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We received a total of 115 submissions, of which 67 were accepted for presentation, representing a 58% acceptance rate. 36 papers will be presented in an Oral Session and 31 in a Poster Session.

Oral Presentation

A Geometric and Morphometric Methodology for Evaluating Low-Cost 3D Facial Acquisition and Reconstruction Techniques

Heredia-Lidón, Álvaro; Moñux-Bernal, Alejandro; González, Alejandro; Echeverry-Quiceno, Luis M.; Andreu-Montoriol, Mireia; Gallardo, Susanna; Casado, Aroa; Esteban, Maria Esther; Martínez-Abadias, Neus; Sevillano, Xavier

A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA

Yamunaque, Denis

A New Subgraph Extraction Algorithm through a Kinship Approach for Link Prediction in Knowledge Graphs

Piñol, Carla; Curado, Manuel; Vicent, Jose F.; Banegas-Luna, Antonio J.

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

Abbasi, Maryam; Vasconcelos, Verónica ; Vicente, Edgar M. C. O. S.; Santos, Ana L. M. ; Arrais, Joel P.

A Spatial Dense CRF Framework for Post-Processing in Multispectral Image Segmentation

CARDOSO, WILGO; Gonçalves, Gil; Premebida, Cristiano

Abnormal Human Behaviour Detection using Normalising Flows and Attention Mechanisms

Nogueira, Ana Filipa; Oliveira, Helder; Teixeira, Luis

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

Delgado, Emilio; Caballero, Daniel; Salazar-Carrasco, Lucía; Sánchez-Varo, Ignacio; León-Regalado, Jesús; Sánchez-Margallo, Juan; Rodríguez-Echeverria, Roberto; Sánchez-Margallo, Francisco M.

Causal-SHAP: Feature Selection with Explainability and Causal Analysis

Lamsaf, Asmae; Samale, Pranita; C. Neves, João

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

Daniel, Rui; Verdelho, M. Rita; Barata, Catarina; Santiago, Carlos

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

Capozzi, Leonardo; Ferreira, Leonardo; Gonçalves, Tiago; Rebelo, Ana; Cardoso, Jaime; Sequeira, Ana

Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration

Akhtarshenas, Azim; toosi, Ramin; Lopez Perez, David; Alizadeh, Tohid; Hosseini, Alireza

Enhancing Multi-Object Tracking with Segmentation Masks: A Solution for Lost Object Recovery

Bendaña, Manuel; Vaquero, Lorenzo; Brea, Victor Manuel; Mucientes, Manuel

Enriching Unbounded Appearances for Neural Radiance Fields

AlMughrabi, Ahmad; Haroon, Umair; Marques, Ricardo; Ivanova, Petia

Estimating object physical properties from RGB-D vision and depth robot sensors using deep learning

Cardoso, Ricardo; Moreno, Plinio

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

Malé, Jordi; Fortea, Juan; Rozalem-Aranha, Mateus; Martínez-Abadías, Neus; Sevillano, Xavier

Federated Learning for Secure and Privacy-Preserving Facial Recognition: Advances, Challenges, and Research Directions

Muhammed, Ajnas; Marcos, João; Gonçalves, Nuno

Impact of label-level noise on multi-label learning: a case study on the k-Nearest Neighbor classifier

Requena, Antonio; Gallego, Antonio Javier; Valero-Mas, Jose J.

Informed decision making strategy for resampling in pain assessment

Carvalho, Miguel; Pais, Daniela; Sebastião, Raquel; Pinho, Armando; Brás, Susana

Large Language Models for Interactive Machine Translation

Gómez, Sergio; Domingo, Miguel; Navarro, Ángel; Casacuberta, Francisco

Learning to Detect and Describe a Wireframe

Ferre, Iván; Baumela, Luis; Suárez, Iago

Masking of Gaussian noise in color images: A psychophysical study of just-noticeable differences using synthetic image patches of different luminance value

Calvo Magaz, Luis Miguel; Latorre-Carmona, Pedro; Morillas, Samuel; Huertas, Rafael ; Mantiuk, Rafal

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

Verdelho, Maria ; Barata, Catarina; Bernardino, Alexandre

MixUDA: From Synthetic to Real Object Detection

Gil-Pérez, Pablo; Cores, Daniel; Mucientes, Manuel

Multi-Hop Pooling: Leveraging Transition Matrices for Hierarchical Graph Representation Learning

Begga, Ahmed; Escolano, Francisco; Lozano, Miguel Ángel

Multi-scale Temporal Pose analysis for Gait Recognition

Cubero, Nicolás; Castro, Francisco Manuel; Guil, Nicolás; Marín-Jiménez, Manuel Jesús

Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images

Melo, Tânia; Carneiro, Ângela; Campilho, Aurélio; Mendonça, Ana

Node Representation Diversity via Entropy Maximization in Graph Neural Networks

Begga, Ahmed; Escolano, Francisco; Lozano, Miguel Ángel

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

Gomes, Vasco; Carvalho, David; Gouveia, Sónia

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

Almeida, Tiago; Moreno, Plinio; Barata, Catarina

Pseudo-MOS Learning: A Hybrid Full-to-No-Reference FIQA Framework

Neto, André; Gonçalves, Nuno

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

Vieitas, João; Contente, José; Carvalho, David; Gouveia, Sónia

Using gait to monitor health: an experimental baseline

Zafra-Palma, Jorge; Marín-Jiménez, Nuria; Castro-Piñero, José; Cuenca-García, Magdalena; Muñoz-Salinas, Rafael; Marin-Jimenez, Manuel J.

Using LoRA and Reinforcement Learning In Interactive Machine Translation

Navarro, Angel; Casacuberta, Francisco

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

Santos Mateos, Roi; Velev-Santos, Alexander; Pardo, Xosé M.

Writer Identification using Simplified Handwritten Text Recognition Models

Toselli, Alejandro H.; Cuéllar, Álvaro; Boadas, Sònia; Vidal, Enrique; Sánchez, Joan Andreu

Zipf 's Curves of Plainchant Melodies

Menárguez Box, Aitana; Vidal, Enrique; Toselli, Alejandro H.

Poster Presentation

A continuous, differentiable, probability-expressed harm risk estimator for robot actions in dynamic human-centric environments

Solovov, Andrey; Menezes, Paulo

A Semi-automatic Annotation Framework for Neutrophil Ultrastructure from TEM images

Ahmad, Zahoor; Saleh Hadi Alzubaidi, Mahmood; Nour El Dine, Wared; Ltaief, Samia; Schneider, Jens; Al-Shammari, Abeer; Agus, Marco

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

Díaz-Parga, César; Nuñez-Garcia, Marta; Carreira, Maria; Bernardino, Gabriel; Vila-Blanco, Nicolás

An Optimized Multi-class Classification for Industrial Control Systems

Palma, Ágata; Alves, Ana; Antunes, Mário

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

Zepeda-Martínez, Diana; Guzmán, Angélica; Valdovinos-Rosas, Rosa María; Fonseca-Ortiz, Carlos Robert

Assessing Cross-Device Generalization in Remote Sensing Image Super-Resolution

Martins, Afonso; Dias, Ana; Silva, Francisco; Sá, André; Bos, Machiel; Neves, João

Assessing Dimensionality Reduction on Driving Range Estimation

Valido, João; Albuquerque, David; Ferreira, Artur; Coutinho, David

Capturing the Narrative: a Deep Learning Pipeline for Comics Sequences

Marouvo, Gonçalo; Pereira, Francisco

Deformation-Aware Butterfly Tracking in Raw Spatio-Spectral Images

ADJE, Erick; AHOUANDJINOU, Arnaud; DELMAIRE, Gilles; KIKI, Probus; ROUSSEL, Gilles

ECG-Based Biometric Identification: An Exloratory Study Using Fingertip Signals Acquired With Solid-State Electrodes

Pereira, Teresa; Sebastião, Raquel; Conceição, Raquel; Sencadas, Vitor

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

Yamunaque, Denis; Pratas, Diogo

Enhancing IoMT security by using Benford’s law and distance functions

Fernandes, Pedro; Ó Ciardhuáin, Séamus; Antunes, Mário

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

Sousa, Pedro; Pereira, Tania; Gonçalves, Tiago; Oliveira, Hélder; Campas, Diogo; Andrade, João; Pereira, Pedro; Teixeira, Luís

Fine-Grained Visual Classification of Antelope Species

Weinmann, Andreas ; Gruner, Philipp; Beukes, Maya; Suessle, Vanessa ; Biber, Matthias; Jansen , Martin; Hergenroether, Elke

Gender Classification in Play Works Using BERT-based Models

Yefi Verdugo, Jaime

How LLMs See People

Roxo, Carlos; Marcos, João; Gonçalves, Nuno

Image Transformation Sequence Retrieval with General Reinforcement Learning

Mas-Candela, Enrique; Ríos-Vila, Antonio; Calvo-Zaragoza, Jorge

Lightweight SwinUNETR for Hepatic Segmentation

Fernández González, Marcos; Nodar Corral, Lois; Fernández Vidal, Xosé Ramón; Comesaña Figueroa, Enrique

Mitigating Distribution Bias in Multimodal Datasets via Clustering-Based Curation

El Aichouni, Mustapha; Kang, Lei; Gomez, Lluis

Mitigating Overfitting in Fully Transformer Architectures for Handwritten Text Recognition

Peñarrubia, Carlos; Valero, Jose Javier; Calvo, Jorge

Mutual-Training Pseudo-Labeling Framework for Fire Segmentation

Antunović, Antonio; Damjanović, Davor; Arlović, Matej ; Nyarko, Emmanuel Karlo; Hržić, Franko; Balen, Josip

On the Use of Implicit Representations for Deepfake Detection

Leão, Miguel; Gonçalves, Nuno

Optimizing Medical Image Captioning with Conditional Prompt Encoding

Oliveira, Hugo

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

Gadhvi, Rushiraj; Desai, Priyansh; Siddharth, Siddharth

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

Zanbouaa, Asmae; zrira, nabila; Slimani, Saad; Benmiloud, Ibtissam; Bouyakhf, El Houssine

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

Yaragoppa, Akhila; Siddharth, Siddharth

Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats

Perdigão, Dylan; Antunes, Francisco; Silva, Catarina; Ribeiro, Bernardete

Subfield-Based 1-Attempt Parallel Thinning Algorithms on the Hexagonal Grid

Palagyi, Kalman

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

Alves, Bruna; Pinho, Armando; Gouveia, Sónia

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

Pereira, João; Lopes, Vasco; Neves, João; Semedo, David

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

Rodrigues, Ana; Rodrigues, Nuno; Guilherme de Almeida, José; Gaivão, Ana; Bilreiro, Carlos; Santiago, Inês; Ip, Joana; Belião, Sara; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Papanikolaou, Nickolas; Domingues, Ines