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ORCID11th IbPRIA 2023: Alicante, Spain
- Antonio Pertusa
, Antonio Javier Gallego, Joan-Andreu Sánchez, Inês Domingues:
Pattern Recognition and Image Analysis - 11th Iberian Conference, IbPRIA 2023, Alicante, Spain, June 27-30, 2023, Proceedings. Lecture Notes in Computer Science 14062, Springer 2023, ISBN 978-3-031-36615-4
Machine Learning
- Albert Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva:
CCLM: Class-Conditional Label Noise Modelling. 3-14 - Carlos Peñarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza:
Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification. 15-27 - Ana Almeida, Susana Brás, Susana Sargento, Filipe Cabral Pinto:
Time Series Imputation in Faulty Systems. 28-39 - Guillaume Lacharme, Hubert Cardot, Christophe Lenté, Nicolas Monmarché:
DARTS with Degeneracy Correction. 40-53 - Khleef Almutairi, Samuel Morillas, Pedro Latorre Carmona, Makan Dansoko:
A Fuzzy Logic Inference System for Display Characterization. 54-66 - Rodrigo Valerio, João Magalhães:
Learning Semantic-Visual Embeddings with a Priority Queue. 67-81 - Dinis Costa, Catarina Silva, Joana Cósta, Bernardete Ribeiro:
Optimizing Object Detection Models via Active Learning. 82-93 - Salvador Carrión, Francisco Casacuberta:
Continual Vocabularies to Tackle the Catastrophic Forgetting Problem in Machine Translation. 94-107 - Carlos Garrido-Munoz, María Alfaro-Contreras, Jorge Calvo-Zaragoza:
Evaluating Domain Generalization in Kitchen Utensils Classification. 108-118
Document Analysis
- José Ramón Prieto, David Becerra, Alejandro Héctor Toselli, Carlos Alonso, Enrique Vidal:
Segmentation of Large Historical Manuscript Bundles into Multi-page Deeds. 121-133 - Raphaela Heil, Eva Breznik:
A Study of Augmentation Methods for Handwritten Stenography Recognition. 134-145 - Pedro González-Barrachina, María Alfaro-Contreras, Mario Nieto-Hidalgo, Jorge Calvo-Zaragoza:
Lifelong Learning for Document Image Binarization: An Experimental Study. 146-157 - Adrian Rosello, Francisco J. Castellanos, Juan P. Martinez-Esteso, Antonio Javier Gallego, Jorge Calvo-Zaragoza:
Test-Time Augmentation for Document Image Binarization. 158-169 - Eric Ayllon, Francisco J. Castellanos, Jorge Calvo-Zaragoza:
A Weakly-Supervised Approach for Layout Analysis in Music Score Images. 170-181 - Aniket Gurav, Joakim Jensen, Narayanan C. Krishnan, Sukalpa Chanda:
ResPho(SC)Net: A Zero-Shot Learning Framework for Norwegian Handwritten Word Image Recognition. 182-196
Computer Vision
- Rafael Berral-Soler, Rafael Muñoz-Salinas, Rafael Medina Carnicer, Manuel J. Marín-Jiménez:
DeepArUco: Marker Detection and Classification in Challenging Lighting Conditions. 199-210 - Margarida Victoriano, Lino Oliveira, Hélder P. Oliveira:
Automated Detection and Identification of Olive Fruit Fly Using YOLOv7 Algorithm. 211-222 - Beatriz Paula, Plinio Moreno:
Learning to Search for and Detect Objects in Foveal Images Using Deep Learning. 223-237 - Daniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Víctor M. Brea, Manuel Mucientes:
Relation Networks for Few-Shot Video Object Detection. 238-248 - Sam Dehaeck, R. Van Belleghem, Niels Wouters, Bart De Ketelaere, Wenzhi Liao:
Optimal Wavelength Selection for Deep Learning from Hyperspectral Images. 249-260 - Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje:
Can Representation Learning for Multimodal Image Registration be Improved by Supervision of Intermediate Layers? 261-275 - Pedro Serrano e Silva, Ricardo P. M. Cruz, A. S. M. Shihavuddin, Tiago Gonçalves:
Interpretability-Guided Human Feedback During Neural Network Training. 276-287 - James Bermudez-Vargas, Jesus Bermudez-Cameo, José Jesús Guerrero:
Calibration of Non-Central Conical Catadioptric Systems from Parallel Lines. 288-299 - César D. Parga, Gabriel Vilariño, Xosé M. Pardo, Carlos Vázquez Regueiro:
S2-LOR: Supervised Stream Learning for Object Recognition. 300-311 - Hugo S. Oliveira, Pedro P. Ribeiro, Hélder P. Oliveira:
Evaluation of Regularization Techniques for Transformers-Based Models. 312-319
3D Computer Vision
- Amina Achaibou, Nofre Sanmartín-Vich, Filiberto Pla, Javier Calpe:
Guided Depth Completion Using Active Infrared Images in Time of Flight Systems. 323-335 - Jaroslav Moravec, Radim Sára:
StOCaMo: Online Calibration Monitoring for Stereo Cameras. 336-350 - Harry Dobbs, Oliver Batchelor, Richard D. Green, James Atlas:
Smart-Tree: Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization. 351-362 - Andrés Bribiesca-Sánchez, Adolfo Guzmán, Alberto Darszon, Gabriel Corkidi, Ernesto Bribiesca:
A Measure of Tortuosity for 3D Curves: Identifying 3D Beating Patterns of Sperm Flagella. 363-374 - David María-Arribas, Alfredo Cuesta-Infante, Juan José Pantrigo:
The ETS2 Dataset, Synthetic Data from Video Games for Monocular Depth Estimation. 375-386
Computer Vision Applications
- Nicolás Cubero, Francisco M. Castro, Julián Ramos Cózar, Nicolás Guil, Manuel J. Marín-Jiménez:
Multimodal Human Pose Feature Fusion for Gait Recognition. 389-401 - Isabel Jiménez-Velasco, Rafael Muñoz-Salinas, Manuel J. Marín-Jiménez:
Proxemics-Net: Automatic Proxemics Recognition in Images. 402-413 - Daniel Parres, Roberto Paredes:
Lightweight Vision Transformers for Face Verification in the Wild. 414-425 - Dan Anitei, Joan-Andreu Sánchez, José-Miguel Benedí:
Py4MER: A CTC-Based Mathematical Expression Recognition System. 426-441 - Miguel Santos Marques, Ricardo Gomes Faria, José Henrique Brito:
Hierarchical Line Extremity Segmentation U-Net for the SoccerNet 2022 Calibration Challenge - Pitch Localization. 442-453 - Pablo García-Ruiz, Rafael Muñoz-Salinas, Rafael Medina Carnicer, Manuel J. Marín-Jiménez:
Object Localization with Multiplanar Fiducial Markers: Accurate Pose Estimation. 454-465 - Paula Ruiz-Barroso, Francisco M. Castro, Nicolás Guil:
Real-Time Unsupervised Object Localization on the Edge for Airport Video Surveillance. 466-478 - Andrew Li, Jiahe Liu, Olivia Liu, Xiaodi Wang:
Identifying Thermokarst Lakes Using Discrete Wavelet Transform-Based Deep Learning Framework. 479-489 - Andrii Polukhin, Yuri G. Gordienko, Gert Jervan, Sergii G. Stirenko:
Object Detection for Rescue Operations by High-Altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles. 490-504
Medical Imaging and Applications
- Alejandro Galán-Cuenca, Miguel Mirón, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa:
Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets. 507-519 - Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho:
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. 520-532 - José Maurício, Inês Domingues:
Deep Neural Networks to Distinguish Between Crohn's Disease and Ulcerative Colitis. 533-544 - Daniel Cores, Nicolás Vila Blanco, Manuel Mucientes, María J. Carreira:
Few-Shot Image Classification for Automatic COVID-19 Diagnosis. 545-556 - Lara Vázquez-González, Carlos Andrés Peña-Reyes, Carlos Balsa-Castro, Inmaculada Tomás, María J. Carreira:
An Ensemble-Based Phenotype Classifier to Diagnose Crohn's Disease from 16s rRNA Gene Sequences. 557-568 - Sergio Hernández-García, Alfredo Cuesta-Infante, Antonio S. Montemayor:
Synthetic Spermatozoa Video Sequences Generation Using Adversarial Imitation Learning. 569-580 - Pablo Rocamora-García, Marcelo Saval-Calvo, Victor Villena-Martinez, Antonio Javier Gallego:
A Deep Approach for Volumetric Tractography Segmentation. 581-592 - Ángela Casado-García, Estefanía Carlos, César Domínguez, Jónathan Heras, María Izco, Eloy J. Mata, Vico Pascual, Lydia Álvarez-Erviti:
MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation. 593-602 - Álvaro Heredia-Lidón, Alejandro González, Carlos Guerrero-Mosquera, Rubèn Gonzàlez-Colom, Luis M. Echeverry, Noemí Hostalet, Raymond Salvador, Edith Pomarol-Clotet, Juan Fortea, Neus Martínez-Abadías, Mar Fatjó-Vilas, Xavier Sevillano:
Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach. 603-614
Machine Learning Applications
- Umang Patel, Shruti Bhilare, Avik Hati:
Enhancing Transferability of Adversarial Audio in Speaker Recognition Systems. 617-628 - Pietro Melzi, Juan Manuel Rodriguez-Albala, Aythami Morales, Ruben Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez:
Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark. 629-638 - Yadisbel Martinez-Cañete, Hichem Sahli, Abel Díaz Berenguer:
Multi-view Infant Cry Classification. 639-653 - Pablo Baggetto, Damián López, Antonio M. Larriba:
Study and Automatic Translation of Toki Pona. 654-664 - Jonas Schmidt, Kai-Uwe Kühnberger, Dennis Pape, Tobias Pobandt:
Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis. 665-679 - Beatriz Henriques, Susana Brás, Sónia Gouveia:
Clustering ECG Time Series for the Quantification of Physiological Reactions to Emotional Stimuli. 680-692 - Hassan Hayat, Carles Ventura, Àgata Lapedriza:
Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning. 693-704 - Javier García-Sigüenza, José-Francisco Vicent, Faraón Llorens-Largo, José Vicente Berná-Martínez:
Few-Shot Learning for Prediction of Electricity Consumption Patterns. 705-715
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