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9th IbPRIA 2019: Madrid, Spain
- Aythami Morales, Julian Fiérrez, José Salvador Sánchez, Bernardete Ribeiro:
Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11867, Springer 2019, ISBN 978-3-030-31331-9
Best Ranked Papers
- Isabel Rio-Torto
, Kelwin Fernandes, Luís F. Teixeira
Towards a Joint Approach to Produce Decisions and Explanations Using CNNs. 3-15 - Álvaro Peris, Francisco Casacuberta:
Interactive-Predictive Neural Multimodal Systems. 16-28 - José Mena
Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. 29-40 - Michal Byra, Tomasz Sznajder, Danijel Korzinek
Impact of Ultrasound Image Reconstruction Method on Breast Lesion Classification with Deep Learning. 41-52 - Hemaxi Narotamo
Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. 53-64 - Eduardo Aguilar
Food Recognition by Integrating Local and Flat Classifiers. 65-74
Machine Learning
- Nadjia Khatir
Combining Online Clustering and Rank Pooling Dynamics for Action Proposals. 77-88 - Ezgi Demircan-Tureyen
On the Direction Guidance in Structure Tensor Total Variation Based Denoising. 89-100 - Stéphane Vujasinovic
Impact of Fused Visible-Infrared Video Streams on Visual Tracking. 101-112 - Jorge M. Arevalillo
Model Based Recursive Partitioning for Customized Price Optimization Analytics. 113-124 - Wilson Sakpere
3D Reconstruction of Archaeological Pottery from Its Point Cloud. 125-136 - Alejandro de la Calle, Javier Tovar, Emilio J. Almazán:
Geometric Interpretation of CNNs' Last Layer. 137-147 - Matías Valdés, Marcelo Fiori:
Re-Weighted ℓ _1 Algorithms within the Lagrange Duality Framework - Bringing Interpretability to Weights. 148-160 - Manuel Guillermo Forero
A Note on Gradient-Based Intensity Normalization. 161-169 - Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi:
Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection. 170-181 - Irene Unceta
Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. 182-193 - João Antunes, Alexandre Bernardino
Weighted Multisource Tradaboost. 194-205 - Billy Peralta
A Proposal of Neural Networks with Intermediate Outputs. 206-215 - V. M. González-Barcenas, Eréndira Rendón
Addressing the Big Data Multi-class Imbalance Problem with Oversampling and Deep Learning Neural Networks. 216-224 - André Brandão, Pedro Pires, Petia Georgieva
Reinforcement Learning and Neuroevolution in Flappy Bird Game. 225-236
Pattern Recognition
- Ana Portêlo, Andrea Cavallaro, Catarina Barata
Description and Recognition of Activity Patterns Using Sparse Vector Fields. 239-248 - Vicente García
Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure. 249-256 - Aurora L. R. Martins
Modified DBSCAN Algorithm for Microscopic Image Analysis of Wood. 257-269 - Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy
Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation. 270-278 - Pedro Pina
Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets. 279-288 - Fabian Torres Robles
Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization. 289-301 - Vanessa Buhrmester
Evaluating the Impact of Color Information in Deep Neural Networks. 302-316 - Carlos Sánchez
Diatom Classification Including Morphological Adaptations Using CNNs. 317-328 - Roberto Arroyo, Javier Tovar, Francisco J. Delgado, Emilio J. Almazán, Diego G. Serrador, Antonio Hurtado:
Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding. 329-341 - Jesús Ruiz-Santaquiteria
Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation. 342-354 - Pedro H. Carvalho, Sílvia Bessa
Estimation of Sulfonamides Concentration in Water Based on Digital Colourimetry. 355-366 - Angel D. Ruiz, Juan S. Mejía, Juan M. López, Beatriz F. Giraldo:
Characterization of Cardiac and Respiratory System of Healthy Subjects in Supine and Sitting Position. 367-377 - Diego F. Salazar-D'Antonio
Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques. 378-385 - Eduardo Gutiérrez-Maestro
Collision Anticipation via Deep Reinforcement Learning for Visual Navigation. 386-397 - Ricardo Franco-Ceballos
Spectral Band Subset Selection for Discrimination of Healthy Skin and Cutaneous Leishmanial Ulcers. 398-408 - Manisha Saini, Seba Susan
Data Augmentation of Minority Class with Transfer Learning for Classification of Imbalanced Breast Cancer Dataset Using Inception-V3. 409-420
Image Processing and Representation
- Gemma Rotger, Francesc Moreno-Noguer, Felipe Lumbreras, Antonio Agudo:
Single View Facial Hair 3D Reconstruction. 423-436 - Carlos Orrite, Elías Herrero
From Features to Attribute Graphs for Point Set Registration. 437-448 - Iago Suárez
BELID: Boosted Efficient Local Image Descriptor. 449-460 - Saber Sarbazvatan
A Novel Graph-Based Approach for Seriation of Mouse Brain Cross-Section from Images. 461-471 - Shivam Pande
Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification. 472-484 - Antonio Javier Gallego
Multi-label Logo Classification Using Convolutional Neural Networks. 485-497 - Juan Pedro Torres
Non-destructively Prediction of Quality Parameters of Dry-Cured Iberian Ham by Applying Computer Vision and Low-Field MRI. 498-507 - Carlos Rodríguez-Pardo
Personalised Aesthetics with Residual Adapters. 508-520 - Nguyen Huu Phong
An Improvement for Capsule Networks Using Depthwise Separable Convolution. 521-530 - Samee Maharjan:
Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching. 531-542 - Sarder Tazul Islam, Sajib Saha, G. M. Atiqur Rahaman
An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration. 543-552 - Juan Ignacio Forcén, Miguel Pagola, Edurne Barrenechea, Humberto Bustince:
Aggregation of Deep Features for Image Retrieval Based on Object Detection. 553-564 - Ali Mirza, Imran Siddiqi, Syed Ghulam Mustufa, Mazahir Hussain:
Impact of Pre-Processing on Recognition of Cursive Video Text. 565-576 - Carlos A. Jacanamejoy-Jamioy
Image Feature Detection Based on Phase Congruency by Monogenic Filters with New Noise Estimation. 577-588 - Bharat Mamidibathula, Satakarni Amirneni, Sai Shravani Sistla, Niharika Patnam:
Texture Classification Using Capsule Networks. 589-599 - Andrés García-Vanegas
Automatic Vision Based Calibration System for Planar Cable-Driven Parallel Robots. 600-609 - Junesuk Lee
3D Non-rigid Registration of Deformable Object Using GPU. 610-619 - Daniel Canedo
Focus Estimation in Academic Environments Using Computer Vision. 620-628
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