Lecture Notes in Computer Science
Extended version
2023
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"Robust deep learning-based approach for retinal layer segmentation in optical coherence tomography images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
13789,
427–434,
Las Palmas de Gran Canaria, Spain,
2023.
[Abstract] [PDF] [+Info.]
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"Performance analysis of GAN approaches in the portable chest X-ray synthetic image generation for COVID-19 screening",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
13789,
403 - 410,
Las Palmas de Gran Canaria, Spain,
2023.
[Abstract] [PDF] [+Info.]
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"Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
13789,
395–402,
Las Palmas de Gran Canaria, Spain,
2023.
[PDF] [+Info.] -
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"Impact of increased centerline weight on the joint segmentation and classification of arteries and veins in color fundus images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
Las Palmas de Gran Canaria, Spain,
2023.
[PDF] [+Info.] -
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"Deep Features-based approaches for Phytoplankton Classification in Microscopy Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
Las Palmas de Gran Canaria, Spain,
2023.
[PDF] [+Info.] -
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"Clinical decision support tool for the identification of pathological structures associated with age-related macular degeneration",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2022,
13789,
411–418,
Las Palmas de Gran Canaria, Spain,
2023.
[Abstract] [PDF] [+Info.]
2022
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"High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks",
21st International Conference on Image Analysis and Processing - ICIAP 2021,
13231,
210-220,
Lecce, Italy,
May 2022.
[Abstract] [PDF] [+Info.]
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"Improving AMD diagnosis by the simultaneous identification of associated retinal lesions",
21st International Conference on Image Analysis and Processing - ICIAP 2021,
13231,
148–159,
Lecce, Italy,
May 2022.
[Abstract] [PDF] [+Info.]
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"Unsupervised deformable image registration in a landmark scarcity scenario: choroid OCTA",
21st International Conference on Image Analysis and Processing - ICIAP 2021,
13231,
89-99,
Lecce, Italy,
May 2022.
[Abstract] [PDF] [+Info.]
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"Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices",
21st International Conference on Image Analysis and Processing - ICIAP 2021,
13231,
65–76,
Lecce, Italy,
May 2022.
[Abstract] [PDF] [+Info.]
2020
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,
"Unsupervised anomaly map for image-based screening",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019,
12014,
239-246,
2020.
[PDF] -
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"Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019,
12014,
289-296,
Las Palmas de Gran Canaria - Spain,
2020.
[Abstract] [PDF]
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"Impact of the Circular Region of Interest on the Multimodal Reconstruction of Retinal Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019,
1204,
222-230,
Las Palmas de Gran Canaria, Spain,
2020.
[Abstract] [PDF] [+Info.]
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"Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019,
12014,
270-278,
Las Palmas de Gran Canaria, Spain,
2020.
[Abstract] [PDF] [+Info.]
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"Automatic identification of Diabetic Macular Edema biomarkers using Optical Coherence Tomography scans",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019,
12014,
247-255,
Las Palmas de Gran Canaria, Spain,
2020.
[Abstract] [PDF] [+Info.]
2018
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,
"Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2017.,
10672,
306--313,
Las Palmas de Gran Canaria - Spain,
2018.
[Abstract] [PDF] [+Info.]
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"Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction",
MICCAI'18 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention,
11070,
321-328,
Granada, Spain,
September 2018.
[Abstract] [PDF] [+Info.]
2017
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,
"Automatic Detection of Blood Vessels in Retinal OCT Images",
Lecture Notes in Computer Science: Biomedical Applications Based on Natural and Artificial Computing,
10338,
3-10,
A Coruña - Spain,
June 2017.
[Abstract] [PDF] [+Info.]
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"Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns",
Lecture Notes in Computer Science: Advances in Computational Intelligence,
10305,
222-235,
Cádiz - Spain,
June 2017.
[Abstract] [PDF]
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"Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images",
Lecture Notes in Computer Science: Image Analysis and Processing - ICIAP 2017,
10484,
456-466,
Catania, Italia,
September 2017.
[Abstract] [PDF]
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"Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography ",
Lecture Notes in Artificial Intelligence: Artificial Intelligence in Medicine,
10259,
305-315,
Viena - Austria,
June 2017.
[Abstract] [PDF] [+Info.]
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"Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-based Approach",
Lecture Notes in Computer Science: Image Analysis and Processing - ICIAP 2017,
10484,
422-432,
Catania, Italia,
September 2017.
[Abstract] [PDF]
2016
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,
"Central medialness adaptive strategy for 3D lung nodule segmentation in thoracic CT images",
Lecture Notes in Computer Science: Image Analysis and Recognition,
9730,
583-590,
Povoa de Varzim, Portugal,
July 2016.
[+Info.] -
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"3D retinal vessel tree segmentation and reconstruction with OCT images",
Lecture Notes in Computer Science: Image Analysis and Recognition,
9730,
716-726,
Povoa de Varzim, Portugal,
July 2016.
[Abstract] [PDF]
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"Vessel Tree Extraction and Depth Estimation with OCT Images",
Lecture Notes in Artificial Intelligence: Advances in Artificial Intelligence,
9868,
23-33,
Salamanca,
September 2016.
[Abstract] [PDF]
2015
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,
"Automatic Selection of Video Frames for Hyperemia Grading",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2015,
9520,
479 - 486,
2015.
[Abstract] [PDF]
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"Optical Flow based approach for automatic cardiac cycle estimation in ultrasound images of the carotid",
Image Analysis and Recognition, Lecture Notes in Computer Science,
9164,
360-367,
2015.
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"Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound",
Lecture Notes in Artificial Vision: ICAART 2014 - Revised and Extended Papers,
8946,
346-361,
2015.
[Abstract] [PDF]
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"Real-time tear film classification through cost-based feature selection",
Lecture Notes in Computer Science: Transactions on Computational Collective Intelligence XX,
9420,
78-98,
2015.
[Abstract] [PDF] [+Info.]
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"Automatic Eye Blink Detection Using Consumer Web Cameras",
Lecture Notes in Computer Science: Advances in Computational Intelligence (International Work Conference on Artificial Neural Networks, IWANN 2015),
9095,
103-114,
Mallorca, Spain,
June 2015.
[Abstract] [PDF] [+Info.]
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"A novel framework for hyperemia grading based on artificial neural networks",
Lecture Notes in Computer Science: Advances in Computational Intelligence (International Work Conference on Artificial Neural Networks, IWANN 2015),
9094,
263-275,
Palma de Mallorca,
2015.
[Abstract] [PDF]
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"A Texture-based Method for Choroid Segmentation in Retinal EDI-OCT Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2015,
9520,
487-493,
2015.
[Abstract] [PDF] [+Info.]
2014
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"On the automatic normalization of plaque regions in ultrasound images of the carotid",
Lecture Notes in Computer Science: Image Analysis and Recognition (ICIAR'14).,
8815,
177-184,
Vilamoura - Algarve - Portugal,
October 2014.
[Abstract] [PDF] [+Info.]
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"Emergent image segmentation by means of evolved connectionist models and using a topological active net model",
Communications in Computer and Information Science: Agents and Artificial Intelligence, ICAART 2013, Revised Selected Papers,
449,
149-161,
Barcelona, Spain,
2014.
[Abstract] [PDF] [+Info.]
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"Reliable lung segmentation methodology by including juxtapleural nodules",
Lecture Notes in Computer Science: Image Analysis and Recognition (ICIAR'14).,
8815,
227-235,
Vilamoura - Algarve - Portugal,
October 2014.
[Abstract] [PDF] [+Info.]
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"Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages
",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 2014),
8815 (Part II),
337-349,
Vilamoura, Portugal,
October 2014.
[Abstract] [PDF] [+Info.]
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"Computer aided hearing assessment: detection of eye gesture reactions as a response to the sound",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 2014),
8815 (Part II),
39-47,
Vilamoura, Portugal,
October 2014.
[Abstract] [PDF] [+Info.]
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"Evaluation of class binarization and feature selection in tear film classification using TOPSIS",
Communications in Computer and Information Science: Agents and Artificial Intelligence, Revised Selected Papers ICAART 2013,
449,
179-193,
2014.
[Abstract] [PDF] [+Info.]
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"Automatic Tear Film Segmentation Based on Texture Analysis and Region Growing",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 2014),
8815 (Part II),
185-192,
Vilamoura, Portugal ,
October 2014.
[Abstract] [PDF] [+Info.]
2013
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"Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes",
Lecture Notes in Computer Science (IbPRIA 2013),
7887,
366-373,
Madeira, Portugal,
2013.
[Abstract] [PDF] [+Info.]
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"Break-up analysis of the tear film based on time, location, size and shape of the rupture area",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 13),
7950,
695-702,
Povoa de Varzim, Portugal,
2013.
[Abstract] [PDF] [+Info.]
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"Automatic Eye Gesture Recognition in audiometries for patients with cognitive decline ",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 13),
7950,
27-34,
PĂłvoa de Varzim, Portugal,
2013.
[Abstract] [PDF] [+Info.]
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"Colour Texture Segmentation of Tear Film Lipid Layer Images",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2013,
8112,
140-147,
2013.
[Abstract] [PDF] [+Info.]
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"Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2013,
8112,
133-139,
Las Palmas, Spain,
2013.
[Abstract] [PDF] [+Info.]
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"Trajectory Similarity Measures using Minimal Paths",
Lecture Notes in Computer Science (ICIAP),
8156,
400-409,
Naples, Italy,
2013.
[Abstract] [PDF] [+Info.]
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"Cost Function Selection for a Graph-based Segmentation in OCT Retinal Images
",
LNCS: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2013,
8112,
125-132,
Las Palmas, Spain,
2013.
[Abstract] [PDF] [+Info.]
2012
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"The significance of the vessel registration for a reliable computation of arteriovenous ratio",
LNCS:Image Analysis and Recognition (ICIAR 2012),
7325,
347-354,
Aveiro, Portugal,
2012.
[Abstract] [PDF]
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"Contextual and Skin Color Region Information for Face and Arms Location
",
LNCS: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2011,
6927,
616-623,
2012.
[Abstract] [PDF] [+Info.]
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"Precise Segmentation of the Optic Disc in Retinal Fundus Images",
LNCS: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2011,
6927,
584-591,
2012.
[Abstract] [+Info.]
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,
,
"On the Confluence of the Graphic Calculus with Penrose Diagrams (I)",
LNCS: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2011,
6927,
169-176,
Las Palmas de Gran Canaria (Spain),
2012.
[Abstract] [+Info.]
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"Fast Segmentation of Retinal Blood Vessels using a Deformable Contour Model",
LNCS:Image Analysis and Recognition (ICIAR 2012),
7325,
355-362 ,
Aveiro,
2012.
[PDF]
2011
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"Texture and color analysis for the automatic classification of the eye lipid layer
",
Lecture Notes in Computer Science: Advances in Computational Intelligence (International Work Conference on Artificial Neural Networks, IWANN 2011),
6692,
66-73,
2011.
[Abstract] [PDF] [+Info.]
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,
,
"Differential Evolution Optimization of 3D Topological Active Volumes",
LNCS: Advances in Computational Intelligence (International Work-Conference on Artificial Neural Networks-IWANN 2011),
6691,
282-290,
Torremolinos, España,
2011.
[Abstract] [PDF] [+Info.]
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,
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"Solving Multiple-Target Tracking Using Adaptive Filters",
Lecture Notes in Computer Science (ICIAR 2011),
6753,
416-425,
Burnaby, BC, Canada,
2011.
[Abstract] [+Info.]
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"Optimization of Topological Active Nets with Differential Evolution
",
Lecture Notes in Computer Science: Adaptive and Natural Computing Algorithms(ICANNGA 2011),
6593,
350--360,
Ljubljana, Slovenia,
2011.
[Abstract] [PDF] [+Info.]
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,
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"Path analysis in multiple-target video sequences",
Lecture Notes in Computer Science (ICIAP 2011) ,
6979,
50-59,
Ravenna, Italy,
2011.
[Abstract] [PDF]
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"Fully automatic methodology for human action recognition incorporating dynamic information",
Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications,
LNCS 7042,
173-180,
Chile,
November 2011.
[Abstract] [PDF] [+Info.]
2010
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,
"Using retinex image enhancement to improve the Artery/Vein classification in retinal images
",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR),
6112,
50-59,
2010.
[Abstract] [PDF] [+Info.]
-
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,
,
,
"Color texture analysis for tear film classification: a preliminary study",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 2010),
6112,
388-397,
PĂłvoa de Varzim, Portugal,
2010.
[Abstract] [PDF] [+Info.]
-
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,
,
"Color video segmentation by dissimilarity based on edges",
Lecture Notes in Artificial Intelligence,
6077,
264-271,
San Sebastián, España,
2010.
[Abstract] [PDF] [+Info.]
-
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,
,
"Directional Gaze Analysis in Webcam Video Sequences",
Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR),
6112,
316-324,
PĂłvoa de Varzim, Portugal,
2010.
[+Info.]
2009
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,
,
"Genetic Approaches for the Automatic Division of Topological Active Volumes",
LNCS: Bioinspired Applications in Artificial and Natural Computation,
5602,
20-29,
Santiago de Compostela, España,
2009.
[Abstract] [PDF] [+Info.]
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,
,
"Automatic Drusen Detection from Digital Retinal Images: AMD Prevention",
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2009,
5717,
187-194,
2009.
[Abstract] [PDF] [+Info.]
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"Characterisation of Feature Points in Eye Fundus Images",
LNCS: Iberoamerican Conference on Pattern Recognition (CIARP),
5856,
449-456,
2009.
[Abstract] [PDF] [+Info.]
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,
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"Characterisation of retinal feature points applied to a biometric system",
Lecture Notes in Computer Science: International Conference on Image Analysis and Processing (ICIAP 2009),
5716,
355-363,
Vietri sul Mare, Italia,
September 2009.
[Abstract] [PDF] [+Info.]
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,
,
"Vascular landmark detection in retinal images",
LNCS: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2009,
5717,
211-217,
2009.
[Abstract] [PDF] [+Info.]
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,
,
"On the quantitative estimation of short-term aging in human faces
",
15th International Conference on Image Analysis and Processing (ICIAP),
LNCS 5716,
575-584,
2009.
[Abstract] [PDF] [+Info.]
2008
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,
,
,
"Similarity Metrics Analysis for Feature Point
Based Retinal Authentication",
Lecture Notes in Computer Science: Image Analysis and Recognition.,
5112,
1023-1032,
2008.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Handling topological changes in the Topological Active Volumes model
",
Lecture Notes in Computer Science: Image Analysis and Recognition.,
5112,
122-131,
2008.
[Abstract] [PDF] [+Info.]
-
,
,
,
"Optic disc segmentation by means of GA-Optimized Topological Active Nets",
Lecture Notes in Computer Science: Image Analysis and Recognition.,
5112,
807-816,
Povoa de Varzim, Portugal.,
2008.
[Abstract] [PDF] [+Info.]
-
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,
,
"Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation using a Deformable Contour Model",
LNCS, 13th Iberoamerican Congress in Pattern Recognition, CIARP,
5197,
683-690,
2008.
[Abstract] [PDF] [+Info.]
2007
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,
,
,
,
"Automatic Topological Active Net Division in a Genetic-Greedy Hybrid Approach",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis,
4478,
226-233,
2007.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
,
"Certified genetic algorithms: crossover operators for permutations",
Lecture Notes in Computer Science,
4739,
282-289,
February 2007.
-
,
,
,
,
"Genetic-Greedy Hybrid Approach for Topological Active Nets Optimization",
Lecture Notes in Computer Science: Adaptive and Natural Computing Algorithms,
4431,
202-210,
2007.
[Abstract] [PDF]
-
,
,
,
,
,
"Certainty Measure of Pairwise Line Segment Perceptual Relations using Fuzzy Logic",
LNCS, Progress in Pattern Recognition, Image Analysis and Applications,
4756,
477-486,
2007.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"A Snake for Retinal Vessel Segmentation",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis. ,
4478,
178-185,
2007.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Efficient combination of the fuzzy Hough transform and the Burns segment detector",
Lecture Notes in Computer Science (selected papers EUROCAST'07),
4739,
733-739,
2007.
[Abstract] [PDF] [+Info.]
2006
-
,
,
,
,
,
"Localization and extraction of the Optic Disc using the Fuzzy Circular Hough Transform",
Lecture Notes Artificial Intelligence: Artificial Intelligence and Soft Computing ,
4029,
713-721,
2006.
[PDF] [+Info.] -
,
,
,
,
"TopolĂłgical Active Nets Optimization Using Genetic Algorithms",
Lecture Notes in Computer Science: Image Analysis and Recognition,
4141,
272-282,
2006.
[Abstract] [PDF] [+Info.]
2005
-
,
,
,
"Retinal Based Authentication via Distributed Web Application",
Lecture Notes in Computer Science,
3643,
386-391,
2005.
[Abstract] [PDF] [+Info.]
-
,
,
,
"On the Automatic 2D Retinal Vessel Extraction",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis,
3687(1),
165-173,
2005.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Conversion into Three-dimensional Implicit Surface Representation from Topological Active Volumes based Segmentation",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis,
3522(1),
60-68,
2005.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Segment extraction using Burns principles in a pseudo-color fuzzy Hough transform",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis,
3523(2),
175-182,
2005.
[Abstract] [PDF] [+Info.]
2004
-
,
,
,
,
,
"Comparative Frameworks for Directional Primitive Extraction ",
Lecture Notes in Computer Science: Image Analysis and Recognition,
3211,
212-219,
2004.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
,
,
"Automatic Extraction of the Retina AV Index ",
Lecture Notes in Computer Science: Image Analysis and Recognition,
3212,
132-140,
2004.
[+Info.] -
,
,
"3D Object Surface Reconstruction Using Growing Self-organised Networks",
Lecture Notes in Computer Science: Progress in Pattern Recognition, Image Analysis and Applications,
3287,
163-170,
2004.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Significant Perceptual Regions by Active-Nets ",
Lecture Notes in Computer Science: Image Analysis and Recognition,
3211,
795-802,
2004.
[Abstract] [PDF] [+Info.]
-
,
,
"Topological Active Volumes for Segmentation and Shape Reconstruction of Medical Images ",
Lecture Notes in Computer Science: Image Analysis and Recognition,
3212,
43-50,
2004.
[Abstract] [PDF] [+Info.]
2003
-
,
,
,
,
"Topological Active Volumes ",
Lecture Notes in Computer Science: Computer Analysis of Images and Patterns,
2756,
337-344,
2003.
[Abstract] [PDF] [+Info.]
-
,
,
,
,
"Retinal Angiography Based Authentication ",
Lecture Notes in Computer Science: Progress in Pattern Recognition, Speech and Image Analysis,
2905,
306-313,
2003.
[Abstract] [PDF] [+Info.]
-
,
,
,
"Perceptual organization of directional primitives using a pseudo-color Hough transform",
Lecture Notes in Computer Science,
2749,
893-899,
2003.
[Abstract] [PDF] [+Info.]
-
,
,
,
"Design of a medical application using XML based data interchange ",
Lecture Notes in Computer Science: Computer Aided Systems Theory,
2809,
253-263,
2003.
[Abstract] [PDF] [+Info.]
-
,
,
,
"Gabor Wavelests and Auto-organised Structures for directional primitive extraction ",
Lecture Notes in Computer Science: Pattern Recognition and Image Analysis,
2652,
722-732,
2003.
[Abstract] [PDF] [+Info.]
1993
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,
,
,
,
"CT Image Segmentation by Self-Organizing Learning ",
en Mira, J.; Cabestany, J. Y Prieto, A. (eds), Lecture Notes in Computer Science, New Trends in Neural Computation, Springer-Verlag, BerlĂn,
689,
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