Jordi Freixenet

Orcid: 0000-0001-9524-3328

According to our database1, Jordi Freixenet authored at least 73 papers between 2000 and 2020.

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Bibliography

2020
Encouraging early mastery of computational concepts through play.
CoRR, 2020

Acute and sub-acute stroke lesion segmentation from multimodal MRI.
Comput. Methods Programs Biomed., 2020

2019
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks.
Comput. Biol. Medicine, 2019

2018
SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI.
CoRR, 2018

2016
Normalization of T2W-MRI prostate images using Rician a priori.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015
Breast Density Analysis Using an Automatic Density Segmentation Algorithm.
J. Digit. Imaging, 2015

Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review.
Comput. Biol. Medicine, 2015

Multiscale Distilled Sensing: Astronomical source detection in long wavelength images.
Astron. Comput., 2015

2014
Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding.
Comput. Methods Programs Biomed., 2014

Breast peripheral area correction in digital mammograms.
Comput. Biol. Medicine, 2014

2013
A boosting approach for the simultaneous detection and segmentation of generic objects.
Pattern Recognit. Lett., 2013

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.
Medical Image Anal., 2013

Multiscale distilled sensing: A source detection method for infrared and radio astronomical images.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Automatic microcalcification and cluster detection for digital and digitised mammograms.
Knowl. Based Syst., 2012

Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches.
Inf. Sci., 2012

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.
Comput. Methods Programs Biomed., 2012

Statistical shape and texture model of quadrature phase information for prostate segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2012

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms.
Proceedings of the Breast Imaging, 2012

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Semiautomatic labeling of generic objects for enlarging annotated image databases.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Spectral clustering of shape and probability prior models for automatic prostate segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

The implementation of management strategies in research units: The case of a research lab in a middle-sized university.
Proceedings of the IEEE Global Engineering Education Conference, 2012

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Revisiting Intensity-Based Image Registration Applied to Mammography.
IEEE Trans. Inf. Technol. Biomed., 2011

A review of atlas-based segmentation for magnetic resonance brain images.
Comput. Methods Programs Biomed., 2011

Prostate segmentation with local binary patterns guided active appearance models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Simultaneous detection and segmentation for generic objects.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
A review of automatic mass detection and segmentation in mammographic images.
Medical Image Anal., 2010

A Statistical Approach for Breast Density Segmentation.
J. Digit. Imaging, 2010

Prostate Segmentation with Texture Enhanced Active Appearance Model.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Texture Guided Active Appearance Model Propagation for Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

A Boosting Based Approach for Automatic Micro-calcification Detection.
Proceedings of the Digital Mammography, 2010

Detecting Faint Compact Sources Using Local Features and a Boosting Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A supervised micro-calcification detection approach in digitised mammograms.
Proceedings of the International Conference on Image Processing, 2010

2009
A textural approach for mass false positive reduction in mammography.
Comput. Medical Imaging Graph., 2009

Multi-Scale Image Analysis Applied to Radioastronomical Interferometric Data.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Patch Growing: Object segmentation using spatial coherence of local patches.
Proceedings of the Artificial Intelligence Research and Development, 2009

2008
A Novel Breast Tissue Density Classification Methodology.
IEEE Trans. Inf. Technol. Biomed., 2008

Image Correction and Reconstruction for Breast Biopsy.
Proceedings of the Digital Mammography, 2008

Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques.
Proceedings of the Digital Mammography, 2008

2007
Segmentation and description of natural outdoor scenes.
Image Vis. Comput., 2007

False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Breast Skin-Line Segmentation Using Contour Growing.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
A Comparison of Breast Tissue Classification Techniques.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A new approach to the classification of mammographic masses and normal breast tissue.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Automatic classification of breast density.
Proceedings of the 2005 International Conference on Image Processing, 2005

Automatic Classification of Breast Tissue.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Mass Segmentation using a Pattern Matching Approach with a Mutual Information Based Metric.
Proceedings of the Artificial Intelligence Research and Development, 2005

2004
Colour Texture Segmentation by Region-Boundary Cooperation.
Proceedings of the Computer Vision, 2004

2003
Strategies for image segmentation combining region and boundary information.
Pattern Recognit. Lett., 2003

Active regions for colour texture segmentation integrating region and boundary information.
Proceedings of the 2003 International Conference on Image Processing, 2003

Active Region Segmentation of Mammographic Masses Based on Texture, Contour and Shape Features.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Simultaneous surface texture classification and illumination tilt angle prediction.
Proceedings of the British Machine Vision Conference, 2003

2002
Unsupervised Active Regions for Multiresolution Image Segmentation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Yet Another Survey on Image Segmentation: Region and Boundary Information Integration.
Proceedings of the Computer Vision, 2002

Region-Boundary Cooperative Image Segmentation Based on Active Regions.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001
A new approach to outdoor scene description based on learning and top-down segmentation.
Image Vis. Comput., 2001

Development of a Mammographic Analysis System Using Computer Vision Techniques.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

2000
A review on strategies for recognizing natural objects in colour images of outdoor scenes.
Image Vis. Comput., 2000

Friendly Interface for Objects Selection in a Robotized Kitchen.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

A Concurrent Region Growing Algorithm Guided by Circumscribed Contours.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A New Approach to Segmentation Based on Fusing Circumscribed Contours, Region Growing and Clustering.
Proceedings of the 2000 International Conference on Image Processing, 2000

Use of Decision Trees in Colour Feature Selection. Application to Object Recognition in Outdoor Scenes.
Proceedings of the 2000 International Conference on Image Processing, 2000


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