 583-596
Fast Training of Pose Detectors in the Fourier Domain
(PDF)
(project)
J. F. Henriques, P. Martins, R. Caseiro, J. Batista
Neural Information Processing Systems (NIPS) 2014 (19% accept. rate)
Likelihood-Enhanced Bayesian Constrained Local Models
(PDF)
(poster)
(videos)
P. Martins, R. Caseiro, J. F. Henriques, J. Batista
IEEE International Conference on Image Processing (ICIP) 2014 (top 10% of accepted papers)
Non-Parametric Bayesian Constrained Local Models
(PDF)
(poster)
(videos)
P. Martins, R. Caseiro, J. Batista
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014 (29% accept. rate)
Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem
R. Caseiro, P. Martins, J. F. Henriques, F. S. Leite, J. Batista
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013 (Oral Presentation, 3% accept. rate)
Generative Face Alignment Through 2.5D Active Appearance Models
(PDF)
(link)
(supplement)
(videos)
P. Martins, R. Caseiro, J. Batista
Computer Vision and Image Understanding (CVIU), Elsevier Journal, volume 117, issue 3, March 2013, pages 250-268
Parametric Face Alignment: Generative and Discriminative Approaches
PhD Thesis - Pedro Martins
Faculty of Sciences and Technology, University of Coimbra (UC), Portugal
Let the Shape Speak - Discriminative Face Alignment using Conjugate Priors
(PDF)
(ext abs)
(slides)
(videos)
P. Martins, R. Caseiro, J. F. Henriques, J. Batista
British Machine Vision Conference (BMVC) 2012 (Oral Presentation, 8% accept. rate)
Discriminative Bayesian Active Shape Models
(PDF)
(poster)
(spotlight)
(videos)
P. Martins, R. Caseiro, J. F. Henriques, J. Batista
European Conference on Computer Vision (ECCV) 2012 (23% accept. rate)
Exploiting the Circulant Structure of Tracking-by-detection with Kernels
(PDF)
(supplement)
(poster)
(project)
(videos)
J. F. Henriques, R. Caseiro, P. Martins, J. Batista
European Conference on Computer Vision (ECCV) 2012 (23% accept. rate)
Semi-Intrinsic Mean shift on Riemannian Manifolds
(PDF)
(poster)
R. Caseiro, J. F. Henriques, P. Martins, J. Batista
European Conference on Computer Vision ECCV 2012 (23% accept. rate)
A Nonparametric Riemannian Framework on Tensor Field with Application to Foreground Segmentation
(link)
R. Caseiro, P. Martins, J. F. Henriques, J. Batista
Pattern Recognition (PR), Elsevier Journal, volume 45, issue 11, November 2012, pages 3997-4017
A Nonparametric Riemannian Framework on Tensor Field with Application to Foreground Segmentation
(PDF)
(poster)
(spotlight)
R. Caseiro, J. F. Henriques, P. Martins, J. Batista
IEEE International Conference on Computer Vision (ICCV) 2011 (21% accept. rate)
Face Alignment Through 2.5D Active Appearance Models
(PDF)
(ext abs)
(poster)
(videos)
P. Martins, R. Caseiro, J. Batista
British Machine Vision Conference (BMVC) 2010 (33% accept. rate)
Background Modelling on Tensor Field for Foreground Segmentation
(PDF)
(ext abs)
(poster)
R. Caseiro, P. Martins, J. Batista
British Machine Vision Conference (BMVC) 2010 (33% accept. rate)
Towards Generic Fitting Using Multiple Features Discriminative Active Appearance Models
(PDF)
(poster)
P. Martins, J. Batista
IEEE International Conference on Image Processing (ICIP) 2010
Towards Generic Fitting Using Discriminative Active Appearance Models Embedded on a Riemannian Manifold
P. Martins, J. Batista
International Conference on Computer Vision Theory and Applications (VISAPP) 2010
Identity and Expression Recognition on Low Dimensional Manifolds
(PDF)
(poster)
(videos)
P. Martins, J. Batista
IEEE International Conference on Image Processing (ICIP) 2009
Simultaneous Identity and Expression Recognition Using Face Geometry on Low Dimensional Manifolds
(PDF)
(poster)
P. Martins, J. Batista
Iberian Conference on Pattern Recognition and Image Analysis (IbPria) 2009
Active Appearance Models for Facial Expression Recognition and Monocular Head Pose Estimation
MSc. Thesis - Pedro Martins
Faculty of Sciences and Technology, University of Coimbra (UC), Portugal
Model-Based Facial Expression Recognition
(PDF)
(poster)
P. Martins, J. Batista
Portuguese National Conference in Pattern Recognition (RecPad) 2008
Accurate Single View Model-Based Head Pose Estimation
(PDF)
(poster)
(videos)
P. Martins, J. Batista
IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2008
Single View Head Pose Estimation
(PDF)
(poster)
P. Martins, J. Batista
IEEE International Conference on Image Processing (ICIP) 2008
Monocular Head Pose Estimation
(PDF)
(slides)
P. Martins, J. Batista
International Conference Analysis and Recognition (ICIAR) 2008 (Oral Presentation)
Facial Expression Recognition Using Active Appearance Models
(PDF)
(slides)
P. Martins, J. Sampaio, J. Batista
International Conference on Computer Vision Theory and Applications (VISAPP) 2008 (Oral Presentation)
Intelligent and Continuous Online Student Identity Management (TRUSTID) (web) | |
Differential Geometry for Computer Vision and Pattern Recognition (DG2CVPR) | |
Identity Recognition using 4D Facial Dynamics | |
Advanced Interaction Using Facial Information (AI_FI) (web) |
TurtleBot3 MatLab/ROS Interface (link)
Institute of Systems and Robotics University of Coimbra |
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Fundação para a Ciência e a Tecnologia (Portuguese Science Fundation) |