Domenec Puig

Orcid: 0000-0002-0562-4205

Affiliations:
  • Rovira i Virgili University (URV), Department of Computer Science and Mathematics, Spain


According to our database1, Domenec Puig authored at least 216 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction.
IEEE J. Biomed. Health Informatics, March, 2024

FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning.
Expert Syst. Appl., March, 2024

Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging.
Int. J. Imaging Syst. Technol., January, 2024

A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.
CoRR, 2024

2023
Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach.
Comput., October, 2023

Fetal brain tissue annotation and segmentation challenge results.
Medical Image Anal., August, 2023

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023

Implicit regularization of a deep augmented neural network model for human motion prediction.
Appl. Intell., July, 2023

Deep Monocular Depth Estimation Based on Content and Contextual Features.
Sensors, March, 2023

GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network.
Neurocomputing, 2023

Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models.
CoRR, 2023

Invariance measures for neural networks.
Appl. Soft Comput., 2023

T-YOLO: Tiny Vehicle Detection Based on YOLO and Multi-Scale Convolutional Neural Networks.
IEEE Access, 2023

Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks.
Proceedings of the Computer Information Systems and Industrial Management, 2023

Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation.
Proceedings of the Artificial Intelligence Research and Development, 2023

2022
Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics.
Entropy, December, 2022

Monocular Depth Estimation Using Deep Learning: A Review.
Sensors, 2022

Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots.
Neural Comput. Appl., 2022

Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting.
Neural Comput. Appl., 2022

An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints.
Entropy, 2022

Fetal Brain Tissue Annotation and Segmentation Challenge Results.
CoRR, 2022

Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge.
Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images.
Proceedings of the Computer Information Systems and Industrial Management, 2022

Predicting Personalized Quality of Life of an Intellectually Disabled Person Utilizing Machine Learning.
Proceedings of the Artificial Intelligence Research and Development, 2022

Analyzing the Reliability of Different Machine Radiomics Features Considering Various Segmentation Approaches in Lung Cancer CT Images.
Proceedings of the Artificial Intelligence Research and Development, 2022

A Curated Dataset for Crack Image Analysis: Experimental Verification and Future Perspectives.
Proceedings of the Artificial Intelligence Research and Development, 2022

Towards Cross-Sites Generalization for Prostate MRI Segmentation to Unseen Data.
Proceedings of the Artificial Intelligence Research and Development, 2022

Transformer-Based Radiomics for Predicting Breast Tumor Malignancy Score in Ultrasonography.
Proceedings of the Artificial Intelligence Research and Development, 2022

Breast Tumor Classification in Digital Tomosynthesis Based on Deep Learning Radiomics.
Proceedings of the Artificial Intelligence Research and Development, 2022

Referenceless Image Quality Assessment Utilizing Deep Transfer-Learned Features.
Proceedings of the Artificial Intelligence Research and Development, 2022

Effective Deep Learning-Based Ensemble Model for Road Crack Detection.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Efficient Multi-Organ Multi-Center Cell Nuclei Segmentation Method Based on Deep Learnable Aggregation Network.
Traitement du Signal, 2021

Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity.
IEEE Trans. Affect. Comput., 2021

Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs.
Int. J. Interact. Multim. Artif. Intell., 2021

SLSNet: Skin lesion segmentation using a lightweight generative adversarial network.
Expert Syst. Appl., 2021

A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images.
Expert Syst. Appl., 2021

GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network.
CoRR, 2021

AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation.
CoRR, 2021

Multi-disease, Multi-view and Multi-center Right Ventricular Segmentation in Cardiac MRI Using Efficient Late-Ensemble Deep Learning Approach.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2021

Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet.
Proceedings of the Artificial Intelligence Research and Development, 2021

Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches.
Proceedings of the Artificial Intelligence Research and Development, 2021

On Determining Suitable Embedded Devices for Deep Learning Models.
Proceedings of the Artificial Intelligence Research and Development, 2021

Absolute Distance Prediction Based on Deep Learning Object Detection and Monocular Depth Estimation Models.
Proceedings of the Artificial Intelligence Research and Development, 2021

Prostate Cancer Delineation in MRI Images Based on Deep Learning: Quantitative Comparison and Promising Perspective.
Proceedings of the Artificial Intelligence Research and Development, 2021

Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network.
Proceedings of the Artificial Intelligence Research and Development, 2021

Lesion Detection in Breast Tomosynthesis Using Efficient Deep Learning and Data Augmentation Techniques.
Proceedings of the Artificial Intelligence Research and Development, 2021

WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation.
Proceedings of the Artificial Intelligence Research and Development, 2021

No-Reference Digital Image Quality Assessment Based on Structure Similarity.
Proceedings of the Artificial Intelligence Research and Development, 2021

Promising Depth Map Prediction Method from a Single Image Based on Conditional Generative Adversarial Network.
Proceedings of the Artificial Intelligence Research and Development, 2021

2020
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams.
IEEE J. Biomed. Health Informatics, 2020

Adversarial Learning for Depth and Viewpoint Estimation From a Single Image.
IEEE Trans. Circuits Syst. Video Technol., 2020

Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks.
Multim. Tools Appl., 2020

A deep learning interpretable classifier for diabetic retinopathy disease grading.
Neurocomputing, 2020

Machine Learning Based Method for Estimating Energy Losses in Large-Scale Unbalanced Distribution Systems with Photovoltaics.
Int. J. Interact. Multim. Artif. Intell., 2020

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network.
Expert Syst. Appl., 2020

Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework.
Expert Syst. Appl., 2020

Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection.
Comput. Biol. Medicine, 2020

Pectoral Muscle Segmentation in Tomosynthesis Images using Geometry Information and Grey Wolf Optimizer.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Channel-wise Aggregation with Self-correction Mechanism for Multi-center Multi-Organ Nuclei Segmentation in Whole Slide Imaging.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Designing and Analyzing the PID and Fuzzy Control System for an Inverted Pendulum.
Proceedings of the 6th International Conference on Mechatronics and Robotics Engineering, 2020

Using The Feedback of Dynamic Active-Pixel Vision Sensor (Davis) to Prevent Slip in Real Time.
Proceedings of the 6th International Conference on Mechatronics and Robotics Engineering, 2020

2019
Gait representation and recognition from temporal co-occurrence of flow fields.
Mach. Vis. Appl., 2019

Robot Assisted Interventions for Individuals with Intellectual Disabilities: Impact on Users and Caregivers.
Int. J. Soc. Robotics, 2019

Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation.
CoRR, 2019

An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning.
CoRR, 2019

MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network.
CoRR, 2019

Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism.
IEEE Access, 2019

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention.
IEEE Access, 2019

FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

A Modified Self-training Method for Adapting Domains in the Task of Food Classification.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Effective 2D/3D Registration using Curvilinear Saliency Features and Multi-Class SVM.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Stakeholders Acceptance and Expectations of Robot-Assisted Therapy for Children with Autism Spectrum Disorder.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Measuring (in)variances in Convolutional Networks.
Proceedings of the 7th Conference on Cloud Computing & Big Data, 2019

Mass Detection in Mammograms Using a Robust Deep Learning Model.
Proceedings of the Artificial Intelligence Research and Development, 2019

Food Places Classification in Egocentric Images Using Siamese Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2019

MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network.
Proceedings of the Artificial Intelligence Research and Development, 2019

Automated System for Breast Cancer Detection from Electronic Health Records.
Proceedings of the Artificial Intelligence Research and Development, 2019

Assessing the Impact of a Preprocessing Stage on Deep Learning Architectures for Breast Tumor Multi-class Classification with Histopathological Images.
Proceedings of the High Performance Computing - 6th Latin American Conference, 2019

2018
Weighted kappa loss function for multi-class classification of ordinal data in deep learning.
Pattern Recognit. Lett., 2018

Aggregating the temporal coherent descriptors in videos using multiple learning kernel for action recognition.
Pattern Recognit. Lett., 2018

An optimized convolutional neural network with bottleneck and spatial pyramid pooling layers for classification of foods.
Pattern Recognit. Lett., 2018

Design and implementation of a secure and trustworthy platform for privacy-aware video surveillance.
Int. J. Inf. Sec., 2018

Proceedings of the Workshop on Social Robots in Therapy: Focusing on Autonomy and Ethical Challenges.
CoRR, 2018

Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier.
CoRR, 2018

Breast Mass Segmentation and Shape Classification in Mammograms Using Deep Neural Networks.
CoRR, 2018

Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network.
CoRR, 2018

CuisineNet: Food Attributes Classification using Multi-scale Convolution Network.
CoRR, 2018

Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
CoRR, 2018

A Deep Convolutional Neural Network for Lung Cancer Diagnostic.
CoRR, 2018

Efficient wavelet-based artifact removal for electrodermal activity in real-world applications.
Biomed. Signal Process. Control., 2018

Study of Obstacle Avoidance Strategies for Efficient Autonomous Navigation of Wheeled Robots in Unknown Environments.
Proceedings of the Advances in Physical Agents, 2018

Instant Measurement of the Difficulty Level of Exergames with Simple Uni-dimensional Level Goals for Cerebral Palsy Players.
Proceedings of the Serious Games - 4th Joint International Conference, 2018

Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Comparative Study of the Behavior of Feature Reduction Methods in Person Re-identification Task.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network.
Proceedings of the Artificial Intelligence Research and Development, 2018

CuisineNet: Food Attributes Classification Using Multi-Scale Convolution Network.
Proceedings of the Artificial Intelligence Research and Development, 2018

On Improving Breast Density Segmentation Using Conditional Generative Adversarial Networks.
Proceedings of the Artificial Intelligence Research and Development, 2018

Brain MR Image Segmentation Using Multiphase Active Contours Based on Local and Global Fitted Images.
Proceedings of the Artificial Intelligence Research and Development, 2018

2017
Analyzing the evolution of breast tumors through flow fields and strain tensors.
Pattern Recognit. Lett., 2017

A Closed-Form Focus Profile Model for Conventional Digital Cameras.
Int. J. Comput. Vis., 2017

A Practical and Highly Optimized Convolutional Neural Network for Classifying Traffic Signs in Real-Time.
Int. J. Comput. Vis., 2017

Breast tumor classification in ultrasound images using texture analysis and super-resolution methods.
Eng. Appl. Artif. Intell., 2017

Studying Stability of Different Convolutional Neural Networks Against Additive Noise.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Explaining Adversarial Examples by Local Properties of Convolutional Neural Networks.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Increasing the Stability of CNNs using a Denoising Layer Regularized by Local Lipschitz Constant in Road Understanding Problems.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Automatic Characterization of Phase Resetting Controllers for Quick Balance Recovery During Biped Locomotion.
Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Effectiveness of socially assistive robotics during cognitive stimulation interventions: Impact on caregivers.
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

FoodPlaces: Learning Deep Features for Food Related Scene Understanding.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

Improving the Performance of Diabetic Retinopathy Computer-Aided Diagnosis Systems Using an Ensemble of Texture Analysis Methods.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

Image Segmentation Using Active Contours Driven by Bias Fitted Image Robust to Intensity Inhomogeneity.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

Feature Learning for Breast Tumour Classification Using Bio-Inspired Optimization Algorithms.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

2016
A practical approach for detection and classification of traffic signs using Convolutional Neural Networks.
Robotics Auton. Syst., 2016

Defeating face de-identification methods based on DCT-block scrambling.
Mach. Vis. Appl., 2016

Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.
J. Exp. Theor. Artif. Intell., 2016

Towards cost reduction of breast cancer diagnosis using mammography texture analysis.
J. Exp. Theor. Artif. Intell., 2016

Understanding trust in privacy-aware video surveillance systems.
Int. J. Inf. Sec., 2016

Automatic nipple detection in breast thermograms.
Expert Syst. Appl., 2016

Temporal mammogram image registration using optimized curvilinear coordinates.
Comput. Methods Programs Biomed., 2016

A novel wavelet seismic denoising method using type II fuzzy.
Appl. Soft Comput., 2016

Exploiting the Kinematic of the Trajectories of the Local Descriptors to Improve Human Action Recognition.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Combining Contextual and Modal Action Information into a Weighted Multikernel SVM for Human Action Recognition.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Analyzing the Stability of Convolutional Neural Networks against Image Degradation.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

MuDERI: Multimodal Database for Emotion Recognition Among Intellectually Disabled Individuals.
Proceedings of the Social Robotics - 8th International Conference, 2016

Classification of foods by transferring knowledge from ImageNet dataset.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Analysis of Temporal Coherence in Videos for Action Recognition.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Training a Mentee Network by Transferring Knowledge from a Mentor Network.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Fusing Convolutional Neural Networks with a Restoration Network for Increasing Accuracy and Stability.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Diabetic Retinopathy Detection Through Image Analysis Using Deep Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2016

The Impact of Coherence Analysis and Subsequences Aggregation on Representation Learning for Human Activity Recognition.
Proceedings of the Artificial Intelligence Research and Development, 2016

Classification of Foods Using Spatial Pyramid Convolutional Neural Network.
Proceedings of the Artificial Intelligence Research and Development, 2016

Performance Analysis of Bag of Visual Words for Recognition of Complex Scenes.
Proceedings of the Artificial Intelligence Research and Development, 2016

Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals.
Proceedings of the Artificial Intelligence Research and Development, 2016

Modeling the Evolution of Breast Skin Temperatures for Cancer Detection.
Proceedings of the Artificial Intelligence Research and Development, 2016

2015
Deterministic phase resetting with predefined response time for CPG networks based on Matsuoka's oscillator.
Robotics Auton. Syst., 2015

A k-anonymous approach to privacy preserving collaborative filtering.
J. Comput. Syst. Sci., 2015

Efficient Focus Sampling Through Depth-of-Field Calibration.
Int. J. Comput. Vis., 2015

Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern.
Expert Syst. Appl., 2015

Focus-aided scene segmentation.
Comput. Vis. Image Underst., 2015

Analyzing Stability of Convolutional Neural Networks in the Frequency Domain.
CoRR, 2015

Using Action Objects Contextual Information for a Multichannel SVM in an Action Recognition Approach based on Bag of Visual Words.
Proceedings of the VISAPP 2015, 2015

Multiphase Region-based Active Contours for Semi-automatic Segmentation of Brain MRI Images.
Proceedings of the VISAPP 2015, 2015

Traffic Sign Recognition Using Visual Attributes and Bayesian Network.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015

A Unified Framework for Coarse-to-Fine Recognition of Traffic Signs using Bayesian Network and Visual Attributes.
Proceedings of the VISAPP 2015, 2015

Breast Tissue Characterization in X-Ray and Ultrasound Images using Fuzzy Local Directional Patterns and Support Vector Machines.
Proceedings of the VISAPP 2015, 2015

A Case Study of Robot Interaction Among Individuals with Profound and Multiple Learning Disabilities.
Proceedings of the Social Robotics - 7th International Conference, 2015

A Comparison of Robot Interaction with Tactile Gaming Console Stimulation in Clinical Applications.
Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

Recognizing Traffic Signs Using a Practical Deep Neural Network.
Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

A deep convolutional neural network for recognizing foods.
Proceedings of the Eighth International Conference on Machine Vision, 2015

Weighting video information into a multikernel SVM for human action recognition.
Proceedings of the Eighth International Conference on Machine Vision, 2015

An unsupervised method for summarizing egocentric sport videos.
Proceedings of the Eighth International Conference on Machine Vision, 2015

Toward an optimal convolutional neural network for traffic sign recognition.
Proceedings of the Eighth International Conference on Machine Vision, 2015

GAME-ABLING: Platform of Games for People with Cerebral Palsy.
Proceedings of the European Project Space on Computer Vision, 2015

Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2015

Automatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis.
Proceedings of the Artificial Intelligence Research and Development, 2015

Analysis of the evolution of breast tumours using strain tensors.
Proceedings of the Artificial Intelligence Research and Development, 2015

A New One Class Classifier Based on Ensemble of Binary Classifiers.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Illumination-Robust Optical Flow Using a Local Directional Pattern.
IEEE Trans. Circuits Syst. Video Technol., 2014

Breast Masses Identification through Pixel-Based Texture Classification.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

SIFT Texture Description for Understanding Breast Ultrasound Images.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

A Novel Mammography Image Representation Framework with Application to Image Registration.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive Probabilistic Thresholding Method for Accurate Breast Region Segmentation in Mammograms.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms.
Proceedings of the Artificial Intelligence Research and Development, 2014

Improvement of Mass Detection In Breast X-Ray Images Using Texture Analysis Methods.
Proceedings of the Artificial Intelligence Research and Development, 2014

2013
Variational Optical Flow Estimation Based on Stick Tensor Voting.
IEEE Trans. Image Process., 2013

Generation of All-in-Focus Images by Noise-Robust Selective Fusion of Limited Depth-of-Field Images.
IEEE Trans. Image Process., 2013

Full Quadrant Approximations for the Arctangent Function [Tips and Tricks].
IEEE Signal Process. Mag., 2013

Analysis of focus measure operators for shape-from-focus.
Pattern Recognit., 2013

Reliability measure for shape-from-focus.
Image Vis. Comput., 2013

A Probabilistic Approach for Breast Boundary Extraction in Mammograms.
Comput. Math. Methods Medicine, 2013

An Embodied-Simplexity Approach to Design Humanoid Robots Bioinspired by Taekwondo Athletes.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

A Personal Robotic Flying Machine with Vertical Takeoff Controlled by the Human Body Movements.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

Locomotion Control of a Biped Robot through a Feedback CPG Network.
Proceedings of the ROBOT 2013: First Iberian Robotics Conference, 2013

Programming by Demonstration: A Taxonomy of Current Relevant Methods to Teach and Describe New Skills to Robots.
Proceedings of the ROBOT 2013: First Iberian Robotics Conference, 2013

On improving the robustness of variational optical flow against illumination changes.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

On Privacy Preserving Collaborative Filtering: Current Trends, Open Problems, and New Issues.
Proceedings of the IEEE 10th International Conference on e-Business Engineering, 2013

Privacy Preserving Collaborative Filtering with k-Anonymity through Microaggregation.
Proceedings of the IEEE 10th International Conference on e-Business Engineering, 2013

A trustworthy database for privacy-preserving video surveillance.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Selection of Gabor Filters with Choquet Integral for Texture Analysis in Mammogram Images.
Proceedings of the Artificial Intelligence Research and Development, 2013

2012
Improving the robustness of variational optical flow through tensor voting.
Comput. Vis. Image Underst., 2012

Towards a trustworthy privacy in pervasive video surveillance systems.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Supervised Texture Classification Using Optimization Techniques.
Proceedings of the Artificial Intelligence Research and Development, 2012

2011
A new global optimization strategy for coordinated multi-robot exploration: Development and comparative evaluation.
Robotics Auton. Syst., 2011

On Improving the Efficiency of Tensor Voting.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Edge-preserving color image denoising through tensor voting.
Comput. Vis. Image Underst., 2011

Unsupervised texture-based image segmentation through pattern discovery.
Comput. Vis. Image Underst., 2011

Shape-based image segmentation through photometric stereo.
Comput. Vis. Image Underst., 2011

Automatic Estimation of the Number of Deformation Modes in Non-rigid SfM with Missing Data.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

On improving the robustness of differential optical flow.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Application-independent feature selection for texture classification.
Pattern Recognit., 2010

Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.
Pattern Recognit., 2010

Improving Shape-from-Focus by Compensating for Image Magnification Shift.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Robust Color Image Segmentation through Tensor Voting.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On Adapting Pixel-based Classification to Unsupervised Texture Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
A new methodology for evaluation of edge detectors.
Proceedings of the International Conference on Image Processing, 2009

Robust color edge detection through tensor voting.
Proceedings of the International Conference on Image Processing, 2009

Gabor-based texture classification through efficient prototype selection via normalized cut.
Proceedings of the International Conference on Image Processing, 2009

On Adapting the Tensor Voting Framework to Robust Color Image Denoising.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Efficient distance-based per-pixel texture classification with Gabor wavelet filters.
Pattern Anal. Appl., 2008

2007
Supervised texture classification by integration of multiple texture methods and evaluation windows.
Image Vis. Comput., 2007

Pixel-Based Texture Classification by Integration of Multiple Feature Extraction Methods Evaluated over Multisized Windows.
Int. J. Pattern Recognit. Artif. Intell., 2007

Graph-Based Perceptual Segmentation of Stereo Vision 3D Images at Multiple Abstraction Levels.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Automatic texture feature selection for image pixel classification.
Pattern Recognit., 2006

2005
Automatic Selection of Multiple Texture Feature Extraction Methods for Texture Pattern Classification.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2003
Pixel classification through divergence-based integration of texture methods with conflict resolution.
Proceedings of the 2003 International Conference on Image Processing, 2003

Pixel-Based Texture Classification by Integration of Multiple Texture Feature Evaluation Windows.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Pixel Classification by Divergence-Based Integration of Multiple Texture Methods and Its Application to Fabric Defect Detection.
Proceedings of the Pattern Recognition, 2003

Robust Aggregation of Expert Opinions Based on Conflict Analysis and Resolution.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
Improving Texture Pattern Recognition by Integration of Multiple Texture Feature Extraction Methods.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Recognizing specific texture patterns by integration of multiple texture methods.
Proceedings of the 2002 International Conference on Image Processing, 2002


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