This book constitutes the refereed proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2023, held in Alicante, Spain, in June 2730, 2023.
The 56 papers accepted for these proceedings were carefully reviewed and selected from 86 submissions. They deal with Machine Learning, Document Analysis, Computer Vision, 3D Computer Vision, Computer Vision Applications, Medical Imaging & Applications, Machine Learning Applications.
Machine Learning.- CCLM: Class-conditional Label Noise Modelling.-
Addressing class imbalance in Multilabel Prototype Generation for k-Nearest
Neighbor classification.- Time series imputation in faulty systems.- DARTS
with degeneracy correction.- A fuzzy logic inference system for display
characterization.- Learning Semantic-Visual Embeddings with a Priority
Queue.- Learning Semantic-Visual Embeddings with a Priority Queue.- Continual
vocabularies to tackle the catastrophic forgetting problem in Machine
Translation.- Evaluating Domain Generalization in Kitchen Utensils
Classification.- Document Analysis.- Segmentation of Large Historical
Manuscript Bundles into Multi-page Deeds.- A Study of Augmentation Methods
for Handwritten Stenography Recognition.- Lifelong Learning for Document
Image Binarization: A Experimental Study.- Test-Time Augmentation for
Document Image Binarization.- A Weakly-Supervised Approach for Layout
Analysis in Music Score Images.- ResPho(SC)Net: A Zero-Shot Learning
Framework for Norwegian Handwritten Word Image Recognition.- Computer
Vision.- DeepArUco: Marker detection and classification in challenging
lightning conditions.- Automated Detection and Identification of Olive Fruit
Fly using YOLOv7 Algorithm.- Learning to search for and detect objects in
foveal images using deep learning.- Relation networks for few-shot video
object detection.- Optimal Wavelength Selection for Deep Learning from
Hyperspectral Images.- Can representation learning for multimodal image
registration be improved by supervision of intermediate
layers?.- Interpretability-Guided Human Feedback During Neural Network
Training.- Calibration of Non-Central Conical Catadioptric Systems from
Parallel Lines.- S² -LOR: Supervised Stream Learning for Object
Recognition.- Evaluation of Regularization Techniques for Transformers-Based
Models.- 3D Computer Vision.- Guided depth completion using active infrared
images in Time of Flight system.- StOCaMo: Online Calibration Monitoring for
Stereo Cameras.- Smart-Tree: Neural Medial Axis Approximation of Point Clouds
for 3D Tree Skeletonization.- A Measure of Tortuosity for 3D Curves:
Identifying 3D beating patterns of sperm flagella.- The ETS2 Dataset,
synthetic data from video games for monocular depth estimation.- Computer
Vision Applications.- Multimodal Human Pose feature fusion for Gait
recognition.- Proxemics-Net: automatic proxemics recognition in
images.- Lightweight Vision Transformers for Face Verification in the
Wild.- Py4MER: a CTC-based Mathematical Expression Recognition
System.- Hierarchical Line Extremity Segmentation U-Net for the
SoccerNet 2022 Calibration Challenge - Pitch Localization.- Object
Localization with Multiplanar Fiducial Markers: Accurate
Pose Estimation.- Real-time unsupervised object localization on the edge for
airport videosurveillance.- Identifying Thermokarst Lakes Using Discrete
Wavelet TransformBased Deep Learning Framework.- Object Detection for Rescue
Operations by High-altitude Infrared Thermal Imaging Collected by Unmanned
Aerial Vehicles.- Medical Imaging & Applications.- Inter vs. Intra Domain
Study of COVID Chest X-Ray Classification with Imbalanced
Datasets.- Automatic Eye-Tracking-Assisted Chest Radiography Pathology
Screening.- Deep Neural Networks to distinguish between Crohns disease
and Ulcerative colitis.- Few-shot image classification for automatic COVID-19
diagnosis.- An ensemble-based phenotype classifier to diagnose Crohns
disease from 16s rRNA gene sequences.- Synthetic spermatozoa video sequences
generation using Adversarial Imitation Learning.- A Deep Approach for
Volumetric Tractography Segmentation.- MicrogliaJ: an Automatic Tool for
Microglial Cell Detection and Segmentation.- Automated Orientation Detection
of 3D Head Reconstructions from sMRI using Multiview Orthographic
Projections: An Image Classification-Based Approach.- Machine Learning
Applications.- Enhancing Transferability of Adversarial Audio in Speaker
Recognition Systems.- Fishing Gear Classification from Vessel Trajectories
and Velocity Profiles: Database and Benchmark.- Multi-view Infant Cry
Classification.- Study and automatic translation of Toki Pona.- Detecting
Loose Wheel Bolts of a Vehicle using Accelerometers in
the Chassis.- Clustering ECG time series for the quantification of
physiologicalreactions to emotional stimuli.- Predicting the Subjective
Responses Emotion in Dialogues with Multi-Task Learning.- Few-shot learning
for prediction of electricity consumption patterns.
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