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ORCID10th IbPRIA 2022: Aveiro, Portugal
- Armando J. Pinho
, Petia Georgieva, Luís F. Teixeira, Joan-Andreu Sánchez:
Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings. Lecture Notes in Computer Science 13256, Springer 2022, ISBN 978-3-031-04880-7
Document Analysis
- Adrian Rosello, Eric Ayllon, Jose J. Valero-Mas, Jorge Calvo-Zaragoza:
Test Sample Selection for Handwriting Recognition Through Language Modeling. 3-13 - Juan José Flores Arellano, José Ramón Prieto, David Garrido, Carlos Alonso, Enrique Vidal:
Classification of Untranscribed Handwritten Notarial Documents by Textual Contents. 14-26 - Salvador Carrión, Francisco Casacuberta:
Incremental Vocabularies in Machine Translation Through Aligned Embedding Projections. 27-40 - Miguel Domingo, Francisco Casacuberta:
An Interactive Machine Translation Framework for Modernizing the Language of Historical Documents. 41-53 - Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira:
From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation. 54-65
Medical Image Processing
- Beatriz Alves, Catarina Barata, Jorge S. Marques:
Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. 69-80 - João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho:
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. 81-94 - José Bastos, Filipe Silva, Petia Georgieva:
Deep Learning for Diagnosis of Alzheimer's Disease with FDG-PET Neuroimaging. 95-107 - Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso:
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes. 108-118 - Diogo Mata, Wilson Silva, Jaime S. Cardoso:
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization. 119-128
Medical Applications
- Ángela Casado-García, Aitor Agirresarobe, Jon Miranda-Apodaca, Jónathan Heras, Usue Pérez-López:
Deep Detection Models for Measuring Epidermal Bladder Cells. 131-142 - Carlos Castorena, Francesc J. Ferri, Maximo Cobos:
On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data. 143-155 - Vladyslav Mosiichuk, Paula Viana, Tiago Oliveira, Luís Rosado:
Automated Adequacy Assessment of Cervical Cytology Samples Using Deep Learning. 156-170 - Daniela Pais, Susana Brás, Raquel Sebastião:
Exploring Alterations in Electrocardiogram During the Postoperative Pain. 171-181 - Bernardo Ramos, Tânia Pereira, Francisco Silva, José Luis Costa, Hélder P. Oliveira:
Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification. 182-191 - Miguel Marques, Catarina da Silva Lourenço, Luís F. Teixeira:
Detection of Epilepsy in EEGs Using Deep Sequence Models - A Comparative Study. 192-203
Biometrics
- Diandre de Paula, Luís A. Alexandre:
Facial Emotion Recognition for Sentiment Analysis of Social Media Data. 207-217 - Miguel Carvalho, Susana Brás:
Heartbeat Selection Based on Outlier Removal. 218-229 - Lara Pereira, Susana Brás, Raquel Sebastião:
Characterization of Emotions Through Facial Electromyogram Signals. 230-241 - Irune Zubiaga, Raquel Justo:
Multimodal Feature Evaluation and Fusion for Emotional Well-Being Monitorization. 242-254 - Ruslan Padnevych, David Carmo, David Semedo, João Magalhães:
Temporal Convolutional Networks for Robust Face Liveness Detection. 255-267
Pattern Recognition and Machine Learning
- Claudio Filipi Goncalves dos Santos, Mateus Roder, Leandro Aparecido Passos, João Paulo Papa:
MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks. 271-282 - Paola Magillo, Lidija Comic:
Transparent Management of Adjacencies in the Cubic Grid. 283-294 - Kashyap Raiyani, Teresa Gonçalves, Luís Rato:
Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning. 295-308 - Jorge Miguel Silva, Diogo Pratas, Tânia Caetano, Sérgio Matos:
Feature-Based Classification of Archaeal Sequences Using Compression-Based Methods. 309-320 - Enrique Mas-Candela, Antonio Ríos-Vila, Jorge Calvo-Zaragoza:
A First Approach to Image Transformation Sequence Retrieval. 321-332 - Ernesto Noya, José-Miguel Benedí, Joan-Andreu Sánchez, Dan Anitei:
Discriminative Learning of Two-Dimensional Probabilistic Context-Free Grammars for Mathematical Expression Recognition and Retrieval. 333-347
Computer Vision
- Marc Marais, Dane Brown:
Golf Swing Sequencing Using Computer Vision. 351-365 - Javier Sáez-Pérez, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza:
Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition. 366-377 - Daniel Canedo, Pedro Fonseca, Petia Georgieva, António J. R. Neves:
An Innovative Vision System for Floor-Cleaning Robots Based on YOLOv5. 378-389 - Sergio Lafuente-Arroyo, Saturnino Maldonado-Bascón, Roberto Javier López-Sastre, Alberto J. Molina-Cantero, Pilar Martín-Martín:
LIDAR Signature Based Node Detection and Classification in Graph Topological Maps for Indoor Navigation. 390-401 - Francisco J. Moreno-Rodríguez, V. Javier Traver, Francisco Barranco, Mariella Dimiccoli, Filiberto Pla:
Visual Event-Based Egocentric Human Action Recognition. 402-414 - Inês Rocha, Fábio Azevedo, Pedro H. Carvalho, Patrícia S. Peixoto, Marcela A. Segundo, Hélder P. Oliveira:
An Edge-Based Computer Vision Approach for Determination of Sulfonamides in Water. 415-429
Image Processing
- Andreas Kriegler, Daniel Steininger, Wilfried Wöber:
Visual Semantic Context Encoding for Aerial Data Introspection and Domain Prediction. 433-446 - Thierry Pinheiro Moreira, Marcos Cleison S. Santana, Leandro A. Passos, João Paulo Papa, Kelton Augusto Pontara da Costa:
An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. 447-457 - Antonio Salguero-Cruz, Pedro Latorre Carmona, César Ignacio García-Osorio:
Proposal of a Comparative Framework for Face Super-Resolution Algorithms in Forensics. 458-469 - Antonio Ríos-Vila, José M. Iñesta, Jorge Calvo-Zaragoza:
On the Use of Transformers for End-to-End Optical Music Recognition. 470-481 - Carlos Garrido-Munoz, Antonio Ríos-Vila, Jorge Calvo-Zaragoza:
Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches. 482-492 - Swati Rastogi, Siddhartha P. Duttagupta, Anirban Guha:
Digital Image Conspicuous Features Classification Using TLCNN Model with SVM Classifier. 493-504 - Anastasiia Mikhailova, José Santos-Victor, Moreno I. Coco:
Contribution of Low, Mid and High-Level Image Features of Indoor Scenes in Predicting Human Similarity Judgements. 505-514 - Pablo Sánchez-Cuevas, Pedro Real, Fernando Díaz-del-Río, Helena Molina-Abril, María José Moron-Fernández:
On the Topological Disparity Characterization of Square-Pixel Binary Image Data by a Labeled Bipartite Graph. 515-527 - Tobias Alt, Pascal Peter, Joachim Weickert:
Learning Sparse Masks for Diffusion-Based Image Inpainting. 528-539 - José Ramón Prieto, Enrique Vidal, Joan-Andreu Sánchez, Carlos Alonso, David Garrido:
Extracting Descriptive Words from Untranscribed Handwritten Images. 540-551
Other Applications
- Andrei S. Maliuk, Zahoor Ahmad, Jong-Myon Kim:
GMM-Aided DNN Bearing Fault Diagnosis Using Sparse Autoencoder Feature Extraction. 555-564 - Henrique Tavares Aguiar, Raimundo C. S. Vasconcelos:
Identification of External Defects on Fruits Using Deep Learning. 565-575 - Shafkat Farabi, Hasibul Haque Himel, Fakhruddin Gazzali, Md. Bakhtiar Hasan, Md. Hasanul Kabir, Moshiur Farazi:
Improving Action Quality Assessment Using Weighted Aggregation. 576-587 - Alden Boby, Dane Brown:
Improving Licence Plate Detection Using Generative Adversarial Networks. 588-601 - Antonia Petrogianni, Panagiotis Koromilas, Theodoros Giannakopoulos:
Film Shot Type Classification Based on Camera Movement Styles. 602-615 - Alejandro Sánchez-Ferrer, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza:
The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition. 616-628 - Javier Albaráñez Martínez, Laura Llopis-Ibor, Sergio Hernández-García, Susana Pineda de Luelmo, Daniel Hernández-Ferrándiz:
A Case of Study on Traffic Cone Detection for Autonomous Racing on a Jetson Platform. 629-641 - Rodrigo Almeida, Petia Georgieva, Nelson Martins:
Energy Savings in Residential Buildings Based on Adaptive Thermal Comfort Models. 642-654 - Nil Ballús, Bhalaji Nagarajan, Petia Radeva:
Opt-SSL: An Enhanced Self-Supervised Framework for Food Recognition. 655-666 - Ana Almeida, Susana Brás, Susana Sargento, Ilídio Castro Oliveira:
Using Bus Tracking Data to Detect Potential Hazard Driving Zones. 667-679 - Tobias Osswald, Ana Patrícia Fernandes, Ana I. Miranda, Sónia Gouveia:
Dynamic PCA Based Statistical Monitoring of Air Pollutant Concentrations in Wildfire Scenarios. 680-692
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