Pattern Recognition and Image Analysis (eBook, PDF)

12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part II
Redaktion: Gonçalves, Nuno; Sánchez, Joan Andreu; Oliveira, Hélder P.

• Format: PDF

Produktbeschreibung

The two volume set LNCS 15937 + 15938 constitutes the proceedings of the 12th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2025, which took place in Coimbra, Portugal, during June 30-July 3, 2025.

The 67 full papers included in the proceedings were carefully reviewed and selected from 115 submissions. They were organized in topical sections as follows:

Part I: Computer vision; faces, body, fingerprints and biometrics; machine and deep learning; explainability, bias and fairness in DL;

Part II: Natural language processing; biomedical applications; and other applications.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 400
• Erscheinungstermin: 28. Juli 2025
• Englisch
• ISBN-13: 9783031995682
• Artikelnr.: 75016856

Inhaltsangabe

.- Natural Language Processing.

.- Capturing the Narrative: a Deep Learning Pipeline for Comics Sequences.

.- How LLMs See People.

.- Large Language Models for Interactive Machine Translation.

.- Towards Event Driven Evaluation of Surveillance Video Understanding using Natural Language.

.- Biomedical Applications.

.- A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA.

.- A Novel Deep Learning Framework for Predicting Antimicrobial Peptide Activity Using ProtBert and Neural Networks.

.- AGE US: automated gestational age estimation based on fetal ultrasound images.

.- AI-based system for assistance in minimally invasive renal procedures using Mixed Reality. First steps.

.- Continual Deep Active Learning for Medical Imaging: Replay Base Architecture for Context Adaptation.

.- Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super Resolution.

.- Exploiting Generative Models for Downstream Classification Tasks on Latent Spaces using 3D Brain MRI Scans: a Down Syndrome Case Study.

.-Informed decision making strategy for resampling in pain assessment.

.- Lightweight SwinUNETR for Hepatic Segmentation.

.- MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning.

.- Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images.

.- Optimizing Medical Image Captioning with Conditional Prompt Encoding.

.- PosePilot: An Edge AI Solution for Posture Correction in Physical Exercises.

.- Prediction of 30 day hospital readmission with clinical notes and EHR information.

.- Quantum Computing in Prenatal Care: Enhancing Fetal Ultrasound Image Classification with Quantum Neural Networks.

.-Uplift modeling for treatment effect estimation in the prostate cancer treatment landscape.

.-VesselView: A CNN for Segmentation of Vessels in High Resolution Retinal Fundus Images.

.- Other Applications.

.- Analysis of Behavioral Trends in Road Traffic Accidents: A Comparative Study Among Latin America, Australia and the UK.

.- Deciphering the Silent Signals: Unveiling Frequency Importance for Wi-Fi-Based Human Pose Estimation with Explainability.

.- ECOmpress: a web tool for boosting energy efficiency through data compression.

.- Efficient Malicious UAV Detection Using Autoencoder TS Mamba Integration.

.- On the Correction of GFS Wind Speed Forecasts in Portugal Using LSTM Networks.

.- Saliency guided Emotion Modeling: Predicting Viewer Reactions from Video Stimuli.

.- Statistical Downscaling of Wind Speed in the Iberian Peninsula Using Machine Learning.

.-Towards a New Categorization of Models for Multivariate Time Series Anomaly Detection.

.- Using gait to monitor health: an experimental baseline.

.- Zipf s Curves of Plainchant Melodies.