Luís F. Teixeira

According to our database, Luís F. Teixeira authored at least 59 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable Deep Learning Methods in Medical Image Classification: A Survey.

Cristiano Patrício, João C. Neves, Luís F. Teixeira

ACM Comput. Surv., April, 2024

Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary.

Inês Gomes, Luís F. Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Luís Cunha, Moisés Santos

CoRR, 2024

Markerless Multi-view 3D Human Pose Estimation: a survey.

Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira

CoRR, 2024

Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models.

Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João C. Neves

CoRR, 2024

On the Suitability of B-cos Networks for the Medical Domain.

Isabel Rio-Torto, Tiago Gonçalves, Jaime S. Cardoso, Luís F. Teixeira

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models.

Cristiano Patrício, Luís F. Teixeira, João C. Neves

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Latent diffusion models for Privacy-preserving Medical Case-based Explanations.

Filipe Campos, Liliana Petrychenko, Luís F. Teixeira, Wilson Silva

Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Deep learning-based human action recognition to leverage context awareness in collaborative assembly.

Duarte Moutinho, Luís Freitas Rocha, Carlos M. Costa, Luís F. Teixeira, Germano Veiga

Robotics Comput. Integr. Manuf., 2023

MobileWeatherNet for LiDAR-Only Weather Estimation.

Martim Pinto Da Silva, Diogo Carneiro, João Fernandes, Luís Filipe Teixeira

Proceedings of the International Joint Conference on Neural Networks, 2023

GASTeN: Generative Adversarial Stress Test Networks.

Luís Cunha, Carlos Soares, André Restivo, Luís F. Teixeira

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.

Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva

Proceedings of the International Conference on Machine Learning and Applications, 2023

Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis.

Cristiano Patrício, João C. Neves, Luís F. Teixeira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023.

Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Explainable Deep Learning Methods in Medical Diagnosis: A Survey.

Cristiano Patrício, João C. Neves, Luís F. Teixeira

CoRR, 2022

A survey on attention mechanisms for medical applications: are we moving towards better algorithms?

Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso

CoRR, 2022

A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?

Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso

IEEE Access, 2022

Classification of Facial Expressions Under Partial Occlusion for VR Games.

Ana Sofia Figueiredo Rodrigues, Júlio Castro Lopes, Rui Pedro Lopes, Luís F. Teixeira

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation.

Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Detection of Epilepsy in EEGs Using Deep Sequence Models - A Comparative Study.

Miguel Marques, Catarina da Silva Lourenço, Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021

Incremental Learning for Dermatological Imaging Modality Classification.

Ana C. Morgado, Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos

J. Imaging, 2021

Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images.

Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado

J. Imaging, 2021

Cervical Cancer Detection and Classification in Cytology Images Using a Hybrid Approach.

Eduardo L. Silva, Ana Filipa Sampaio, Luís F. Teixeira, Maria João M. Vasconcelos

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Improving Automatic Quality Inspection in the Automotive Industry by Combining Simulated and Real Data.

Pedro Pinho, Isabel Rio-Torto, Luís F. Teixeira

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

2020

Understanding the decisions of CNNs: An in-model approach.

Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira

Pattern Recognit. Lett., 2020

Using autoencoders as a weight initialization method on deep neural networks for disease detection.

Mafalda Falcão Ferreira, Rui Camacho, Luís Filipe Teixeira

BMC Medical Informatics Decis. Mak., 2020

Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

CoRR, 2020

Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images.

Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Understanding the Impact of Artificial Intelligence on Services.

Pedro Ferreira, Jorge Grenha Teixeira, Luís F. Teixeira

Proceedings of the Exploring Service Science - 10th International Conference, 2020

2019

GarmNet: Improving Global with Local Perception for Robotic Laundry Folding.

Daniel Fernandes Gomes, Shan Luo, Luís F. Teixeira

Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019

Towards a Joint Approach to Produce Decisions and Explanations Using CNNs.

Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018

Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning.

João Bernardino, Luís Filipe Teixeira, Hugo Sereno Ferreira

CoRR, 2018

Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Pre-trained Convolutional Networks and Generative Statistical Models: A Comparative Study in Large Datasets.

John Michael, Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2015

Learning from evolving video streams in a multi-camera scenario.

Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira

Mach. Learn., 2015

Visual-Inertial Based Autonomous Navigation.

Francisco de Babo Martins, Luís F. Teixeira, Rui Nóbrega

Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015

Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams.

Samaneh Khoshrou, Jaime S. Cardoso, Eric Granger, Luís Filipe Teixeira

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Analysis of Expressiveness of Portuguese Sign Language Speakers.

Ines V. Rodrigues, Eduardo Marques Pereira, Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Experimental Evaluation of the Bag-of-Features Model for Unsupervised Learning of Images.

Mariana Afonso, Luís F. Teixeira

Proceedings of the British Machine Vision Conference 2015, 2015

Automatic Analysis of Lung Function Based on Smartphone Recordings.

João F. Teixeira, Luís F. Teixeira, João Pedro Fonseca Teixeira, Tiago Jacinto

Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets.

João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago Jacinto

Proceedings of the HEALTHINF 2015, 2015

Retrieval of Objects Captured with Kinect One Camera.

Pedro B. Pascoal, Pedro F. Proença, Filipe Gaspar, Miguel Sales Dias, Luís Filipe Teixeira, Alfredo Ferreira, Viktor Seib, Norman Link, Dietrich Paulus, Atsushi Tatsuma, Masaki Aono

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014

Active Mining of Parallel Video Streams.

Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira

CoRR, 2014

Active Learning from Video Streams in a Multi-camera Scenario.

Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Analysis of object description methods in a video object tracking environment.

Pedro Carvalho, Telmo Oliveira, Lucian Ciobanu, Filipe Gaspar, Luís Filipe Teixeira, Rafael Bastos, Jaime S. Cardoso, Miguel Sales Dias, Luís Corte-Real

Mach. Vis. Appl., 2013

2012

Automatic description of object appearances in a wide-area surveillance scenario.

Luís Filipe Teixeira, Pedro Carvalho, Jaime S. Cardoso, Luís Corte-Real

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Designing tablet-based games for seniors: the example of CogniPlay, a cognitive gaming platform.

Ana Vasconcelos, Paula Alexandra Silva, João Caseiro, Francisco Nunes, Luís F. Teixeira

Proceedings of the 4th International Conference on Fun and Games, 2012

2009

Video object matching across multiple independent views using local descriptors and adaptive learning.

Luís Filipe Teixeira, Luís Corte-Real

Pattern Recognit. Lett., 2009

Statistical Multiplexing of H.264 Video Streams using Structural Similarity Information.

Luís Filipe Teixeira, Luís Corte-Real

J. Inf. Sci. Eng., 2009

Partition-distance methods for assessing spatial segmentations of images and videos.

Jaime S. Cardoso, Pedro Carvalho, Luís Filipe Teixeira, Luís Corte-Real

Comput. Vis. Image Underst., 2009

H.264 Rate-Distortion Analysis Using Subjective Quality Metric.

Luís F. Teixeira, Luís Corte-Real

Proceedings of the Future Multimedia Networking, Second International Workshop, 2009

2008

Building Modular Surveillance Systems based on Multiple Sources of Information - Architecture and Requirements.

Daniel Durães, Luís Filipe Teixeira, Luís Corte-Real

Proceedings of the SIGMAP 2008, 2008

Automatic System for the Recognition of Amounts in Handwritten Cheques.

Filipe Coelho, Luis Batista, Luís Filipe Teixeira, Jaime S. Cardoso

Proceedings of the SIGMAP 2008, 2008

MarsyasX: multimedia dataflow processing with implicit patching.

Luís Filipe Teixeira, Luis Gustavo Martins, Mathieu Lagrange, George Tzanetakis

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Interoperability and the MARSYAS 0.2 Runtime.

George Tzanetakis, Randy Jones, Carlos Castillo, Luis Gustavo Martins, Luís Filipe Teixeira, Mathieu Lagrange

Proceedings of the 2008 International Computer Music Conference, 2008

Joint Coding of Multiple H.264 Video Programs.

Luís F. Teixeira, Luís Corte-Real

Proceedings of the Progress in Pattern Recognition, 2008

Automatic Breast Contour Detection in Digital Photographs.

Jaime S. Cardoso, Luís Filipe Teixeira, Maria João Cardoso

Proceedings of the First International Conference on Health Informatics, 2008

Breast Contour Detection with Stable Paths.

Jaime S. Cardoso, Ricardo Gamelas Sousa, Luís Filipe Teixeira, Maria João Cardoso

Proceedings of the Biomedical Engineering Systems and Technologies, 2008

2007

Object Segmentation Using Background Modelling and Cascaded Change Detection.

Luís Filipe Teixeira, Jaime S. Cardoso, Luís Corte-Real

J. Multim., 2007

Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors.

Mathieu Lagrange, Luis Gustavo Martins, Luís Filipe Teixeira, George Tzanetakis

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007