Jaime S. Cardoso

315 papers A 3B 31C 16Misc 19Journal 135Unranked 102

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Interpretability of Machine Intelligence in Medical Image Computing - 8th International Workshop, iMIMIC 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings iMIMIC@MICCAI Mauricio Reyes, Pedro Henriques Abreu, Jaime S. Cardoso
2026	C	`conf`	Knowledge Distillation for Lightweight Models in Wildfire Segmentation. ICPRAM Rafael M. Mamede, Leonardo M. Ferreira, Mansur Mustafin, Eduarda Caldeira, Hélder P. Oliveira, Jaime S. Cardoso, Ana Filipa Sequeira
2026	J	`jnl`	Ordinal Semantic Segmentation Applied to Medical and Odontological Images. CoRR Mariana Dória Prata Lima, Gilson Antonio Giraldi, Jaime S. Cardoso
2026	J	`jnl`	Personalized Cell Segmentation: Benchmark and Framework for Reference-Guided Cell Type Segmentation. CoRR Bisheng Wang, Jaime S. Cardoso, Lin Wu
2026	J	`jnl`	WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification. CoRR Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2025	J	`jnl`	A survey on cell nuclei instance segmentation and classification: Leveraging context and attention. Medical Image Anal. João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Jaime S. Cardoso
2025	J	`jnl`	An inpainting approach to manipulate asymmetry in pre-operative breast images. CoRR Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2025	—	`conf`	Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome Prediction. Deep-Breath@MICCAI Joana Santos, Helena Montenegro, Eduard Bonci, Maria João Cardoso, Jaime S. Cardoso
2025	J	`jnl`	Balancing Beyond Discrete Categories: Continuous Demographic Labels for Fair Face Recognition. CoRR Pedro C. Neto, Naser Damer, Jaime S. Cardoso, Ana Filipa Sequeira
2025	B	`conf`	Beyond Accuracy: The Role of Calibration in Computational Pathology. IJCNN João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Inti Zlobec, Jaime S. Cardoso
2025	J	`jnl`	CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification. CoRR Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João C. Neves
2025	J	`jnl`	CBVLM: Training-free explainable concept-based Large Vision Language Models for medical image classification. Comput. Biol. Medicine Cristiano Patrício, Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira, João Neves
2025	J	`jnl`	CNN explanation methods for ordinal regression tasks. Neurocomputing Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez
2025	J	`jnl`	CountPath: Automating Fragment Counting in Digital Pathology. CoRR Ana Beatriz Vieira, Maria Valente, Diana Montezuma, Tomé Albuquerque, Liliana Ribeiro, Domingos Oliveira, João C. Monteiro, Sofia Gonçalves, Isabel M. Pinto, Jaime S. Cardoso, Arlindo L. Oliveira
2025	—	`conf`	Deciphering the Silent Signals: Unveiling Frequency Importance for Wi-Fi-Based Human Pose Estimation with Explainability. IbPRIA (2) Leonardo Capozzi, Leonardo M. Ferreira, Tiago Gonçalves, Ana Rebelo, Jaime S. Cardoso, Ana Filipa Sequeira
2025	—	`conf`	Disentanglement and Assessment of Shortcuts in Ophthalmological Retinal Imaging Exams. FAIMI@MICCAI Leonor Fernandes, Tiago Gonçalves, João Matos, Luis Filipe Nakayama, Jaime S. Cardoso
2025	J	`jnl`	Disentanglement and Assessment of Shortcuts in Ophthalmological Retinal Imaging Exams. CoRR Leonor Fernandes, Tiago Gonçalves, João Matos, Luis Filipe Nakayama, Jaime S. Cardoso
2025	J	`jnl`	End-to-End Occluded Person Re-Identification With Artificial Occlusion Generation. IEEE Access Leonardo Capozzi, Jaime S. Cardoso, Ana Rebelo
2025	J	`jnl`	Enhancing Weakly-Supervised Video Anomaly Detection With Temporal Constraints. IEEE Access Francisco Caetano, Pedro Carvalho, Christina Mastralexi, Jaime S. Cardoso
2025	C	`conf`	Fusion Strategies for Breast Cancer Characterization Using Traditional and Deep Learning Models. BIBE Pedro Vitor Lima, Jaime S. Cardoso, Hélder P. Oliveira
2025	—	`conf`	GANs vs. Diffusion Models for Virtual Staining with the HER2match Dataset. DGM4MICCAI@MICCAI Pascal Klöckner, José Teixeira, Diana Montezuma, Jaime S. Cardoso, Hugo M. Horlings, Sara Pires de Oliveira
2025	J	`jnl`	GANs vs. Diffusion Models for virtual staining with the HER2match dataset. CoRR Pascal Klöckner, José Teixeira, Diana Montezuma, Jaime S. Cardoso, Hugo M. Horlings, Sara Pires de Oliveira
2025	J	`jnl`	H&E to IHC virtual staining methods in breast cancer: an overview and benchmarking. npj Digit. Medicine Pascal Klöckner, José Teixeira, Diana Montezuma, João Fraga, Hugo M. Horlings, Jaime S. Cardoso, Sara Pires de Oliveira
2025	J	`jnl`	Information bottleneck with input sampling for attribution. Neurocomputing Bruno Fonseca Oliveira Coelho, Jaime S. Cardoso
2025	—	`conf`	Intrinsically-Interpretable Siamese Networks for Identity Recognition. ICCVW Marco A. Rocha, Jaime S. Cardoso, Helena Montenegro
2025	J	`jnl`	Learning Ordinality in Semantic Segmentation. IEEE Access Ricardo P. M. Cruz, Rafael Cristino, Jaime S. Cardoso
2025	—	`conf`	Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining. DGM4MICCAI@MICCAI José Teixeira, Pascal Klöckner, Diana Montezuma, Melis Erdal Cesur, João Fraga, Hugo M. Horlings, Jaime S. Cardoso, Sara Pires de Oliveira
2025	J	`jnl`	Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining. CoRR José Teixeira, Pascal Klöckner, Diana Montezuma, Melis Erdal Cesur, João Fraga, Hugo M. Horlings, Jaime S. Cardoso, Sara Pires de Oliveira
2025	J	`jnl`	Neonatal EEG classification using a compact support separable kernel time-frequency distribution and attention-based CNN. Biomed. Signal Process. Control. Arezki Larbi, Mansour Abed, Jaime S. Cardoso, Abdeljalil Ouahabi
2025	—	`conf`	Predicting Aesthetic Outcomes of Breast Cancer Surgery: A Robust and Explainable Image Retrieval Approach. Deep-Breath@MICCAI Pedro Ferreira, Mohammad Hossein Zolfagharnasab, Tiago Gonçalves, Eduard Bonci, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
2025	J	`jnl`	Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data. Inf. Fusion Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis Felipe Gomez-Gomez, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2025	—	`conf`	SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment. Deep-Breath@MICCAI Luís F. Teixeira, Helena Montenegro, Eduard Bonci, Maria João Cardoso, Jaime S. Cardoso
2025	—	`conf`	Towards Robust Breast Segmentation: Leveraging Depth Awareness and Convexity Optimization For Tackling Data Scarcity. Deep-Breath@MICCAI Mohammad Hossein Zolfagharnasab, Tiago Gonçalves, Pedro Ferreira, Maria João Cardoso, Jaime S. Cardoso
2025	—	`conf`	Towards Utilizing Robust Radiance Fields for 3D Reconstruction of Breast Aesthetics. Deep-Breath@MICCAI Gonçalo Pinto, Mohammad Hossein Zolfagharnasab, Luís F. Teixeira, Helena Cruz, Maria João Cardoso, Jaime S. Cardoso
2025	J	`jnl`	Unimodal Distributions for Ordinal Regression. IEEE Trans. Artif. Intell. Jaime S. Cardoso, Ricardo P. M. Cruz, Tomé Albuquerque
2024	—	`conf`	A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer Treatment. ECCV Workshops (9) Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2024	J	`jnl`	A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention. CoRR João D. Nunes, Diana Montezuma, Domingos Oliveira, Tânia Pereira, Jaime S. Cardoso
2024	J	`jnl`	Anonymizing medical case-based explanations through disentanglement. Medical Image Anal. Helena Montenegro, Jaime S. Cardoso
2024	—	`conf`	Classification of Keratitis from Eye Corneal Photographs using Deep Learning. BIBM Maria Miguel Beirão, João Matos, Tiago Gonçalves, Camila Kase, Luis Filipe Nakayama, Denise de Freitas, Jaime S. Cardoso
2024	J	`jnl`	Classification of Keratitis from Eye Corneal Photographs using Deep Learning. CoRR Maria Miguel Beirão, João Matos, Tiago Gonçalves, Camila Kase, Luis Filipe Nakayama, Denise de Freitas, Jaime S. Cardoso
2024	J	`jnl`	Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology. CoRR Tiago Gonçalves, Dagoberto Pulido-Arias, Julian Willett, Katharina Viktoria Hoebel, Mason C. Cleveland, Syed Rakin Ahmed, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Jaime S. Cardoso, Christopher P. Bridge, Albert E. Kim
2024	—	`conf`	Endpoint Detection in Breast Images for Automatic Classification of Breast Cancer Aesthetic Results. Deep-Breath@MICCAI Nuno Freitas, Carlos Veloso, Carlos Mavioso, Maria João Cardoso, Hélder P. Oliveira, Jaime S. Cardoso
2024	—	`conf`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking. AMAI@MICCAI Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking. CoRR Inês Martins, João Matos, Tiago Gonçalves, Leo A. Celi, An-Kwok Ian Wong, Jaime S. Cardoso
2024	J	`jnl`	Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems. Sensors Caio Nogueira, Luís Fernandes, João N. D. Fernandes, Jaime S. Cardoso
2024	J	`jnl`	Intrinsic Explainability for End-to-End Object Detection. IEEE Access Luís Fernandes, João N. D. Fernandes, Mariana Calado, João Ribeiro Pinto, Ricardo Cerqueira, Jaime S. Cardoso
2024	J	`jnl`	Learning Ordinality in Semantic Segmentation. CoRR Rafael Cristino, Ricardo P. M. Cruz, Jaime S. Cardoso
2024	—	`conf`	MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition. ECCV Workshops (15) Eduarda Caldeira, Jaime S. Cardoso, Ana Filipa Sequeira, Pedro C. Neto
2024	J	`jnl`	MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition. CoRR Eduarda Caldeira, Jaime S. Cardoso, Ana Filipa Sequeira, Pedro C. Neto
2024	—	`conf`	On the Suitability of B-cos Networks for the Medical Domain. ISBI Isabel Rio-Torto, Tiago Gonçalves, Jaime S. Cardoso, Luís F. Teixeira
2024	—	`conf`	Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification. MIDL Isabel Rio-Torto, Jaime S. Cardoso, Luís Filipe Teixeira
2024	—	`conf`	Predicting Aesthetic Outcomes in Breast Cancer Surgery: A Multimodal Retrieval Approach. Deep-Breath@MICCAI Mohammad Hossein Zolfagharnasab, Nuno Freitas, Tiago Gonçalves, Eduard Bonci, Carlos Mavioso, Maria João Cardoso, Hélder P. Oliveira, Jaime S. Cardoso
2024	—	`conf`	Reproducing Asymmetries Caused by Breast Cancer Treatment in Pre-Operative Breast Images. ISBI Nuno Freitas, Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2024	—	`conf`	Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data. CoRR Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis Felipe Gomez-Gomez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Space Imaging Point Source Detection and Characterization. IEEE Access Francisco S. F. Ribeiro, Paulo J. V. Garcia, Miguel Silva, Jaime S. Cardoso
2024	J	`jnl`	Weather and Meteorological Optical Range Classification for Autonomous Driving. IEEE Trans. Intell. Veh. Celso Pereira, Ricardo P. M. Cruz, João N. D. Fernandes, João Ribeiro Pinto, Jaime S. Cardoso
2023	J	`jnl`	A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype. CoRR Pedro C. Neto, Diana Montezuma, Sara Pires de Oliveira, Domingos Oliveira, João Fraga, Ana Monteiro, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Stefan Reinhard, Inti Zlobec, Isabel M. Pinto, Jaime S. Cardoso
2023	C	`conf`	Active Supervision: Human in the Loop. CIARP Ricardo P. M. Cruz, A. S. M. Shihavuddin, Md Hasan Maruf, Jaime S. Cardoso
2023	J	`jnl`	Anonymizing medical case-based explanations through disentanglement. CoRR Helena Montenegro, Jaime S. Cardoso
2023	J	`jnl`	CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. CoRR Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch, Lihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, Min Xu, Mohammad Yaqub, Marie-Claire Blache, Benoît Piégu, Bertrand Vernay, Tim Scherr, Moritz Böhland, Katharina Löffler, Jiachen Li, Weiqin Ying, Chixin Wang, Dagmar Kainmueller, Carola-Bibiane Schönlieb, Shuolin Liu, Dhairya Talsania, Yughender Meda, Prakash Mishra, Muhammad Ridzuan, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Banban Huang, Hsiang-Chin Chien, Ching-Ping Wang, Chia-Yen Lee, Hong-Kun Lin, Zaiyi Liu, Xipeng Pan, Chu Han, Jijun Cheng, Muhammad Dawood, Srijay Deshpande, Raja Muhammad Saad Bashir, Adam Shephard, Pedro Costa, João D. Nunes, Aurélio Campilho, Jaime S. Cardoso, Hrishikesh P. S, Densen Puthussery, Devika R. G, Jiji C V, Ye Zhang, Zijie Fang, Zhifan Lin, Yongbing Zhang, Chunhui Lin, Liukun Zhang, Lijian Mao, Min Wu, Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee, Satoshi Kondo, Satoshi Kasai, Pranay Dumbhare, Vedant Phuse, Yash Dubey, Ankush Jamthikar, Trinh Thi Le Vuong, Jin Tae Kwak, Dorsa Ziaei, Hyun Jung, Tianyi Miao, David R. J. Snead, Shan-E-Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot
2023	—	`conf`	Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition. BIOSIG Pedro C. Neto, Eduarda Caldeira, Jaime S. Cardoso, Ana Filipa Sequeira
2023	J	`jnl`	Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition. CoRR Pedro C. Neto, Eduarda Caldeira, Jaime S. Cardoso, Ana Filipa Sequeira
2023	B	`conf`	Deep Learning Strategies For Rare Drug Mechanism of Action Prediction. IJCNN Gonçalo Ferreira, Marco Teixeira, Raquel Belo, Wilson Silva, Jaime S. Cardoso
2023	—	`conf`	Deep Minutiae Fingerprint Extraction Using Equivariance Priors. BIOSIGNALS Margarida Gouveia, Eduardo Castro, Ana Rebelo, Jaime S. Cardoso, Bruno Patrão
2023	—	`conf`	Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023. CLEF (Working Notes) Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves, Jaime S. Cardoso
2023	—	`conf`	Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. IWANN (2) Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez
2023	—	`conf`	Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Tomé Albuquerque, Mei Ling Fang, Benedikt Wiestler, Claire Delbridge, Maria João M. Vasconcelos, Jaime S. Cardoso, Peter J. Schüffler
2023	B	`conf`	OCT Image Synthesis through Deep Generative Models. CBMS Tânia Melo, Jaime S. Cardoso, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça
2023	—	`conf`	PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition. CVPR Workshops Pedro C. Neto, Ana Filipa Sequeira, Jaime S. Cardoso, Philipp Terhörst
2023	J	`jnl`	Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods. Intell. Syst. Appl. Tomé Albuquerque, Luís Rosado, Ricardo P. M. Cruz, Maria João M. Vasconcelos, Tiago Oliveira, Jaime S. Cardoso
2023	J	`jnl`	Symmetry-based regularization in deep breast cancer screening. Medical Image Anal. Eduardo Castro, José Costa Pereira, Jaime S. Cardoso
2023	Misc	`conf`	Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images. ICASSP Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega, Jaime S. Cardoso
2023	J	`jnl`	Two-Stage Framework for Faster Semantic Segmentation. Sensors Ricardo P. M. Cruz, Diana Teixeira e Silva, Tiago Gonçalves, Diogo Carneiro, Jaime S. Cardoso
2023	J	`jnl`	Unimodal Distributions for Ordinal Regression. CoRR Jaime S. Cardoso, Ricardo P. M. Cruz, Tomé Albuquerque
2023	J	`jnl`	Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Review. CoRR Luis Filipe Nakayama, João Matos, Justin Quion, Frederico Novaes, William Greig Mitchell, Rogers Mwavu, Ju-Yi Ji Hung, Alvina Pauline dy Santiago, Warachaya Phanphruk, Jaime S. Cardoso, Leo Anthony Celi
2023	—	`conf`	Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection. EUSIPCO Eduarda Caldeira, Pedro C. Neto, Tiago Gonçalves, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2023	J	`jnl`	Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection. CoRR Eduarda Caldeira, Pedro C. Neto, Tiago Gonçalves, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2023	J	`jnl`	Unveiling the performance of video anomaly detection models - A benchmark-based review. Intell. Syst. Appl. Francisco Caetano, Pedro Carvalho, Jaime S. Cardoso
2023	C	`conf`	YOLOMM - You Only Look Once for Multi-modal Multi-tasking. CIARP Filipe Campos, Francisco Gonçalves Cerqueira, Ricardo P. M. Cruz, Jaime S. Cardoso
2022	J	`jnl`	A Survey on Attention Mechanisms for Medical Applications: are we Moving Toward Better Algorithms? IEEE Access Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	J	`jnl`	A survey on attention mechanisms for medical applications: are we moving towards better algorithms? CoRR Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso
2022	J	`jnl`	Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition. IEEE Access Pedro C. Neto, João Ribeiro Pinto, Fadi Boutros, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2022	J	`jnl`	Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector. CoRR Pedro Costa, Yongpan Fu, João Nunes, Aurélio Campilho, Jaime S. Cardoso
2022	Misc	`conf`	Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes. IbPRIA Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
2022	J	`jnl`	Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes. CoRR Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
2022	—	`conf`	Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations. MAD@MICCAI Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2022	J	`jnl`	Electrocardiogram lead conversion from single-lead blindly-segmented signals. BMC Medical Informatics Decis. Mak. Sofia C. Beco, João Ribeiro Pinto, Jaime S. Cardoso
2022	J	`jnl`	Explainable Biometrics in the Age of Deep Learning. CoRR Pedro C. Neto, Tiago Gonçalves, João Ribeiro Pinto, Wilson Silva, Ana Filipa Sequeira, Arun Ross, Jaime S. Cardoso
2022	—	`conf`	Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation. MIDL Pedro Costa, Alex Gaudio, Aurélio Campilho, Jaime S. Cardoso
2022	Misc	`conf`	From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation Generation. IbPRIA Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
2022	Misc	`conf`	Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization. IbPRIA Diogo Mata, Wilson Silva, Jaime S. Cardoso
2022	—	`ed.`	Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings iMIMIC@MICCAI Mauricio Reyes, Pedro Henriques Abreu, Jaime S. Cardoso
2022	—	`conf`	Myope Models - Are face presentation attack detection models short-sighted? WACV (Workshops) Pedro C. Neto, Ana Filipa Sequeira, Jaime S. Cardoso
2022	J	`jnl`	OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions. CoRR Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti
2022	B	`conf`	OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions. IJCB Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti
2022	—	`conf`	OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. BIOSIG Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2022	J	`jnl`	OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement. CoRR Pedro C. Neto, Tiago Gonçalves, Marco Huber, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2022	J	`jnl`	PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition. CoRR Pedro C. Neto, Ana Filipa Sequeira, Jaime S. Cardoso, Philipp Terhörst
2022	J	`jnl`	Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy. IEEE Access Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
2022	—	`conf`	Quality Control in Digital Pathology: Automatic Fragment Detection and Counting. EMBC Tomé Albuquerque, Ana Moreira, Beatriz Barros, Diana Montezuma, Sara Pires de Oliveira, Pedro C. Neto, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Ana Monteiro, Isabel M. Pinto, Jaime S. Cardoso
2022	B	`conf`	SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. IJCB Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc
2022	J	`jnl`	SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data. CoRR Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran B. Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana Filipa Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovsek, Peter Peer, Vitomir Struc
2022	J	`jnl`	Spiking Neural Networks: A Survey. IEEE Access João D. Nunes, Marcelo Carvalho, Diogo Carneiro, Jaime S. Cardoso
2022	—	`conf`	Streamlining Action Recognition in Autonomous Shared Vehicles with an Audiovisual Cascade Strategy. VISIGRAPP (5: VISAPP) João Ribeiro Pinto, Pedro Carvalho, Carolina Pinto, Afonso Sousa, Leonardo Capozzi, Jaime S. Cardoso
2022	J	`jnl`	Tackling unsupervised multi-source domain adaptation with optimism and consistency. Expert Syst. Appl. Diogo Pernes, Jaime S. Cardoso
2022	J	`jnl`	Toward Vehicle Occupant-Invariant Models for Activity Characterization. IEEE Access Leonardo Capozzi, Vítor Barbosa, Carolina Pinto, João Ribeiro Pinto, Américo Pereira, Pedro Carvalho, Jaime S. Cardoso
2021	C	`conf`	A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images. CIARP Pedro Costa, Aurélio Campilho, Jaime S. Cardoso
2021	J	`jnl`	A Systematic Survey of ML Datasets for Prime CV Research Areas - Media and Metadata. Data Helder F. Castro, Jaime S. Cardoso, Maria T. Andrade
2021	J	`jnl`	AUTOMOTIVE: A Case Study on AUTOmatic multiMOdal Drowsiness detecTIon for smart VEhicles. IEEE Access Telma Esteves, João Ribeiro Pinto, Pedro M. Ferreira, Pedro Amaro Costa, Lourenço Abrunhosa Rodrigues, Inês Antunes, Gabriel Lopes, Pedro Gamito, Arnaldo J. Abrantes, Pedro Mendes Jorge, André Lourenço, Ana Filipa Sequeira, Jaime S. Cardoso, Ana Rebelo
2021	J	`jnl`	An exploratory study of interpretability for face presentation attack detection. IET Biom. Ana Filipa Sequeira, Tiago Gonçalves, Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
2021	B	`ed.`	Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15-18, 2021, Proceedings AIME Allan Tucker, Pedro Henriques Abreu, Jaime S. Cardoso, Pedro Pereira Rodrigues, David Riaño
2021	J	`jnl`	DeSIRe: Deep Signer-Invariant Representations for Sign Language Recognition. IEEE Trans. Syst. Man Cybern. Syst. Pedro M. Ferreira, Diogo Pernes, Ana Rebelo, Jaime S. Cardoso
2021	—	`conf`	Deep Ordinal Focus Assessment for Whole Slide Images. ICCVW Tomé Albuquerque, Ana Moreira, Jaime S. Cardoso
2021	—	`conf`	Embedded Regularization For Classification Of Colposcopic Images. ISBI Tomé Albuquerque, Jaime S. Cardoso
2021	C	`conf`	End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo Generation. CIARP Leonardo Capozzi, João Ribeiro Pinto, Jaime S. Cardoso, Ana Rebelo
2021	B	`conf`	FocusFace: Multi-task Contrastive Learning for Masked Face Recognition. FG Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2021	J	`jnl`	FocusFace: Multi-task Contrastive Learning for Masked Face Recognition. CoRR Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2021	J	`jnl`	Hidden Markov models on a self-organizing map for anomaly detection in 802.11 wireless networks. Neural Comput. Appl. Anisa Allahdadi, Diogo Pernes, Jaime S. Cardoso, Ricardo Morla
2021	—	`ed.`	Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings iMIMIC/TDA4MedicalData@MICCAI Mauricio Reyes, Pedro Henriques Abreu, Jaime S. Cardoso, Mustafa Hajij, Ghada Zamzmi, Rahul Paul, Lokendra Thakur
2021	B	`conf`	MFR 2021: Masked Face Recognition Competition. IJCB Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso
2021	J	`jnl`	MFR 2021: Masked Face Recognition Competition. CoRR Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriaarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso
2021	J	`jnl`	Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point Process. Sensors Mohsen Saffari, Mahdi Khodayar, Mohammad Saeed Ebrahimi Saadabadi, Ana Filipa Sequeira, Jaime S. Cardoso
2021	—	`conf`	Mixture-Based Open World Face Recognition. WorldCIST (3) Arthur Matta, João Ribeiro Pinto, Jaime S. Cardoso
2021	—	`conf`	My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition. BIOSIG Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2021	J	`jnl`	My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition. CoRR Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Mohsen Saffari, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso
2021	J	`jnl`	Myope Models - Are face presentation attack detection models short-sighted? CoRR Pedro C. Neto, Ana Filipa Sequeira, Jaime S. Cardoso
2021	C	`conf`	Optimizing Person Re-Identification Using Generated Attention Masks. CIARP Leonardo Capozzi, João Ribeiro Pinto, Jaime S. Cardoso, Ana Rebelo
2021	J	`jnl`	Ordinal losses for classification of cervical cancer risk. PeerJ Comput. Sci. Tomé Albuquerque, Ricardo P. M. Cruz, Jaime S. Cardoso
2021	J	`jnl`	Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis. IEEE Access Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2021	J	`jnl`	Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep Biometrics. IEEE Trans. Biom. Behav. Identity Sci. João Ribeiro Pinto, Miguel V. Correia, Jaime S. Cardoso
2021	J	`jnl`	Topological Similarity Index and Loss Function for Blood Vessel Segmentation. CoRR Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira
2021	J	`jnl`	Towards Privacy-preserving Explanations in Medical Image Analysis. CoRR Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2020	J	`jnl`	802.11 wireless simulation and anomaly detection using HMM and UBM. Simul. Anisa Allahdadi, Ricardo Morla, Jaime S. Cardoso
2020	—	`conf`	A robust fingerprint presentation attack detection method against unseen attacks through adversarial learning. BIOSIG Joao Afonso Pereira, Ana Filipa Sequeira, Diogo Pernes, Jaime S. Cardoso
2020	C	`conf`	Audiovisual Classification of Group Emotion Valence Using Activity Recognition Networks. IPAS João Ribeiro Pinto, Tiago Gonçalves, Carolina Pinto, Luís Sanhudo, Joaquim Fonseca, Filipe Gonçalves, Pedro Carvalho, Jaime S. Cardoso
2020	C	`conf`	Automotive Interior Sensing - Towards a Synergetic Approach between Anomaly Detection and Action Recognition Strategies. IPAS Pedro Augusto, Jaime S. Cardoso, Joaquim Fonseca
2020	B	`conf`	Background Invariance by Adversarial Learning. ICPR Ricardo P. M. Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2020	—	`conf`	Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	—	`conf`	Explaining ECG Biometrics: Is It All In The QRS? BIOSIG João Ribeiro Pinto, Jaime S. Cardoso
2020	J	`jnl`	Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting Falls. IEEE J. Biomed. Health Informatics Joana Silva, Inês Sousa, Jaime S. Cardoso
2020	—	`conf`	Interpretability-Guided Content-Based Medical Image Retrieval. MICCAI (1) Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes
2020	—	`conf`	Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated? IWBF Ana Filipa Sequeira, Wilson Silva, João Ribeiro Pinto, Tiago Gonçalves, Jaime S. Cardoso
2020	—	`ed.`	Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	J	`jnl`	Machine Learning Improvements to Human Motion Tracking with IMUs. Sensors Pedro Manuel Santos Ribeiro, Ana Clara Matos, Pedro Henrique Santos, Jaime S. Cardoso
2020	J	`jnl`	Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devices. Comput. Methods Programs Biomed. José Martins, Jaime S. Cardoso, Filipe Soares
2020	—	`conf`	Secure Triplet Loss for End-to-End Deep Biometrics. IWBF João Ribeiro Pinto, Jaime S. Cardoso, Miguel V. Correia
2020	B	`conf`	Self-Learning with Stochastic Triplet Loss. IJCNN João Ribeiro Pinto, Jaime S. Cardoso
2020	B	`conf`	Soft Rotation Equivariant Convolutional Neural Networks. IJCNN Eduardo Castro, José Costa Pereira, Jaime S. Cardoso
2020	J	`jnl`	Tackling unsupervised multi-source domain adaptation with optimism and consistency. CoRR Diogo Pernes, Jaime S. Cardoso
2020	—	`conf`	Video Summarization through Total Variation, Deep Semi-supervised Autoencoder and Clustering Algorithms. VISIGRAPP (4: VISAPP) Eden Pereira da Silva, Eliaquim Monteiro Ramos, Leandro Tavares da Silva, Jaime S. Cardoso, Gilson A. Giraldi
2019	—	`conf`	A Deep Learning Design for Improving Topology Coherence in Blood Vessel Segmentation. MICCAI (1) Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira
2019	—	`conf`	A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images. ICIAP (2) Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira
2019	—	`conf`	Adversarial learning for a robust iris presentation attack detection method against unseen attack presentations. BIOSIG Pedro M. Ferreira, Ana Filipa Sequeira, Diogo Pernes, Ana Rebelo, Jaime S. Cardoso
2019	—	`conf`	An End-to-End Convolutional Neural Network for ECG-Based Biometric Authentication. BTAS João Ribeiro Pinto, Jaime S. Cardoso
2019	—	`conf`	Automatic Augmentation by Hill Climbing. ICANN (2) Ricardo P. M. Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2019	—	`conf`	Averse Deep Semantic Segmentation. EMBC Ricardo P. M. Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2019	—	`conf`	Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes. ISBI Wilson Silva, Eduardo Castro, Maria João Cardoso, Florian Fitzal, Jaime S. Cardoso
2019	—	`conf`	Deep Vesselness Measure from Scale-Space Analysis of Hessian Matrix Eigenvalues. IbPRIA (2) Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira
2019	—	`conf`	Don't You Forget About Me: A Study on Long-Term Performance in ECG Biometrics. IbPRIA (2) Gabriel Lopes, João Ribeiro Pinto, Jaime S. Cardoso
2019	J	`jnl`	Editorial. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis
2019	B	`conf`	How to produce complementary explanations using an Ensemble Model. IJCNN Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso
2019	J	`jnl`	Hypothesis transfer learning based on structural model similarity. Neural Comput. Appl. Kelwin Fernandes, Jaime S. Cardoso
2019	J	`jnl`	Insulator visual non-conformity detection in overhead power distribution lines using deep learning. Comput. Electr. Eng. Ricardo Santos Morla, Ricardo P. M. Cruz, André P. Marotta, Rodrigo Pereira Ramos, Eduardo F. Simas Filho, Jaime S. Cardoso
2019	C	`conf`	Learning signer-invariant representations with adversarial training. ICMV Pedro M. Ferreira, Diogo Pernes, Ana Rebelo, Jaime S. Cardoso
2019	J	`jnl`	On the role of multimodal learning in the recognition of sign language. Multim. Tools Appl. Pedro M. Ferreira, Jaime S. Cardoso, Ana Rebelo
2019	—	`conf`	Power Distribution Insulators Classification Using Image Hybrid Deep Learning. EUSIPCO Eduardo F. Simas Filho, Ricardo M. Prates, Rodrigo Pereira Ramos, Jaime S. Cardoso
2019	—	`conf`	Quality-based Regularization for Iterative Deep Image Segmentation. EMBC José Rebelo, Kelwin Fernandes, Jaime S. Cardoso
2019	B	`conf`	SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities. IJCNN Diogo Pernes, Jaime S. Cardoso
2019	J	`jnl`	SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities. CoRR Diogo Pernes, Jaime S. Cardoso
2019	J	`jnl`	Sparse Multi-Bending Snakes. IEEE Trans. Image Process. Ricardo J. Araújo, Kelwin Fernandes, Jaime S. Cardoso
2019	—	`conf`	Towards Automatic Rat's Gait Analysis Under Suboptimal Illumination Conditions. IbPRIA (2) Ana F. Adonias, Joana Ferreira-Gomes, Raquel Alonso, Fani Neto, Jaime S. Cardoso
2019	—	`conf`	Weight Rotation as a Regularization Strategy in Convolutional Neural Networks. EMBC Eduardo Castro, José Costa Pereira, Jaime S. Cardoso
2018	J	`jnl`	1st MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis
2018	—	`conf`	A Class Imbalance Ordinal Method for Alzheimer's Disease Classification. PRNI Ricardo P. M. Cruz, Margarida Silveira, Jaime S. Cardoso
2018	J	`jnl`	A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery. Sensors Hooshiar Zolfagharnasab, Sílvia Bessa, Sara Pires de Oliveira, Pedro Faria, João F. Teixeira, Jaime S. Cardoso, Hélder P. Oliveira
2018	B	`conf`	A Uniform Performance Index for Ordinal Classification with Imbalanced Classes. IJCNN Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
2018	J	`jnl`	A deep learning approach for the forensic evaluation of sexual assault. Pattern Anal. Appl. Kelwin Fernandes, Jaime S. Cardoso, Birgitte Schmidt Astrup
2018	C	`conf`	Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction? CIARP Ana Rebelo, Tiago Oliveira, Manuel Eduardo Correia, Jaime S. Cardoso
2018	J	`jnl`	Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies. IEEE Access Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
2018	J	`jnl`	Binary ranking for ordinal class imbalance. Pattern Anal. Appl. Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2018	B	`conf`	Deep Image Segmentation by Quality Inference. IJCNN Kelwin Fernandes, Ricardo P. M. Cruz, Jaime S. Cardoso
2018	J	`jnl`	Dimensional emotion recognition using visual and textual cues. CoRR Pedro M. Ferreira, Diogo Pernes, Kelwin Fernandes, Ana Rebelo, Jaime S. Cardoso
2018	—	`conf`	Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methods. EUVIP Licínio Oliveira, Jaime S. Cardoso, André Lourenço, Christer Ahlström
2018	—	`conf`	Elastic deformations for data augmentation in breast cancer mass detection. BHI Eduardo Castro, Jaime S. Cardoso, José Costa Pereira
2018	J	`jnl`	Evolution, Current Challenges, and Future Possibilities in ECG Biometrics. IEEE Access João Ribeiro Pinto, Jaime S. Cardoso, André Lourenço
2018	B	`conf`	Ordinal Image Segmentation using Deep Neural Networks. IJCNN Kelwin Fernandes, Jaime S. Cardoso
2018	J	`jnl`	Physiological Inspired Deep Neural Networks for Emotion Recognition. IEEE Access Pedro M. Ferreira, Filipe Marques, Jaime S. Cardoso, Ana Rebelo
2018	—	`conf`	Robust Clustering-based Segmentation Methods for Fingerprint Recognition. BIOSIG Pedro M. Ferreira, Ana Filipa Sequeira, Jaime S. Cardoso, Ana Rebelo
2018	J	`jnl`	Supervised deep learning embeddings for the prediction of cervical cancer diagnosis. PeerJ Comput. Sci. Kelwin Fernandes, Davide Chicco, Jaime S. Cardoso, Jessica Fernandes
2018	—	`conf`	The Challenges of Applying Deep Learning for Hemangioma Lesion Segmentation. EUVIP Pedro G. Alves, Jaime S. Cardoso, Maria Do Bom-Sucesso
2018	—	`conf`	Towards Complementary Explanations Using Deep Neural Networks. MLCN/DLF/iMIMIC@MICCAI Wilson Silva, Kelwin Fernandes, Maria João Cardoso, Jaime S. Cardoso
2018	—	`conf`	Transfer learning approach for fall detection with the FARSEEING real-world dataset and simulated falls. EMBC Joana Silva, Inês Sousa, Jaime S. Cardoso
2017	Misc	`conf`	Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy. IbPRIA Kelwin Fernandes, Jaime S. Cardoso, Birgitte Schmidt Astrup
2017	—	`conf`	Combining Ranking with Traditional Methods for Ordinal Class Imbalance. IWANN (2) Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2017	—	`conf`	Constraining Type II Error: Building Intentionally Biased Classifiers. IWANN (2) Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2017	J	`jnl`	Cross-layer classification framework for automatic social behavioural analysis in surveillance scenario. Neural Comput. Appl. Eduardo Marques Pereira, Lucian Ciobanu, Jaime S. Cardoso
2017	—	`ed.`	Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings DLMIA/ML-CDS@MICCAI M. Jorge Cardoso, Tal Arbel, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, João Manuel R. S. Tavares, Mehdi Moradi, Andrew P. Bradley, Hayit Greenspan, João Paulo Papa, Anant Madabhushi, Jacinto C. Nascimento, Jaime S. Cardoso, Vasileios Belagiannis, Zhi Lu
2017	J	`jnl`	Deep Local Binary Patterns. CoRR Kelwin Fernandes, Jaime S. Cardoso
2017	—	`conf`	Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation. IWANN (2) María Pérez-Ortiz, Kelwin Fernandes, Ricardo P. M. Cruz, Jaime S. Cardoso, Javier Briceño, César Hervás-Martínez
2017	J	`jnl`	Foreword to the special issue on pattern recognition and image analysis. Neural Comput. Appl. Jaime S. Cardoso, Xose Manuel Pardo, Roberto Paredes
2017	B	`conf`	Mass segmentation in mammograms: A cross-sensor comparison of deep and tailored features. ICIP Jaime S. Cardoso, Nuno Marques, Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2017	—	`conf`	Measuring Impedance in Congestive Heart Failure. pHealth Ricardo Silva, Jaime S. Cardoso, Filipe Sousa
2017	J	`jnl`	Mobile-Based Analysis of Malaria-Infected Thin Blood Smears: Automated Species and Life Cycle Stage Determination. Sensors Luís Rosado, José M. Correia da Costa, Dirk Elias, Jaime S. Cardoso
2017	J	`jnl`	Multi-source deep transfer learning for cross-sensor biometrics. Neural Comput. Appl. Chetak Kandaswamy, João C. Monteiro, Luís M. Silva, Jaime S. Cardoso
2017	Misc	`conf`	Multimodal Learning for Sign Language Recognition. IbPRIA Pedro M. Ferreira, Jaime S. Cardoso, Ana Rebelo
2017	Misc	`conf`	Ordinal Class Imbalance with Ranking. IbPRIA Ricardo P. M. Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
2017	J	`jnl`	Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel. Sensors João Ribeiro Pinto, Jaime S. Cardoso, André Lourenço, Carlos Carreiras
2017	Misc	`conf`	Transfer Learning with Partial Observability Applied to Cervical Cancer Screening. IbPRIA Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
2017	—	`conf`	\mu μ SmartScope: Towards a Fully Automated 3D-Printed Smartphone Microscope with Motorized Stage. BIOSTEC (Selected Papers) Luís Rosado, Paulo T. Silva, José Faria, João Oliveira, Maria João M. Vasconcelos, Dirk Elias, José M. Correia da Costa, Jaime S. Cardoso
2017	—	`conf`	µSmartScope: 3D-printed Smartphone Microscope with Motorized Automated Stage. BIODEVICES Luís Rosado, João Oliveira, Maria João M. Vasconcelos, José M. Correia da Costa, Dirk Elias, Jaime S. Cardoso
2016	—	`conf`	A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset. ISVC (1) Tiago Freitas, Pedro G. Alves, Cristiana Carpinteiro, Joana Rodrigues, Margarida Fernandes, Marina Castro, João C. Monteiro, Jaime S. Cardoso
2016	—	`conf`	A realistic evaluation of iris presentation attack detection. TSP Ana Filipa Sequeira, Shejin Thavalengal, James M. Ferryman, Peter Corcoran, Jaime S. Cardoso
2016	—	`conf`	Automated Detection of Malaria Parasites on Thick Blood Smears via Mobile Devices. MIUA Luís Rosado, José M. Correia da Costa, Dirk Elias, Jaime S. Cardoso
2016	—	`conf`	Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework. Digital Mammography / IWDM Björn Eiben, Rene M. Lacher, Vasileios Vavourakis, John H. Hipwell, Danail Stoyanov, Norman R. Williams, Jörg Sabczynski, Thomas Bülow, Dominik Kutra, Kirsten Meetz, Stewart Young, Hans Barschdorf, Hélder P. Oliveira, Jaime S. Cardoso, João P. Monteiro, Hooshiar Zolfagharnasab, Ralph Sinkus, Pedro Gouveia, Gerrit-Jan Liefers, Barbara Molenkamp, Cornelis J. H. van de Velde, David J. Hawkes, Maria João Cardoso, Mohammed Keshtgar
2016	—	`ed.`	Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings LABELS/DLMIA@MICCAI Gustavo Carneiro, Diana Mateus, Loïc Peter, Andrew P. Bradley, João Manuel R. S. Tavares, Vasileios Belagiannis, João Paulo Papa, Jacinto C. Nascimento, Marco Loog, Zhi Lu, Jaime S. Cardoso, Julien Cornebise
2016	J	`jnl`	Discriminative directional classifiers. Neurocomputing Kelwin Fernandes, Jaime S. Cardoso
2016	—	`conf`	Fitting of Breast Data Using Free Form Deformation Technique. ICIAR Hooshiar Zolfagharnasab, Jaime S. Cardoso, Hélder P. Oliveira
2016	B	`conf`	Learning and ensembling lexicographic preference trees with multiple kernels. IJCNN Kelwin Fernandes, Jaime S. Cardoso, Héctor Palacios
2016	J	`jnl`	Long-range trajectories from global and local motion representations. J. Vis. Commun. Image Represent. Eduardo Marques Pereira, Jaime S. Cardoso, Ricardo Morla
2016	B	`conf`	Tackling class imbalance with ranking. IJCNN Ricardo P. M. Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa
2016	J	`jnl`	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. Maria João Cardoso, Jaime S. Cardoso, Hélder P. Oliveira, Pedro Gouveia
2015	J	`jnl`	A Cognitively-Motivated Framework for Partial Face Recognition in Unconstrained Scenarios. Sensors João C. Monteiro, Jaime S. Cardoso
2015	—	`conf`	A Comparative Analysis of Two Approaches to Periocular Recognition in Mobile Scenarios. ISVC (2) João C. Monteiro, Rui Esteves, Gil Melfe Mateus Santos, Paulo Torrão Fiadeiro, Joana Lobo, Jaime S. Cardoso
2015	—	`conf`	A Novel Application of Universal Background Models for Periocular Recognition. BIOSTEC (Selected Papers) João C. Monteiro, Jaime S. Cardoso
2015	J	`jnl`	A new optical music recognition system based on combined neural network. Pattern Recognit. Lett. Cuihong Wen, Ana Rebelo, Jing Zhang, Jaime S. Cardoso
2015	J	`jnl`	Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer. Int. J. Pattern Recognit. Artif. Intell. Jaime S. Cardoso, Inês Domingues, Hélder P. Oliveira
2015	J	`jnl`	Differential scorecards for binary and ordinal data. Intell. Data Anal. Pedro F. B. Silva, Jaime S. Cardoso
2015	J	`jnl`	Fingerprint Liveness Detection in the Presence of Capable Intruders. Sensors Ana Filipa Sequeira, Jaime S. Cardoso
2015	J	`jnl`	Learning from evolving video streams in a multi-camera scenario. Mach. Learn. Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira
2015	J	`jnl`	Long-Range Trajectories from Global and Local Motion Representations. CoRR Eduardo Marques Pereira, Jaime S. Cardoso, Ricardo Morla
2015	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III ECML/PKDD (3) Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou
2015	Misc	`ed.`	Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings IbPRIA Roberto Paredes, Jaime S. Cardoso, Xosé M. Pardo
2015	—	`conf`	Periocular Recognition under Unconstrained Settings with Universal Background Models. BIOSIGNALS João C. Monteiro, Jaime S. Cardoso
2015	J	`jnl`	Robust classification with reject option using the self-organizing map. Neural Comput. Appl. Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme A. Barreto
2015	Misc	`conf`	Social Signaling Descriptor for Group Behaviour Analysis. IbPRIA Eduardo Marques Pereira, Lucian Ciobanu, Jaime S. Cardoso
2015	Misc	`conf`	Source-Target-Source Classification Using Stacked Denoising Autoencoders. IbPRIA Chetak Kandaswamy, Luís M. Silva, Jaime S. Cardoso
2015	—	`conf`	Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams. ISVC (2) Samaneh Khoshrou, Jaime S. Cardoso, Eric Granger, Luís Filipe Teixeira
2015	Misc	`conf`	Temporal Segmentation of Digital Colposcopies. IbPRIA Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
2015	J	`jnl`	The vitality of pattern recognition and image analysis. Neurocomputing Luisa Micó, João M. Sanches, Jaime S. Cardoso
2015	—	`conf`	Video Analysis in Indoor Soccer using a Quadcopter. ICPRAM (1) Filipe Trocado Ferreira, Jaime S. Cardoso, Hélder P. Oliveira
2015	—	`conf`	oAdaBoost - An AdaBoost Variant for Ordinal Classification. ICPRAM (1) João Costa, Jaime S. Cardoso
2014	J	`jnl`	A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Hélder P. Oliveira, Jaime S. Cardoso, André Magalhães, Maria João Cardoso
2014	B	`conf`	A depth-map approach for automatic mice behavior recognition. ICIP João P. Monteiro, Hélder P. Oliveira, Paulo Aguiar, Jaime S. Cardoso
2014	B	`conf`	Active Learning from Video Streams in a Multi-camera Scenario. ICPR Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira
2014	J	`jnl`	Active Mining of Parallel Video Streams. CoRR Samaneh Khoshrou, Jaime S. Cardoso, Luís Filipe Teixeira
2014	C	`conf`	Classification with Reject Option Using the Self-Organizing Map. ICANN Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme De A. Barreto
2014	B	`conf`	Context-based trajectory descriptor for human activity profiling. SMC Eduardo Marques Pereira, Lucian Ciobanu, Jaime S. Cardoso
2014	J	`jnl`	Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Networks 21 (2008) 78-79]. Neural Networks Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
2014	—	`conf`	Fitting of superquadrics for breast modelling by geometric distance minimization. BIBM Diogo Pernes, Jaime S. Cardoso, Hélder P. Oliveira
2014	—	`conf`	Iris Liveness Detection Methods in Mobile Applications. VISAPP (3) Ana Filipa Sequeira, Juliano Murari, Jaime S. Cardoso
2014	B	`conf`	Iris liveness detection methods in the mobile biometrics scenario. IJCNN Ana Filipa Sequeira, Juliano Murari, Jaime S. Cardoso
2014	J	`jnl`	Max-Ordinal Learning. IEEE Trans. Neural Networks Learn. Syst. Inês Domingues, Jaime S. Cardoso
2014	B	`conf`	MobILive 2014 - Mobile Iris Liveness Detection Competition. IJCB Ana Filipa Sequeira, Hélder P. Oliveira, João C. Monteiro, João P. Monteiro, Jaime S. Cardoso
2014	—	`conf`	Normal breast identification in screening mammography: A study on 18 000 images. BIBM Sílvia Bessa, Inês Domingues, Jaime S. Cardoso, Pedro Passarinho, Pedro Cardoso, Vitor Rodrigues, Fernando Lage
2014	—	`conf`	Outlier detection in 802.11 wireless access points using Hidden Markov Models. WMNC Anisa Allahdadi, Ricardo Morla, Jaime S. Cardoso
2014	J	`jnl`	Signal transmission model for the substations grounding grid. Expert Syst. Appl. Xianghui Xiao, Minfang Peng, Jaime S. Cardoso, Lei Wang, Meie Shen
2014	—	`conf`	Using Bayesian surprise to detect calcifications in mammogram images. EMBC Inês Domingues, Jaime S. Cardoso
2014	B	`conf`	reject option paradigm for the reduction of support vectors. ESANN Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra
2013	J	`jnl`	Analysis of object description methods in a video object tracking environment. Mach. Vis. Appl. Pedro Carvalho, Telmo Oliveira, Lucian Ciobanu, Filipe Gaspar, Luís Filipe Teixeira, Rafael Bastos, Jaime S. Cardoso, Miguel Sales Dias, Luís Corte-Real
2013	—	`conf`	Global Constraints for Syntactic Consistency in OMR: An Ongoing Approach. ICIAR Ana Rebelo, André R. S. Marçal, Jaime S. Cardoso
2013	Misc	`conf`	Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries? IbPRIA Hélder P. Oliveira, Marco D. Silva, André Magalhães, Maria João Cardoso, Jaime S. Cardoso
2013	Misc	`conf`	Motion Flow Tracking in Unconstrained Videos for Retail Scenario. IbPRIA Eduardo Marques Pereira, Jaime S. Cardoso, Ricardo Morla
2013	—	`ch.`	Multicriteria Models for Learning Ordinal Data: A Literature Review. Artificial Intelligence, Evolutionary Computing and Metaheuristics Ricardo Gamelas Sousa, Iryna Yevseyeva, Joaquim F. Pinto da Costa, Jaime S. Cardoso
2013	Misc	`ed.`	Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings IbPRIA João M. Sanches, Luisa Micó, Jaime S. Cardoso
2013	—	`conf`	Predicting short 802.11 sessions from RADIUS usage data. LCN Workshops Anisa Allahdadi, Ricardo Morla, Ana Aguiar, Jaime S. Cardoso
2013	—	`conf`	Robust Iris Localisation in Challenging Scenarios. VISIGRAPP (Selected Papers) João C. Monteiro, Ana Filipa Sequeira, Hélder P. Oliveira, Jaime S. Cardoso
2013	—	`conf`	Robust Iris Segmentation under Unconstrained Settings. VISAPP (1) João C. Monteiro, Hélder P. Oliveira, Ana Filipa Sequeira, Jaime S. Cardoso
2013	A	`conf`	Staff Line Detection and Removal in the Grayscale Domain. ICDAR Ana Rebelo, Jaime S. Cardoso
2013	J	`jnl`	The data replication method for the classification with reject option. AI Commun. Ricardo Gamelas Sousa, Jaime S. Cardoso
2012	B	`conf`	Automatic description of object appearances in a wide-area surveillance scenario. ICIP Luís Filipe Teixeira, Pedro Carvalho, Jaime S. Cardoso, Luís Corte-Real
2012	J	`jnl`	Filling the gap in quality assessment of video object tracking. Image Vis. Comput. Pedro Carvalho, Jaime S. Cardoso, Luís Corte-Real
2012	J	`jnl`	Optical music recognition: state-of-the-art and open issues. Int. J. Multim. Inf. Retr. Ana Rebelo, Ichiro Fujinaga, Filipe Paszkiewicz, André R. S. Marçal, Carlos Guedes, Jaime S. Cardoso
2012	—	`conf`	Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches. ICMLA (1) Jaime S. Cardoso, Ricardo Gamelas Sousa, Inês Domingues
2012	B	`conf`	Simultaneous detection of prominent points on breast cancer conservative treatment images. ICIP Hélder P. Oliveira, Jaime S. Cardoso, André Magalhães, Maria João Cardoso
2011	Misc	`conf`	A Shortest Path Approach for Vibrating Line Detection and Tracking. IbPRIA Pedro Carvalho, Miguel Amável Pinheiro, Jaime S. Cardoso, Luís Corte-Real
2011	Misc	`conf`	Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option. IbPRIA Ajalmar R. da Rocha Neto, Ricardo Gamelas Sousa, Guilherme De A. Barreto, Jaime S. Cardoso
2011	C	`conf`	Ensemble of decision trees with global constraints for ordinal classification. ISDA Ricardo Gamelas Sousa, Jaime S. Cardoso
2011	Misc	`conf`	Feature Selection with Complexity Measure in a Quadratic Programming Setting. IbPRIA Ricardo Gamelas Sousa, Hélder P. Oliveira, Jaime S. Cardoso
2011	—	`conf`	Max-Coupled Learning: Application to Breast Cancer. ICMLA (1) Jaime S. Cardoso, Inês Domingues
2011	J	`jnl`	Measuring the Performance of Ordinal Classification. Int. J. Pattern Recognit. Artif. Intell. Jaime S. Cardoso, Ricardo Gamelas Sousa
2011	—	`conf`	Metric Learning for Music Symbol Recognition. ICMLA (2) Ana Rebelo, Jakub Tkaczuk, Ricardo Gamelas Sousa, Jaime S. Cardoso
2011	Misc	`conf`	Music Score Binarization Based on Domain Knowledge. IbPRIA Telmo Pinto, Ana Rebelo, Gilson A. Giraldi, Jaime S. Cardoso
2011	—	`conf`	Surface Reconstruction for Generating Digital Models of Prosthesis. VISAPP Luiz C. M. de Aquino, Diego Augusto T. Q. Leite, Gilson Antonio Giraldi, Jaime S. Cardoso, Paulo Sérgio Silva Rodrigues, Luiz A. Pereira Neves
2010	C	`conf`	An All-at-once Unimodal SVM Approach for Ordinal Classification. ICMLA Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso
2010	C	`conf`	Classification Models with Global Constraints for Ordinal Data. ICMLA Jaime S. Cardoso, Ricardo Gamelas Sousa
2010	J	`jnl`	Optical recognition of music symbols - A comparative study. Int. J. Document Anal. Recognit. Ana Rebelo, Guilherme Artur Capela, Jaime S. Cardoso
2010	B	`conf`	Robust Staffline Thickness and Distance Estimation in Binary and Gray-Level Music Scores. ICPR Jaime S. Cardoso, Ana Rebelo
2010	J	`jnl`	The Data Replication Method for the Classification with Reject Option CoRR Ricardo Gamelas Sousa, Jaime S. Cardoso
2009	C	`conf`	An Ordinal Data Method for the Classification with Reject Option. ICMLA Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso
2009	—	`conf`	Image Retargeting using Stable Paths. VISAPP (2) Hélder P. Oliveira, Jaime S. Cardoso
2009	J	`jnl`	Partition-distance methods for assessing spatial segmentations of images and videos. Comput. Vis. Image Underst. Jaime S. Cardoso, Pedro Carvalho, Luís Filipe Teixeira, Luís Corte-Real
2009	A	`conf`	Stable text line detection. WACV Jaime S. Cardoso
2008	B	`conf`	A connected path approach for staff detection on a music score. ICIP Jaime S. Cardoso, Artur Capela, Ana Rebelo, Carlos Guedes
2008	—	`conf`	Automatic Breast Contour Detection in Digital Photographs. HEALTHINF (2) Jaime S. Cardoso, Luís Filipe Teixeira, Maria João Cardoso
2008	—	`conf`	Automatic System for the Recognition of Amounts in Handwritten Cheques. SIGMAP Filipe Coelho, Luis Batista, Luís Filipe Teixeira, Jaime S. Cardoso
2008	—	`ch.`	Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment. Computer Recognition Systems 2 Jaime S. Cardoso, Maria João Cardoso
2008	—	`conf`	Breast Contour Detection with Stable Paths. BIOSTEC (Selected Papers) Jaime S. Cardoso, Ricardo Gamelas Sousa, Luís Filipe Teixeira, Maria João Cardoso
2008	B	`conf`	Breast contour detection with shape priors. ICIP Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
2008	—	`conf`	Integrated Recognition System for Music Scores. ICMC Artur Capela, Jaime S. Cardoso, Ana Rebelo, Carlos Guedes
2008	—	`conf`	Staff Line Detection and Removal with Stable Paths. SIGMAP Artur Capela, Ana Rebelo, Jaime S. Cardoso, Carlos Guedes
2008	J	`jnl`	The unimodal model for the classification of ordinal data. Neural Networks Joaquim F. Pinto da Costa, Hugo Alonso, Jaime S. Cardoso
2007	—	`conf`	Bandwidth-Efficient Byte Stuffing. ICC Jaime S. Cardoso
2007	J	`jnl`	Learning to Classify Ordinal Data: The Data Replication Method. J. Mach. Learn. Res. Jaime S. Cardoso, Joaquim F. Pinto da Costa
2007	J	`jnl`	Object Segmentation Using Background Modelling and Cascaded Change Detection. J. Multim. Luís Filipe Teixeira, Jaime S. Cardoso, Luís Corte-Real
2007	J	`jnl`	Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment. Artif. Intell. Medicine Jaime S. Cardoso, Maria João Cardoso
2006	J	`jnl`	A measure for mutual refinements of image segmentations. IEEE Trans. Image Process. Jaime S. Cardoso, Luís Corte-Real
2006	A	`conf`	Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches. ICME Margarita Kotti, Luis P. M. Martins, Emmanouil Benetos, Jaime S. Cardoso, Constantine Kotropoulos
2006	J	`jnl`	Classification of Ordinal Data CoRR Jaime S. Cardoso
2005	J	`jnl`	Accumulator size minimization for a fast cumulant-based motion estimator. IEEE Trans. Circuits Syst. Video Technol. Jaime S. Cardoso, Luís Corte-Real
2005	—	`conf`	Classification of Ordinal Data Using Neural Networks. ECML Joaquim F. Pinto da Costa, Jaime S. Cardoso
2005	J	`jnl`	Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment. Neural Networks Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
2005	B	`conf`	SVMs applied to objective aesthetic evaluation conservative breast cancer treatment. IJCNN Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso
2005	J	`jnl`	Toward a generic evaluation of image segmentation. IEEE Trans. Image Process. Jaime S. Cardoso, Luís Corte-Real