Filiberto Pla

Yuri Knyazikhin

IEEE Geosci. Remote. Sens. Lett., 2014

Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

2013

An User-Driven Tool for Interactive Retrieval of Non Annotated Videos.

[BibT_eX]

[DOI]

Maria Ángeles Mendoza

Tomás Arnau

Isabel Gracía

Nicolas Pérez de la Blanca

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Unsupervised colour image segmentation by low-level perceptual grouping.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2013

Spectral-Spatial Pixel Characterization Using Gabor Filters for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Recurrence Matrices for Human Action Recognition.

[BibT_eX]

Pau Agustí

Proceedings of the VISAPP 2013, 2013

Bag-of-Words for Action Recognition using Random Projections - An Exploratory Study.

[BibT_eX]

Proceedings of the VISAPP 2013, 2013

An Interactive Video Retrieval Approach Based on Latent Topics.

[BibT_eX]

[DOI]

Rubén Fernández-Beltran

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

View Synthesis for Real Scene Visualisation on Autostereoscopic Displays.

[BibT_eX]

[DOI]

Eva Salvador-Balaguer

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Vocabulary Reduction in BoW Representing by Topic Modeling.

[BibT_eX]

[DOI]

Rubén Fernández-Beltran

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Characterizing Actions with Local Descriptors Based on Kinematics and Flow Recurrences.

[BibT_eX]

[DOI]

Pau Agustí

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Filter-Type Variable Selection Based on Information Measures for Regression Tasks.

[BibT_eX]

[DOI]

Entropy, 2012

Non-invasive Melanoma Diagnosis using Multispectral Imaging.

[BibT_eX]

Ianisse Quinzán Suárez

Enrique Boldo

Vicente García Jiménez

Rafael Lozoya

Guillermo Pérez de Lucía

Proceedings of the ICPRAM 2012, 2012

2011

Affine Illumination Compensation on Hyperspectral/Multiangular Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Semi-supervised Probabilistic Relaxation for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

On the Influence of Spatial Information for Hyper-spectral Satellite Imaging Characterization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Feature Selection in Regression Tasks Using Conditional Mutual Information.

[BibT_eX]

[DOI]

Frederick Kin Hing Phoa

José M. Bioucas-Dias

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Semi-supervised Classification by Probabilistic Relaxation.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Exploring Alternative Spatial and Temporal Dense Representations for Action Recognition.

[BibT_eX]

[DOI]

Pau Agustí

Manuel J. Marín-Jiménez

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

Cluster validation using information stability measures.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Supervised feature selection by clustering using conditional mutual information-based distances.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

The application of spectral invariants for discrimination of crops using CHRIS-PROBA data.

[BibT_eX]

[DOI]

Mitchell Schull

Yuri Knyazikhin

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

A Semi-supervised Gaussian Mixture Model for Image Segmentation.

[BibT_eX]

[DOI]

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

A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2010

2009

Generalized least squares-based parametric motion estimation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2009

Scale Analysis of Several Filter Banks for Color Texture Classification.

[BibT_eX]

[DOI]

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

Clustering-Based Feature Selection in Semi-supervised Problems.

[BibT_eX]

[DOI]

Ianisse Quinzán

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Affine Compensation of Illumination in Hyperspectral Remote Sensing Images.

[BibT_eX]

[DOI]

José F. Moreno

Crystal Schaaf

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Textural Features for Hyperspectral Pixel Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Filter Banks for Hyperspectral Pixel Classification of Satellite Images.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2009

Color Image Registration under Illumination Changes.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2009

2008

Non-parametric distance-based classification techniques and their applications.

[BibT_eX]

[DOI]

Petia Radeva

Jordi Vitrià

Pattern Anal. Appl., 2008

Motion Analysis with the Radon Transform on Log-Polar Images.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2008

Log-polar mapping template design: From task-level requirements to geometry parameters.

[BibT_eX]

[DOI]

Image Vis. Comput., 2008

From Narrow to Broad Band Design and Selection in Hyperspectral Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Generalized Least Squares-Based Parametric Motion Estimation Under Non-uniform Illumination Changes.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Learning and Forgetting with Local Information of New Objects.

[BibT_eX]

[DOI]

Fernando Vázquez

Proceedings of the Progress in Pattern Recognition, 2008

Cluster Stability Assessment Based on Theoretic Information Measures.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2008

Unsupervised Image Segmentation based on Texems for Hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 4th European Conference on Colour in Graphics, 2008

Assessment of Affine Transforms for illumination compensation of colour images using a Mixtures of Gaussians model.

[BibT_eX]

[DOI]

Proceedings of the 4th European Conference on Colour in Graphics, 2008

2007

Band Selection in Multispectral Images by Minimization of Dependent Information.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2007

Clustering-Based Hyperspectral Band Selection Using Information Measures.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

Accurate image registration by combining feature-based matching and GLS-based motion estimation.

[BibT_eX]

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Affine Illumination Compensation for Multispectral Images.

[BibT_eX]

[DOI]

Reiner Lenz

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces.

[BibT_eX]

[DOI]

M. Lozano

Elzbieta Pekalska

Robert P. W. Duin

Pattern Recognit., 2006

Complexity reduction in efficient prototype-based classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Fernando Vázquez

Inteligencia Artif., 2006

Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Hyperspectral Data Selection from Mutual Information Between Image Bands.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Clustering-based multispectral band selection using mutual information.

[BibT_eX]

[DOI]

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

Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2006

2005

SmartSpectra: Applying multispectral imaging to industrial environments.

[BibT_eX]

[DOI]

Real Time Imaging, 2005

An iterative region-growing algorithm for motion segmentation and estimation.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2005

Similarity motion estimation and active tracking through spatial-domain projections on log-polar images.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2005

A Stochastic Approach to Wilson's Editing Algorithm.

[BibT_eX]

[DOI]

Fernando Vázquez

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Multispectral Image Segmentation by Energy Minimization for Fruit Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Extracting Motion Features for Visual Human Activity Representation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Illumination Intensity, Object Geometry and Highlights Invariance in Multispectral Imaging.

[BibT_eX]

[DOI]

Arnoud C. Klaren

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Contour-Based Image Registration Using Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Multispectral Image Segmentation for Fruit Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

Efficient nearest neighbor classification with data reduction and fast search algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2004

A Novel Energy Minimization Criterion for Color Image Segmentation.

[BibT_eX]

[DOI]

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

Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule.

[BibT_eX]

[DOI]

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

Unsupervised Band Selection for Multispectral Images using Information Theory.

[BibT_eX]

[DOI]

Arnoud C. Klaren

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

Color Image Segmentation Using Energy Minimization on a Quadtree Representation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003

Dealing with 2D translation estimation in log-polar imagery.

[BibT_eX]

[DOI]

Image Vis. Comput., 2003

Estimating Feature Weights For Distance-Based Classification.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2003

The Log-polar Image Representation in Pattern Recognition Tasks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Multiple Segmentation of Moving Objects by Quasi-simultaneous Parametric Motion Estimation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Reducing Training Sets by NCN-based Exploratory Procedures.

[BibT_eX]

[DOI]

María Teresa Lozano

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Designing the Lattice for Log-Polar Images.

[BibT_eX]

[DOI]

Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

Robust Techniques in Least Squares-Based Motion Estimation Problems.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2003

Using the Geometrical Distribution of Prototypes for Training Set Condensing.

[BibT_eX]

[DOI]

María Teresa Lozano

Proceedings of the Current Topics in Artificial Intelligence, 2003

2002

Advances in Pattern Recognition and Image Analysis - Editorial.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2002

Motion Estimation and Figure-Ground Segmentation Using Log-Polar Images.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Spherical Panoramas for Pan-Tilt Camera Motion Compensation in Space-Variant Images.

[BibT_eX]

[DOI]

Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001

Motion-based segmentation and region tracking in image sequences.

[BibT_eX]

[DOI]

José Miguel Sanchiz Martí

Pattern Recognit., 2001

Segmenting Traffic Scenes from Grey Level and Motion Information.

[BibT_eX]

[DOI]

Miroslaw Bober

Pattern Anal. Appl., 2001

Multiple parametric motion model estimation and segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

An integral automation of industrial fruit and vegetable sorting by machine vision.

[BibT_eX]

[DOI]

José Miguel Sanchiz Martí

Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001

An Optimization Approach for Translational Motion Estimation in Log-Polar Domain.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000

Dealing with segmentation errors in region-based stereo matching.

[BibT_eX]

[DOI]

M. Angeles López

Pattern Recognit., 2000

Using the Dual of Proximity Graphs for Binary Decision Tree Design.

[BibT_eX]

[DOI]

M. C. Herrero

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Using Temporal Integration for Tracking Regions in Traffic Monitoring Sequences.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Feature correspondence and motion recovery in vehicle planar navigation.

[BibT_eX]

[DOI]

Pattern Recognit., 1999

Learning Vector Quantization With Alternative Distance Criteria.

[BibT_eX]

[DOI]

José Miguel Sanchiz Martí

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998

Real-Time Visual Sensing for Task Planning in a Field Navigation Vehicle.

[BibT_eX]

[DOI]

John A. Marchant

Tony Hague

Real Time Imaging, 1998

Improving the k-NCN classification rule through heuristic modifications.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1998

Using Neural Network to Detect Dominat Points in Chain-Coded Contours.

[BibT_eX]

[DOI]

José Manuel Iñesta Quereda

Int. J. Pattern Recognit. Artif. Intell., 1998

Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods.

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 1998

Stereo Vision-Based Obstacle and Free Space Detection in Mobile Robotics.

[BibT_eX]

[DOI]

Alberto Broggi

Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

From the Nearest Neighbour Rule to Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

Robust Region-Based Stereo Vision to Build Environment Maps for Robotics Applications.

[BibT_eX]

[DOI]

M. Angeles López

Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

Applying Computer Vision Techniques to Traffic Monitoring Tasks.

[BibT_eX]

[DOI]

Proceedings of the Methodology and Tools in Knowledge-Based Systems, 1998

A Voronoi-diagram-based approach to oblique decision tree induction.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Segmentation based on region-tracking in image sequences for traffic monitoring.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

On the use of neighbourhood-based non-parametric classifiers.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1997

Prototype selection for the nearest neighbour rule through proximity graphs.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1997

Building perspective models to guide a row crop navigation vehicle.

[BibT_eX]

[DOI]

Image Vis. Comput., 1997

Matching Feature Points in Image Sequences through a Region-Based Method.

[BibT_eX]

[DOI]

John A. Marchant

Comput. Vis. Image Underst., 1997

On the equivalency between decision tree classifiers and the nearest neighbour rule.

[BibT_eX]

[DOI]

Inteligencia Artif., 1997

Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers.

[BibT_eX]

[DOI]

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

Estimating Translation/Deformation Motion through Phase Correlation.

[BibT_eX]

[DOI]

Miroslaw Bober

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

Motion and Intensity-Based Segementation and Its Application to Traffic Monitoring.

[BibT_eX]

[DOI]

Miroslaw Bober

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

A Framework for Feature-Based Motion Recovery in Ground Plane Vehicle Navigation.

[BibT_eX]

[DOI]

John A. Marchant

Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997

1996

Structure from motion techniques applied to crop field mapping.

[BibT_eX]

[DOI]

Image Vis. Comput., 1996

Recognition of Partial Circular Shapes from Segmented Contours.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 1996

A neural network-based algorithm to detect dominant points from the chain-code of a contour.

[BibT_eX]

[DOI]

José Manuel Iñesta Quereda