Jaime S. Cardoso
Orcid: 0000-0002-3760-2473Affiliations:
- Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal
- University of Porto, Portugal
According to our database1,
Jaime S. Cardoso
authored at least 238 papers
between 2005 and 2024.
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Bibliography
2024
Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems.
Sensors, January, 2024
2023
Unveiling the performance of video anomaly detection models - A benchmark-based review.
Intell. Syst. Appl., May, 2023
Medical Image Anal., 2023
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods.
Intell. Syst. Appl., 2023
Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Review.
CoRR, 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR, 2023
A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype.
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Proceedings of the Advances in Computational Intelligence, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images.
Proceedings of the IEEE International Conference on Acoustics, 2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection.
Proceedings of the 31st European Signal Processing Conference, 2023
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2023
2022
BMC Medical Informatics Decis. Mak., 2022
Expert Syst. Appl., 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
CoRR, 2022
CoRR, 2022
Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition.
IEEE Access, 2022
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
IEEE Access, 2022
A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?
IEEE Access, 2022
IEEE Access, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022
Streamlining Action Recognition in Autonomous Shared Vehicles with an Audiovisual Cascade Strategy.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 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
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022
2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep Biometrics.
IEEE Trans. Biom. Behav. Identity Sci., 2021
Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point Process.
Sensors, 2021
Hidden Markov models on a self-organizing map for anomaly detection in 802.11 wireless networks.
Neural Comput. Appl., 2021
IET Biom., 2021
Data, 2021
CoRR, 2021
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis.
IEEE Access, 2021
AUTOMOTIVE: A Case Study on AUTOmatic multiMOdal Drowsiness detecTIon for smart VEhicles.
IEEE Access, 2021
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the International IEEE Joint Conference on Biometrics, 2021
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition.
Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021
Evaluation of the impact of domain adaptation on segmentation of Multiple Sclerosis lesions in MRI.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devices.
Comput. Methods Programs Biomed., 2020
Video Summarization through Total Variation, Deep Semi-supervised Autoencoder and Clustering Algorithms.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?
Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020
Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020
Audiovisual Classification of Group Emotion Valence Using Activity Recognition Networks.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020
Automotive Interior Sensing - Towards a Synergetic Approach between Anomaly Detection and Action Recognition Strategies.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the BIOSIG 2020, 2020
A robust fingerprint presentation attack detection method against unseen attacks through adversarial learning.
Proceedings of the BIOSIG 2020, 2020
Quantification of Brain Lesions in Multiple Sclerosis Patients using Segmentation by Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Neural Comput. Appl., 2019
Multim. Tools Appl., 2019
Insulator visual non-conformity detection in overhead power distribution lines using deep learning.
Comput. Electr. Eng., 2019
A Deep Learning Design for Improving Topology Coherence in Blood Vessel Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twelfth International Conference on Machine Vision, 2019
A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019
Adversarial learning for a robust iris presentation attack detection method against unseen attack presentations.
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019
2018
Sensors, 2018
PeerJ Comput. Sci., 2018
Pattern Anal. Appl., 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
IEEE Access, 2018
IEEE Access, 2018
Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies.
IEEE Access, 2018
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methods.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018
Proceedings of the 7th European Workshop on Visual Information Processing, 2018
Transfer learning approach for fall detection with the FARSEEING real-world dataset and simulated falls.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Mobile-Based Analysis of Malaria-Infected Thin Blood Smears: Automated Species and Life Cycle Stage Determination.
Sensors, 2017
Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel.
Sensors, 2017
Cross-layer classification framework for automatic social behavioural analysis in surveillance scenario.
Neural Comput. Appl., 2017
Neural Comput. Appl., 2017
Neural Comput. Appl., 2017
Proceedings of the pHealth 2017, 2017
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation.
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the Advances in Computational Intelligence, 2017
Mass segmentation in mammograms: A cross-sensor comparison of deep and tailored features.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
\mu μ SmartScope: Towards a Fully Automated 3D-Printed Smartphone Microscope with Motorized Stage.
Proceedings of the Biomedical Engineering Systems and Technologies, 2017
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017) - Volume 1: BIODEVICES, Porto, 2017
2016
J. Vis. Commun. Image Represent., 2016
The breast cancer conservative treatment. Cosmetic results - BCCT.core - Software for objective assessment of esthetic outcome in breast cancer conservative treatment: A narrative review.
Comput. Methods Programs Biomed., 2016
Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016
Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework.
Proceedings of the Breast Imaging, 2016
A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
2015
A Cognitively-Motivated Framework for Partial Face Recognition in Unconstrained Scenarios.
Sensors, 2015
Pattern Recognit. Lett., 2015
Neural Comput. Appl., 2015
Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer.
Int. J. Pattern Recognit. Artif. Intell., 2015
A Comparative Analysis of Two Approaches to Periocular Recognition in Mobile Scenarios.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 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
Video Analysis in Indoor Soccer using a Quadcopter.
Proceedings of the ICPRAM 2015, 2015
oAdaBoost - An AdaBoost Variant for Ordinal Classification.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the Biomedical Engineering Systems and Technologies, 2015
Periocular Recognition under Unconstrained Settings with Universal Background Models.
Proceedings of the BIOSIGNALS 2015, 2015
2014
Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Networks 21 (2008) 78-79].
Neural Networks, 2014
Expert Syst. Appl., 2014
A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 7th IFIP Wireless and Mobile Networking Conference, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Proceedings of the Artificial Intelligence, Evolutionary Computing and Metaheuristics, 2013
Mach. Vis. Appl., 2013
AI Commun., 2013
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013
Robust Iris Segmentation under Unconstrained Settings.
Proceedings of the VISAPP 2013, 2013
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, Sydney, Australia, October 21-24, 2013, 2013
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
2012
Image Vis. Comput., 2012
Int. J. Multim. Inf. Retr., 2012
Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Simultaneous detection of prominent points on breast cancer conservative treatment images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Int. J. Pattern Recognit. Artif. Intell., 2011
Surface Reconstruction for Generating Digital Models of Prosthesis.
Proceedings of the VISAPP 2011, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
2010
Int. J. Document Anal. Recognit., 2010
Robust Staffline Thickness and Distance Estimation in Binary and Gray-Level Music Scores.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Comput. Vis. Image Underst., 2009
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009
Image Retargeting using Stable Paths.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment.
Proceedings of the Computer Recognition Systems 2, 2008
Automatic System for the Recognition of Amounts in Handwritten Cheques.
Proceedings of the SIGMAP 2008, 2008
Staff Line Detection and Removal with Stable Paths.
Proceedings of the SIGMAP 2008, 2008
Proceedings of the 2008 International Computer Music Conference, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 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
J. Mach. Learn. Res., 2007
Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment.
Artif. Intell. Medicine, 2007
Proceedings of IEEE International Conference on Communications, 2007
2006
IEEE Trans. Image Process., 2006
Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
2005
IEEE Trans. Circuits Syst. Video Technol., 2005
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment.
Neural Networks, 2005
Proceedings of the Machine Learning: ECML 2005, 2005