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ORCIDLuís F. Teixeira 0001
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- affiliation: University of Porto, Portugal
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2020 – today
- 2024
[j13]Cristiano Patrício
, João C. Neves, Luís F. Teixeira:
Explainable Deep Learning Methods in Medical Image Classification: A Survey. ACM Comput. Surv. 56(4): 85:1-85:41 (2024)- [c38]Filipe Campos, Liliana Petrychenko, Luís F. Teixeira, Wilson Silva:
Latent diffusion models for Privacy-preserving Medical Case-based Explanations. EXPLIMED@ECAI 2024 - [c37]Cristiano Patrício, Luís F. Teixeira, João C. Neves:
Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models. ISBI 2024: 1-5 - [c36]Isabel Rio-Torto, Tiago Gonçalves, Jaime S. Cardoso, Luís F. Teixeira:
On the Suitability of B-cos Networks for the Medical Domain. ISBI 2024: 1-5 - [i11]Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João C. Neves:
Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models. CoRR abs/2406.00772 (2024) - [i10]Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira:
Markerless Multi-view 3D Human Pose Estimation: a survey. CoRR abs/2407.03817 (2024) - [i9]Inês Gomes, Luís F. Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Luís Cunha, Moisés Santos:
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary. CoRR abs/2408.06302 (2024) - 2023
- [j12]Duarte Moutinho, Luís Freitas Rocha, Carlos M. Costa, Luís F. Teixeira, Germano Veiga:
Deep learning-based human action recognition to leverage context awareness in collaborative assembly. Robotics Comput. Integr. Manuf. 80: 102449 (2023) - [c35]Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira:
Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023. CLEF (Working Notes) 2023: 1596-1610 - [c34]Cristiano Patrício, João C. Neves, Luís F. Teixeira:
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis. CVPR Workshops 2023: 3799-3808 - [c33]Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva:
Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data. ICMLA 2023: 1412-1417 - [c32]Luís Cunha, Carlos Soares, André Restivo, Luís F. Teixeira:
GASTeN: Generative Adversarial Stress Test Networks. IDA 2023: 91-102 - [c31]Martim Pinto Da Silva, Diogo Carneiro, João Fernandes, Luís Filipe Teixeira:
MobileWeatherNet for LiDAR-Only Weather Estimation. IJCNN 2023: 1-8 - [i8]Cristiano Patrício, João C. Neves, Luís F. Teixeira:
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis. CoRR abs/2304.04579 (2023) - [i7]Cristiano Patrício, Luís F. Teixeira, João C. Neves:
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models. CoRR abs/2311.14339 (2023) - 2022
- [j11]Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso:
A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms? IEEE Access 10: 98909-98935 (2022) - [c30]Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira:
From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation. IbPRIA 2022: 54-65 - [c29]Miguel Marques, Catarina da Silva Lourenço, Luís F. Teixeira:
Detection of Epilepsy in EEGs Using Deep Sequence Models - A Comparative Study. IbPRIA 2022: 192-203 - [c28]Ana Sofia Figueiredo Rodrigues, Júlio Castro Lopes, Rui Pedro Lopes, Luís F. Teixeira:
Classification of Facial Expressions Under Partial Occlusion for VR Games. OL2A 2022: 804-819 - [e1]Armando J. Pinho, Petia Georgieva, Luís F. Teixeira, Joan-Andreu Sánchez:
Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings. Lecture Notes in Computer Science 13256, Springer 2022, ISBN 978-3-031-04880-7 [contents] - [i6]Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso:
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? CoRR abs/2204.12406 (2022) - [i5]Cristiano Patrício, João C. Neves, Luís F. Teixeira:
Explainable Deep Learning Methods in Medical Diagnosis: A Survey. CoRR abs/2205.04766 (2022) - 2021
- [j10]Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado:
Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images. J. Imaging 7(1): 2 (2021) - [j9]Ana C. Morgado, Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos:
Incremental Learning for Dermatological Imaging Modality Classification. J. Imaging 7(9): 180 (2021) - [c27]Pedro Pinho, Isabel Rio-Torto, Luís F. Teixeira:
Improving Automatic Quality Inspection in the Automotive Industry by Combining Simulated and Real Data. ISVC (1) 2021: 278-290 - [c26]Eduardo L. Silva, Ana Filipa Sampaio, Luís F. Teixeira, Maria João M. Vasconcelos:
Cervical Cancer Detection and Classification in Cytology Images Using a Hybrid Approach. ISVC (2) 2021: 299-312 - 2020
- [j8]Mafalda Falcão Ferreira, Rui Camacho, Luís Filipe Teixeira:
Using autoencoders as a weight initialization method on deep neural networks for disease detection. BMC Medical Informatics Decis. Mak. 20-S(5): 141 (2020) - [j7]Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira:
Understanding the decisions of CNNs: An in-model approach. Pattern Recognit. Lett. 133: 373-380 (2020) - [c25]Pedro Ferreira, Jorge Grenha Teixeira, Luís F. Teixeira:
Understanding the Impact of Artificial Intelligence on Services. IESS 2020: 202-213 - [c24]Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado:
Deep Learning Models for Segmentation of Mobile-Acquired Dermatological Images. ICIAR (2) 2020: 228-237 - [i4]Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira:
Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies. CoRR abs/2001.05253 (2020)
2010 – 2019
- 2019
- [c23]Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira:
Towards a Joint Approach to Produce Decisions and Explanations Using CNNs. IbPRIA (1) 2019: 3-15 - [c22]Daniel Fernandes Gomes, Shan Luo, Luís F. Teixeira:
GarmNet: Improving Global with Local Perception for Robotic Laundry Folding. TAROS (2) 2019: 49-61 - [i3]Daniel Fernandes Gomes, Shan Luo, Luís F. Teixeira:
GarmNet: Improving Global with Local Perception for Robotic Laundry Folding. CoRR abs/1907.00408 (2019) - 2018
- [c21]Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira:
Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma. BIBM 2018: 629-632 - [i2]João Bernardino, Luís Filipe Teixeira, Hugo Sereno Ferreira:
Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning. CoRR abs/1807.07521 (2018) - 2017
- [c20]John Michael, Luís F. Teixeira:
Pre-trained Convolutional Networks and Generative Statistical Models: A Comparative Study in Large Datasets. IbPRIA 2017: 69-75 - 2015
- [j6]Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira:
Learning from evolving video streams in a multi-camera scenario. Mach. Learn. 100(2-3): 609-633 (2015) - [c19]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:
Retrieval of Objects Captured with Kinect One Camera. 3DOR@Eurographics 2015: 145-151 - [c18]João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago Jacinto:
Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets. HEALTHINF 2015: 123-130 - [c17]João F. Teixeira, Luís F. Teixeira, João Pedro Fonseca Teixeira, Tiago Jacinto:
Automatic Analysis of Lung Function Based on Smartphone Recordings. BIOSTEC (Selected Papers) 2015: 390-402 - [c16]Mariana Afonso, Luís F. Teixeira:
Experimental Evaluation of the Bag-of-Features Model for Unsupervised Learning of Images. BMVC 2015: 146.1-146.12 - [c15]Ines V. Rodrigues, Eduardo Marques Pereira, Luís F. Teixeira:
Analysis of Expressiveness of Portuguese Sign Language Speakers. IbPRIA 2015: 708-717 - [c14]Samaneh Khoshrou, Jaime S. Cardoso, Eric Granger, Luís Filipe Teixeira:
Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams. ISVC (2) 2015: 509-520 - [c13]Francisco de Babo Martins, Luís F. Teixeira, Rui Nóbrega:
Visual-Inertial Based Autonomous Navigation. ROBOT (2) 2015: 561-572 - 2014
- [c12]Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira:
Active Learning from Video Streams in a Multi-camera Scenario. ICPR 2014: 1248-1253 - [i1]Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira:
Active Mining of Parallel Video Streams. CoRR abs/1405.3382 (2014) - 2013
- [j5]Pedro Carvalho, Telmo Oliveira, Lucian Ciobanu, Filipe Gaspar, Luís Filipe Teixeira, Rafael Bastos, Jaime S. Cardoso, Miguel Sales Dias, Luís Corte-Real:
Analysis of object description methods in a video object tracking environment. Mach. Vis. Appl. 24(6): 1149-1165 (2013) - 2012
- [c11]Ana Vasconcelos, Paula Alexandra Silva, João Caseiro, Francisco Nunes, Luís F. Teixeira:
Designing tablet-based games for seniors: the example of CogniPlay, a cognitive gaming platform. Fun and Games 2012: 1-10 - [c10]Luís Filipe Teixeira, Pedro Carvalho, Jaime S. Cardoso, Luís Corte-Real:
Automatic description of object appearances in a wide-area surveillance scenario. ICIP 2012: 1609-1612
2000 – 2009
- 2009
- [j4]Jaime S. Cardoso, Pedro Carvalho, Luís Filipe Teixeira, Luís Corte-Real:
Partition-distance methods for assessing spatial segmentations of images and videos. Comput. Vis. Image Underst. 113(7): 811-823 (2009) - [j3]Luís Filipe Teixeira, Luís Corte-Real:
Statistical Multiplexing of H.264 Video Streams using Structural Similarity Information. J. Inf. Sci. Eng. 25(3): 703-715 (2009) - [j2]Luís Filipe Teixeira, Luís Corte-Real:
Video object matching across multiple independent views using local descriptors and adaptive learning. Pattern Recognit. Lett. 30(2): 157-167 (2009) - [c9]Luís F. Teixeira, Luís Corte-Real:
H.264 Rate-Distortion Analysis Using Subjective Quality Metric. FMN 2009: 248-253 - 2008
- [c8]Jaime S. Cardoso, Luís Filipe Teixeira, Maria João Cardoso:
Automatic Breast Contour Detection in Digital Photographs. HEALTHINF (2) 2008: 91-98 - [c7]Jaime S. Cardoso, Ricardo Gamelas Sousa, Luís Filipe Teixeira, Maria João Cardoso:
Breast Contour Detection with Stable Paths. BIOSTEC (Selected Papers) 2008: 439-452 - [c6]Luís F. Teixeira, Luís Corte-Real:
Joint Coding of Multiple H.264 Video Programs. CIARP 2008: 741-748 - [c5]George Tzanetakis, Randy Jones, Carlos Castillo, Luis Gustavo Martins, Luís Filipe Teixeira, Mathieu Lagrange:
Interoperability and the MARSYAS 0.2 Runtime. ICMC 2008 - [c4]Luís Filipe Teixeira, Luis Gustavo Martins, Mathieu Lagrange, George Tzanetakis:
MarsyasX: multimedia dataflow processing with implicit patching. ACM Multimedia 2008: 873-876 - [c3]Daniel Durães, Luís Filipe Teixeira, Luís Corte-Real:
Building Modular Surveillance Systems based on Multiple Sources of Information - Architecture and Requirements. SIGMAP 2008: 314-319 - [c2]Filipe Coelho, Luis Batista, Luís Filipe Teixeira, Jaime S. Cardoso:
Automatic System for the Recognition of Amounts in Handwritten Cheques. SIGMAP 2008: 320-324 - 2007
- [j1]Luís Filipe Teixeira, Jaime S. Cardoso, Luís Corte-Real:
Object Segmentation Using Background Modelling and Cascaded Change Detection. J. Multim. 2(5): 55-65 (2007) - [c1]Mathieu Lagrange, Luis Gustavo Martins, Luís Filipe Teixeira, George Tzanetakis:
Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors. CBMI 2007: 219-226
Coauthor Index
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