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Viewing Publication 1 - 55 from 55

2024

Intrinsic Explainability for End-to-End Object DetectionLuís Fernandes, João N. D. Fernandes, Mariana Calado, João Ribeiro Pinto, Ricardo Cerqueira, Jaime S. Cardoso 0001. access, 12:2623-2634, 2024. [doi]

Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving SystemsCaio Nogueira, Luís Fernandes, João N. D. Fernandes, Jaime S. Cardoso 0001. sensors, 24(2):516, January 2024. [doi]

2023

Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methodsTomé Albuquerque, Luís Rosado, Ricardo Cruz, Maria João M. Vasconcelos, Tiago Oliveira 0004, Jaime S. Cardoso 0001. iswa, 17:200170, 2023. [doi]

Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSITomé Albuquerque, Mei Ling Fang, Benedikt Wiestler, Claire Delbridge, Maria João M. Vasconcelos, Jaime S. Cardoso 0001, Peter Schüffler. miccai 2023: 157-167 [doi]

Evaluating the Performance of Explanation Methods on Ordinal Regression CNN ModelsJavier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso 0001, Pedro Antonio Gutiérrez, César Hervás-Martínez. iwann 2023: 529-540 [doi]

Unveiling the performance of video anomaly detection models - A benchmark-based reviewFrancisco Caetano, Pedro Carvalho, Jaime S. Cardoso 0001. iswa, 18:200236, May 2023. [doi]

Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing DetectionEduarda Caldeira, Pedro C. Neto, Tiago Gonçalves, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso 0001. eusipco 2023: 955-959 [doi]

YOLOMM - You Only Look Once for Multi-modal Multi-taskingFilipe Campos, Francisco Gonçalves Cerqueira, Ricardo P. M. Cruz, Jaime S. Cardoso 0001. ciarp 2024: 564-574 [doi]

Symmetry-based regularization in deep breast cancer screeningEduardo Castro, José Costa Pereira, Jaime S. Cardoso 0001. mia, 83:102690, 2023. [doi]

Two-Stage Framework for Faster Semantic SegmentationRicardo Cruz, Diana Teixeira e Silva, Tiago Gonçalves, Diogo Carneiro, Jaime S. Cardoso 0001. sensors, 23(6):3092, March 2023. [doi]

Active Supervision: Human in the LoopRicardo P. M. Cruz, A. S. M. Shihavuddin, Md Hasan Maruf, Jaime S. Cardoso 0001. ciarp 2024: 540-551 [doi]

Deep Learning Strategies For Rare Drug Mechanism of Action PredictionGonçalo Ferreira, Marco Teixeira, Raquel Belo, Wilson Silva, Jaime S. Cardoso 0001. ijcnn 2023: 1-7 [doi]

Deep Minutiae Fingerprint Extraction Using Equivariance PriorsMargarida Gouveia, Eduardo Castro, Ana Rebelo, Jaime S. Cardoso 0001, Bruno Patrão. biostec 2023: 241-251 [doi]

OCT Image Synthesis through Deep Generative ModelsTânia Melo, Jaime S. Cardoso 0001, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça. cbms 2023: 561-566 [doi]

Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face RecognitionPedro C. Neto, Eduarda Caldeira, Jaime S. Cardoso 0001, Ana Filipa Sequeira. biosig 2023: 1-5 [doi]

PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face RecognitionPedro C. Neto, Ana F. Sequeira, Jaime S. Cardoso 0001, Philipp Terhörst. cvpr 2023: 1021-1029 [doi]

Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves, Jaime S. Cardoso 0001. clef 2023: 1653-1667 [doi]

Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT ImagesPlácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega, Jaime S. Cardoso 0001. icassp 2023: 1-5 [doi]

2022

Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and TransformationPedro Costa 0005, Alex Gaudio, Aurélio Campilho, Jaime S. Cardoso 0001. midl 2022: 250-260 [doi]

Quality Control in Digital Pathology: Automatic Fragment Detection and CountingTomé Albuquerque, Ana Moreira, Beatriz Barros, Diana Montezuma, Sara P. Oliveira, Pedro C. Neto, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Ana Monteiro, Isabel M. Pinto, Jaime S. Cardoso 0001. embc 2022: 588-593 [doi]

Electrocardiogram lead conversion from single-lead blindly-segmented signalsSofia C. Beco, João Ribeiro Pinto, Jaime S. Cardoso 0001. midm, 22(1):314, 2022. [doi]

Toward Vehicle Occupant-Invariant Models for Activity CharacterizationLeonardo Capozzi, Vítor Barbosa, Carolina Pinto, João Ribeiro Pinto, Américo Pereira, Pedro Carvalho, Jaime S. Cardoso 0001. access, 10:104215-104225, 2022. [doi]

A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms?Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira 0001, Jaime S. Cardoso 0001. access, 10:98909-98935, 2022. [doi]

Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven RegularizationDiogo Mata, Wilson Silva, Jaime S. Cardoso 0001. ibpria 2022: 119-128 [doi]

Disentangled Representation Learning for Privacy-Preserving Case-Based ExplanationsHelena Montenegro, Wilson Silva, Jaime S. Cardoso 0001. miccai 2023: 33-45 [doi]

Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting PrivacyHelena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso 0001. access, 10:28333-28347, 2022. [doi]

OrthoMAD: Morphing Attack Detection Through Orthogonal Identity DisentanglementPedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso 0001. biosig 2022: 173-181 [doi]

Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face RecognitionPedro C. Neto, João Ribeiro Pinto, Fadi Boutros, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso 0001. access, 10:86222-86233, 2022. [doi]

OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware OcclusionsPedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso 0001, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal 0001, David Menotti. icb 2022: 1-9 [doi]

Spiking Neural Networks: A SurveyJoão D. Nunes, Marcelo Carvalho, Diogo Carneiro, Jaime S. Cardoso 0001. access, 10:60738-60764, 2022. [doi]

Tackling unsupervised multi-source domain adaptation with optimism and consistencyDiogo Pernes, Jaime S. Cardoso 0001. eswa, 194:116486, 2022. [doi]

Streamlining Action Recognition in Autonomous Shared Vehicles with an Audiovisual Cascade StrategyJoão Ribeiro Pinto, Pedro Carvalho, Carolina Pinto, Afonso Sousa, Leonardo Capozzi, Jaime S. Cardoso 0001. visapp 2022: 467-474 [doi]

From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation GenerationIsabel Rio-Torto, Jaime S. Cardoso 0001, Luís F. Teixeira 0001. ibpria 2022: 54-65 [doi]

Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment OutcomesWilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso 0001. ibpria 2022: 108-118 [doi]

2021

DeSIRe: Deep Signer-Invariant Representations for Sign Language RecognitionPedro M. Ferreira 0002, Diogo Pernes, Ana Rebelo, Jaime S. Cardoso 0001. tsmc, 51(9):5830-5845, 2021. [doi]

A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological ImagesPedro Costa 0005, Aurélio Campilho, Jaime S. Cardoso 0001. ciarp 2021: 55-64 [doi]

Ordinal losses for classification of cervical cancer riskTomé Albuquerque, Ricardo Cruz, Jaime S. Cardoso 0001. peerj-cs, 7, 2021. [doi]

Embedded Regularization For Classification Of Colposcopic ImagesTomé Albuquerque, Jaime S. Cardoso 0001. isbi 2021: 1920-1923 [doi]

Deep Ordinal Focus Assessment for Whole Slide ImagesTomé Albuquerque, Ana Moreira, Jaime S. Cardoso 0001. iccvw 2021: 657-663 [doi]

Hidden Markov models on a self-organizing map for anomaly detection in 802.11 wireless networksAnisa Allahdadi, Diogo Pernes, Jaime S. Cardoso 0001, Ricardo Morla. nca, 33(14):8777-8794, 2021. [doi]

End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo GenerationLeonardo Capozzi, João Ribeiro Pinto, Jaime S. Cardoso 0001, Ana Rebelo. ciarp 2021: 451-460 [doi]

Optimizing Person Re-Identification Using Generated Attention MasksLeonardo Capozzi, João Ribeiro Pinto, Jaime S. Cardoso 0001, Ana Rebelo. ciarp 2021: 248-257 [doi]

A Systematic Survey of ML Datasets for Prime CV Research Areas - Media and MetadataHelder F. Castro, Jaime S. Cardoso 0001, Maria T. Andrade 0001. data, 6(2):12, 2021. [doi]

AUTOMOTIVE: A Case Study on AUTOmatic multiMOdal Drowsiness detecTIon for smart VEhiclesTelma Esteves, João Ribeiro Pinto, Pedro M. Ferreira 0002, Pedro Amaro Costa, Lourenço Abrunhosa Rodrigues, Inês Antunes, Gabriel Lopes, Pedro Gamito, Arnaldo J. Abrantes, Pedro M. Jorge, André Lourenço, Ana F. Sequeira, Jaime S. Cardoso 0001, Ana Rebelo. access, 9:153678-153700, 2021. [doi]

Mixture-Based Open World Face RecognitionArthur Matta, João Ribeiro Pinto, Jaime S. Cardoso 0001. worldcist 2021: 653-662 [doi]

Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image AnalysisHelena Montenegro, Wilson Silva, Jaime S. Cardoso 0001. access, 9:148037-148047, 2021. [doi]

FocusFace: Multi-task Contrastive Learning for Masked Face RecognitionPedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Darner, Ana F. Sequeira, Jaime S. Cardoso 0001. fgr 2021: 1-8 [doi]

My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face RecognitionPedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana F. Sequeira, Jaime S. Cardoso 0001. biosig 2021: 21-30 [doi]

Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep BiometricsJoão Ribeiro Pinto, Miguel V. Correia 0002, Jaime S. Cardoso 0001. tbbis, 3(2):180-189, 2021. [doi]

Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point ProcessMohsen Saffari, Mahdi Khodayar, Mohammad Saeed Ebrahimi Saadabadi, Ana F. Sequeira, Jaime S. Cardoso 0001. sensors, 21(5):1846, 2021. [doi]

An exploratory study of interpretability for face presentation attack detectionAna F. Sequeira, Tiago Gonçalves, Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso 0001. iet-bmt, 10(4):441-455, 2021. [doi]

2020

802.11 wireless simulation and anomaly detection using HMM and UBMAnisa Allahdadi, Ricardo Morla, Jaime S. Cardoso 0001. simulation, 96(12), 2020. [doi]

Background Invariance by Adversarial LearningRicardo Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto da Costa, Jaime S. Cardoso 0001. icpr 2021: 5883-5888 [doi]

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