Luís F. Teixeira

58 papers A 1B 1C 3Misc 6Journal 25Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	Flexible Distributed System for Multi-Camera 3D Human Pose Estimation. ICPRAM Rúben Costa Viana, Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira
2026	—	`conf`	Transformer-Based Framework for 3D Human Pose Estimation Using YOLO Backbone. VISAPP (3) Miguel F. Lima, Ana Filipa Rodrigues Nogueira, Cláudia D. Rocha, Luís F. Teixeira, Hélder P. Oliveira
2026	J	`jnl`	Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models. Pattern Recognit. Lett. Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João Neves
2026	J	`jnl`	WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification. CoRR Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2025	Misc	`conf`	Abnormal Human Behaviour Detection Using Normalising Flows and Attention Mechanisms. IbPRIA Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira
2025	J	`jnl`	CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification. CoRR Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João C. Neves
2025	J	`jnl`	CBVLM: Training-free explainable concept-based Large Vision Language Models for medical image classification. Comput. Biol. Medicine Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João Neves
2025	—	`conf`	Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution. IbPRIA (2) Pedro Sousa, Diogo Campas, João Andrade, Pedro Pereira, Tiago Gonçalves, Luís F. Teixeira, Tânia Pereira, Hélder P. Oliveira
2025	J	`jnl`	Evaluating Dense Model-based Approaches for Multimodal Medical Case Retrieval. Inf. Retr. Res. J. Catarina Pires, Sérgio Nunes, Luís F. Teixeira
2025	J	`jnl`	Markerless multi-view 3D human pose estimation: A survey. Image Vis. Comput. Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira
2025	J	`jnl`	Multimodal PointPillars for Efficient Object Detection in Autonomous Vehicles. IEEE Trans. Intell. Veh. Margarida Oliveira, Ricardo Cerqueira, João Ribeiro Pinto, Joaquim Fonseca, Luís F. Teixeira
2025	—	`conf`	SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment. Deep-Breath@MICCAI Luís F. Teixeira, Helena Montenegro, Eduard Bonci, Maria João Cardoso, Jaime S. Cardoso
2025	—	`conf`	Towards Utilizing Robust Radiance Fields for 3D Reconstruction of Breast Aesthetics. Deep-Breath@MICCAI Gonçalo Pinto, Mohammad Hossein Zolfagharnasab, Luís F. Teixeira, Helena Cruz, Maria João Cardoso, Jaime S. Cardoso
2025	J	`jnl`	ViConEx-Med: Visual Concept Explainability via Multi-Concept Token Transformer for Medical Image Analysis. CoRR Cristiano Patrício, Luís F. Teixeira, João Neves
2024	J	`jnl`	A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis. CoRR Cristiano Patrício, Luís F. Teixeira, João C. Neves
2024	—	`conf`	Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data. EMBC Isabela Miranda, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva
2024	J	`jnl`	Explainable Deep Learning Methods in Medical Image Classification: A Survey. ACM Comput. Surv. Cristiano Patrício, João C. Neves, Luís F. Teixeira
2024	J	`jnl`	Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary. CoRR Inês Gomes, Luís F. Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Luís Cunha, Moisés Santos
2024	—	`conf`	Latent diffusion models for Privacy-preserving Medical Case-based Explanations. EXPLIMED@ECAI Filipe Campos, Liliana Petrychenko, Luís F. Teixeira, Wilson Silva
2024	J	`jnl`	Markerless Multi-view 3D Human Pose Estimation: a survey. CoRR Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira
2024	—	`conf`	On the Suitability of B-cos Networks for the Medical Domain. ISBI Isabel Rio-Torto, Tiago Gonçalves, Jaime S. Cardoso, Luís F. Teixeira
2024	J	`jnl`	ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection. CoRR Martin Aubard, László Antal, Ana Madureira, Luís F. Teixeira, Erika Ábrahám
2024	J	`jnl`	Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges. CoRR Martin Aubard, Ana Madureira, Luís F. Teixeira, José Pinto
2024	—	`conf`	Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models. ISBI Cristiano Patrício, Luís F. Teixeira, João C. Neves
2024	J	`jnl`	Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models. CoRR Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João C. Neves
2023	C	`conf`	Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data. ICMLA Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva
2023	—	`conf`	Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis. CVPR Workshops Cristiano Patrício, João C. Neves, Luís F. Teixeira
2023	J	`jnl`	Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis. CoRR Cristiano Patrício, João C. Neves, Luís F. Teixeira
2023	J	`jnl`	Deep learning-based human action recognition to leverage context awareness in collaborative assembly. Robotics Comput. Integr. Manuf. Duarte Moutinho, Luís Freitas Rocha, Carlos M. Costa, Luís F. Teixeira, Germano Veiga
2023	—	`conf`	Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023. CLEF (Working Notes) Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira
2023	B	`conf`	GASTeN: Generative Adversarial Stress Test Networks. IDA Luís Cunha, Carlos Soares, André Restivo, Luís F. Teixeira
2023	J	`jnl`	Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models. CoRR Cristiano Patrício, Luís F. Teixeira, João C. Neves
2022	J	`jnl`	A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms? IEEE Access Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	J	`jnl`	A survey on attention mechanisms for medical applications: are we moving towards better algorithms? CoRR Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	—	`conf`	Classification of Facial Expressions Under Partial Occlusion for VR Games. OL2A Ana Sofia Figueiredo Rodrigues, Júlio Castro Lopes, Rui Pedro Lopes, Luís F. Teixeira
2022	Misc	`conf`	Detection of Epilepsy in EEGs Using Deep Sequence Models - A Comparative Study. IbPRIA Miguel Marques, Catarina da Silva Lourenço, Luís F. Teixeira
2022	J	`jnl`	Explainable Deep Learning Methods in Medical Diagnosis: A Survey. CoRR Cristiano Patrício, João C. Neves, Luís F. Teixeira
2022	Misc	`conf`	From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation. IbPRIA Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2022	Misc	`ed.`	Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings IbPRIA Armando J. Pinho, Petia Georgieva, Luís F. Teixeira, Joan-Andreu Sánchez
2021	—	`conf`	Cervical Cancer Detection and Classification in Cytology Images Using a Hybrid Approach. ISVC (2) Eduardo L. Silva, Ana Filipa Sampaio, Luís F. Teixeira, Maria João M. Vasconcelos
2021	J	`jnl`	Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images. J. Imaging Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado
2021	—	`conf`	Improving Automatic Quality Inspection in the Automotive Industry by Combining Simulated and Real Data. ISVC (1) Pedro Pinho, Isabel Rio-Torto, Luís F. Teixeira
2021	J	`jnl`	Incremental Learning for Dermatological Imaging Modality Classification. J. Imaging Ana C. Morgado, Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos
2020	—	`conf`	Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images. ICIAR (2) Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado
2020	—	`conf`	Understanding the Impact of Artificial Intelligence on Services. IESS Pedro Ferreira, Jorge Grenha Teixeira, Luís F. Teixeira
2020	J	`jnl`	Understanding the decisions of CNNs: An in-model approach. Pattern Recognit. Lett. Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira
2019	—	`conf`	GarmNet: Improving Global with Local Perception for Robotic Laundry Folding. TAROS (2) Daniel Fernandes Gomes, Shan Luo, Luís F. Teixeira
2019	J	`jnl`	GarmNet: Improving Global with Local Perception for Robotic Laundry Folding. CoRR Daniel Fernandes Gomes, Shan Luo, Luís F. Teixeira
2019	—	`conf`	Towards a Joint Approach to Produce Decisions and Explanations Using CNNs. IbPRIA (1) Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira
2017	Misc	`conf`	Pre-trained Convolutional Networks and Generative Statistical Models: A Comparative Study in Large Datasets. IbPRIA John Michael, Luís F. Teixeira
2015	Misc	`conf`	Analysis of Expressiveness of Portuguese Sign Language Speakers. IbPRIA Ines V. Rodrigues, Eduardo Marques Pereira, Luís F. Teixeira
2015	—	`conf`	Automatic Analysis of Lung Function Based on Smartphone Recordings. BIOSTEC (Selected Papers) João F. Teixeira, Luís F. Teixeira, João Pedro Fonseca Teixeira, Tiago António Queirós Jacinto
2015	A	`conf`	Experimental Evaluation of the Bag-of-Features Model for Unsupervised Learning of Images. BMVC Mariana Afonso, Luís F. Teixeira
2015	—	`conf`	Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets. HEALTHINF João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago António Queirós Jacinto
2015	—	`conf`	Visual-Inertial Based Autonomous Navigation. ROBOT (2) Francisco de Babo Martins, Luís F. Teixeira, Rui Nóbrega
2012	—	`conf`	Designing tablet-based games for seniors: the example of CogniPlay, a cognitive gaming platform. Fun and Games Ana Vasconcelos, Paula Alexandra Silva, João Caseiro, Francisco Nunes, Luís F. Teixeira
2009	—	`conf`	H.264 Rate-Distortion Analysis Using Subjective Quality Metric. FMN Luís F. Teixeira, Luís Corte-Real
2008	C	`conf`	Joint Coding of Multiple H.264 Video Programs. CIARP Luís F. Teixeira, Luís Corte-Real