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Applied Soft Computing, ISSN 1568-4946, 08/2016, Volume 45, pp. 98 - 107
[Display omitted] •We present a new automatic approach for head yaw angle estimation of the driver.•We rely on a set of geometric features computed from just... 
Driving performance evaluation | Subspace based methods | Linear regression | Head pose estimation | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 04/2018, Volume 145, pp. 219 - 235
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 09/2017, Volume 131, pp. 46 - 57
•Decremental learning as an online feature extraction process for supervised problem.•DGDCV allows updating an existing model by removing obsolete or... 
Feature extraction | Generalized Discriminative Common Vectors | Linear subspace methods | Classification | Decremental learning | PRINCIPAL COMPONENT ANALYSIS | LDA | Vectors | Generalized Discriminative Common | EFFICIENT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, ISSN 0885-3010, 01/2011, Volume 58, Issue 1, pp. 60 - 72
Journal Article
IEEE Access, ISSN 2169-3536, 2018, Volume 6, pp. 18325 - 18334
In this paper, a continuous head pose estimation system is proposed to estimate yaw and pitch head angles from raw facial images. Our approach is based on... 
Manifolds | Training | Histograms | Pose estimation | Feature extraction | Face | Head pose estimation | generalized discriminative common vectors | multiple linear regression | HOG features | B-splines | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | DISCRIMINATIVE COMMON VECTORS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Pattern Recognition, ISSN 0031-3203, 2011, Volume 44, Issue 9, pp. 1842 - 1851
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 10056, pp. 50 - 59
Conference Proceeding
Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, ISSN 1611-3349, 01/2016, Volume 9534, pp. 69 - 79
Cardiac deformation and changes therein have been linked to pathologies. Both can be extracted in detail from tagged Magnetic Resonance Imaging (tMRI) using... 
Conference Proceeding
Knowledge-Based Systems, ISSN 0950-7051, 04/2018, Volume 145, p. 219
With the massive explosion of machine learning in our day-to-day life, incremental and adaptive learning has become a major topic, crucial to keep up-to-date... 
Discriminant analysis | Knowledge acquisition | Principal components analysis | Knowledge management | Matrix methods | Empirical analysis | Subspace methods | Mathematical analysis | Machine learning | Classification | Feature extraction | Linear equations | Subspaces | Artificial intelligence
Journal Article
2013 IEEE International Conference on Computer Vision Workshops, 12/2013, pp. 624 - 631
Assessing Optical Flow (OF) quality is essential for its further use in reliable decision support systems. The absence of ground truth in such situations leads... 
Integrated optics | Computer vision | Upper bound | confidence measures | Measurement uncertainty | performance evaluation | Optical imaging | Probabilistic logic | Adaptive optics | Optical flow | Performance evaluation | Confidence measures
Conference Proceeding
2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 11/2011, pp. 2042 - 2049
Optical flow is a valuable tool for motion analysis in autonomous navigation systems. A reliable application requires determining the accuracy of the computed... 
Accuracy | Correlation | Databases | Measurement uncertainty | Optical imaging | Adaptive optics | Reliability
Conference Proceeding
Proceedings of SPIE - The International Society for Optical Engineering, ISSN 0277-786X, 03/2010, Volume 7623
Distortion of Left Ventricle (LV) external anatomy is related to some dysfunctions, such as hypertrophy. The architecture of myocardial fibers determines LV... 
Statistical analysis | Architecture | Computation | Mathematical models | Modelling | Anatomy | Statistics | Fibers
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2013, Volume 7963, pp. 344 - 353
Conference Proceeding
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 03/2010, Volume 29, Issue 3, pp. 733 - 745
Journal Article
Electronic Letters on Computer Vision and Image Analysis, ISSN 1577-5097, 2016, Volume 15, Issue 2, pp. 4 - 6
Optical Flow (OF) is the input of a wide range of decision support systems such as car driver assistance, UAV guiding or medical diagnose. In these real... 
motion | image and video processing | applications
Journal Article
2017 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 09/2017, pp. 373 - 376
Assistance systems for e-Health applications have some specific requirements that demand of new methods for data gathering, analysis and modeling able to deal... 
Cyber physical Systems | Personalized Assistance | Lung | eHealth | Vehicles | Computer architecture | Real-time systems | SmallData Analysis | Reconfigurable Computing | Sensors | Biomedical monitoring | Cancer | Multimodal Sensors | EHealth
Conference Proceeding
Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges (5th International Workshop, STACOM 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers), ISSN 0302-9743, 2015, Volume 8896, pp. 231 - 238
Changes in cardiac deformation patterns are correlated with cardiac pathologies. Deformation can be extracted from tagging Magnetic Resonance Imaging (tMRI)... 
Performance evaluation | Synthetic database | ANOVA | Tagging magnetic resonance imaging | Optical flow
Conference Proceeding
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