Luís F. Teixeira
Orcid: 0000-0002-4050-7880Affiliations:
- University of Porto, Portugal
According to our database1,
Luís F. Teixeira
authored at least 54 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on inesctec.pt
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on orcid.org
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Bibliography
2024
ACM Comput. Surv., April, 2024
2023
Deep learning-based human action recognition to leverage context awareness in collaborative assembly.
Robotics Comput. Integr. Manuf., 2023
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models.
CoRR, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.
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.
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.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
CoRR, 2022
A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?
IEEE Access, 2022
Proceedings of the Optimization, Learning Algorithms and Applications, 2022
From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
2021
J. Imaging, 2021
Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images.
J. Imaging, 2021
Cervical Cancer Detection and Classification in Cytology Images Using a Hybrid Approach.
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.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021
2020
Pattern Recognit. Lett., 2020
Using autoencoders as a weight initialization method on deep neural networks for disease detection.
BMC Medical Informatics Decis. Mak., 2020
Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies.
CoRR, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the Exploring Service Science - 10th International Conference, 2020
2019
Proceedings of the Towards Autonomous Robotic Systems - 20th Annual Conference, 2019
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
2018
CoRR, 2018
Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma.
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.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
2015
Proceedings of the Robot 2015: Second Iberian Robotics Conference, 2015
Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
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.
Proceedings of the British Machine Vision Conference 2015, 2015
Proceedings of the Biomedical Engineering Systems and Technologies, 2015
Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets.
Proceedings of the HEALTHINF 2015, 2015
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Mach. Vis. Appl., 2013
2012
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.
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.
Pattern Recognit. Lett., 2009
Statistical Multiplexing of H.264 Video Streams using Structural Similarity Information.
J. Inf. Sci. Eng., 2009
Comput. Vis. Image Underst., 2009
Proceedings of the Future Multimedia Networking, Second International Workshop, 2009
2008
Building Modular Surveillance Systems based on Multiple Sources of Information - Architecture and Requirements.
Proceedings of the SIGMAP 2008, 2008
Automatic System for the Recognition of Amounts in Handwritten Cheques.
Proceedings of the SIGMAP 2008, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the 2008 International Computer Music Conference, 2008
Proceedings of the Progress in Pattern Recognition, 2008
Automatic Breast Contour Detection in Digital Photographs.
Proceedings of the First International Conference on Health Informatics, 2008
Proceedings of the Biomedical Engineering Systems and Technologies, 2008
2007
J. Multim., 2007
Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007