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Carlos Santiago
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2020 – today
- 2024
- [j14]Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach. SN Comput. Sci. 5(7): 834 (2024) - [c35]Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata:
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CVPR Workshops 2024: 2395-2403 - [c34]Filipa Lino, Carlos Santiago, Manuel Marques:
3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement. CVPR Workshops 2024: 4646-4656 - [c33]Miguel Cardoso, Carlos Santiago, Jacinto C. Nascimento:
Using Counterfactual Information for Breast Classification Diagnosis. CVPR Workshops 2024: 4996-5002 - [c32]Gonçalo P. Matos, Carlos Santiago, João Paulo Costeira, Ricardo L. Saldanha, Ernesto M. Morgado:
Tracking and Counting Apples in Orchards Under Intermittent Occlusions and Low Frame Rates. CVPR Workshops 2024: 5413-5421 - [c31]Gonçalo P. Matos, Tiago G. Oliveira, Filipe Silva, Francisco Martinho, Miguel Leão, Filipe Fonseca, José Silvestre, João Paulo Costeira, Ricardo L. Saldanha, Carlos Santiago, Ernesto M. Morgado:
An Apple Counting System Robust to Multiple Intermittent Occlusions. EPIA (1) 2024: 181-192 - [i5]Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata:
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR abs/2402.01410 (2024) - [i4]Filipa Lino, Carlos Santiago, Manuel Marques:
3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement. CoRR abs/2404.16136 (2024) - [i3]Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata:
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CoRR abs/2405.01654 (2024) - [i2]Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata:
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CoRR abs/2405.01658 (2024) - 2023
- [c30]Francisco Maria Calisto, João Gabriel de Matos Fernandes, Margarida Morais, Carlos Santiago, João Maria Veigas Abrantes, Nuno Jardim Nunes, Jacinto C. Nascimento:
Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis. CHI 2023: 13:1-13:20 - [c29]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato:
Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE 2023: 37-46 - [c28]Pedro Diogo, Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento:
Weakly-Supervised Diagnosis and Detection of Breast Cancer Using Deep Multiple Instance Learning. ISBI 2023: 1-4 - [c27]Mac Golub, Carlos Santiago, C. Baleia, Pedro Lopes, Alfredo Ferreira, Rita Gouveia Nunes, Jacinto C. Nascimento:
Convolutional Siamese Networks for Myocardial Lesion Classification in T1 Maps. ISBI 2023: 1-4 - [c26]Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento:
Classification of Breast Cancer in Mri with Multimodal Fusion. ISBI 2023: 1-4 - [c25]Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata:
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 47-56 - 2022
- [j13]Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento:
BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions. Artif. Intell. Medicine 127: 102285 (2022) - [j12]Carlos Santiago, Bernabé Ortega-Tenezaca, Iratxe Barbolla, Brenda Fundora-Ortiz, Sonia Arrasate, María Auxiliadora Dea-Ayuela, Humberto González Díaz, Nuria Sotomayor, Esther Lete:
Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives. J. Chem. Inf. Model. 62(16): 3928-3940 (2022) - [j11]Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro:
Learning to count biological structures with raters' uncertainty. Medical Image Anal. 80: 102500 (2022) - [j10]Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento:
CyCoSeg: A Cyclic Collaborative Framework for Automated Medical Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8167-8182 (2022) - [j9]Carlos Santiago, Daniela O. Medley, Jorge S. Marques, Jacinto C. Nascimento:
Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields. IEEE Trans. Image Process. 31: 2478-2487 (2022) - [d2]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Night and Day Instance Segmented Park (NDISPark) Dataset: a Collection of Images taken by Day and by Night for Vehicle Detection, Segmentation and Counting in Parking Areas. Zenodo, 2022 - 2021
- [j8]Carlos Santiago, Shuyang Ren, Choonhwa Lee, Minsoo Ryu:
Concordia: A Streamlined Consensus Protocol for Blockchain Networks. IEEE Access 9: 13173-13185 (2021) - [j7]Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento:
Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification. Int. J. Hum. Comput. Stud. 150: 102607 (2021) - [j6]Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento:
LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. 110: 107585 (2021) - [c24]Catarina Barata, Carlos Santiago:
Improving the Explainability of Skin Cancer Diagnosis Using CBIR. MICCAI (3) 2021: 550-559 - [c23]Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann:
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia 2021: 25-26 - [c22]João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago:
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia 2021: 5702-5703 - [c21]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD 2021: 442-449 - [c20]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) 2021: 185-195 - [d1]Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro:
A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images. Zenodo, 2021 - 2020
- [j5]Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento:
Deep Active Shape Model for Robust Object Fitting. IEEE Trans. Image Process. 29: 2380-2394 (2020) - [c19]Catarina Barata, Carlos Santiago:
How Important Is Each Dermoscopy Image? CVPR Workshops 2020: 3202-3210 - [c18]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI 2020: 82-85 - [c17]Carlos Santiago, Choonhwa Lee:
Accelerating Message Propagation in Blockchain Networks. ICTC 2020: 157-160 - [i1]Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato:
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR abs/2004.09251 (2020)
2010 – 2019
- 2019
- [c16]Carlos Santiago, D. M. Alves, Beatriz Quintino Ferreira, João Carvalho, Alberto Messina, João Paulo Costeira:
Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval. CBMI 2019: 1-6 - [c15]Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento:
Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based Descriptors. ISBI 2019: 644-648 - 2018
- [j4]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming. Comput. Methods Programs Biomed. 154: 9-23 (2018) - [c14]Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento:
Robust Feature Descriptors for Object Segmentation Using Active Shape Models. ACIVS 2018: 163-174 - [c13]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. ICIP 2018: 3703-3707 - 2017
- [j3]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes. Neural Comput. Appl. 28(9): 2489-2500 (2017) - [c12]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming. ICIP 2017: 1747-1751 - 2016
- [c11]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
A new robust active shape model formulation for cardiac MRI segmentation. ICIP 2016: 4112-4115 - 2015
- [j2]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
2D Segmentation Using a Robust Active Shape Model With the EM Algorithm. IEEE Trans. Image Process. 24(8): 2592-2601 (2015) - [j1]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images. IEEE J. Biomed. Health Informatics 19(1): 339-348 (2015) - [c10]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model. EMBC 2015: 7304-7307 - [c9]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. IbPRIA 2015: 283-290 - 2014
- [c8]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Non-rigid Object Segmentation Using Robust Active Shape Models. AMDO 2014: 160-169 - [c7]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
A robust active shape model using an expectation-maximization framework. ICIP 2014: 6076-6080 - 2013
- [c6]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI. EMBC 2013: 4398-4401 - [c5]Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques:
3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. ICIP 2013: 606-610 - 2012
- [c4]Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento:
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. ICPRAM (1) 2012: 333-340 - 2011
- [c3]Carlos Santiago, Bodhisattwa Gangopadhyay, João Pedro:
Planning a urban Radio over Fibre network. EUROCON 2011: 1-4
1990 – 1999
- 1996
- [c2]Wayne Citrin, Carlos Santiago, Benjamin G. Zorn:
Scalable Interfaces to Support Program Comprehension. WPC 1996: 123-132 - [c1]Wayne Citrin, Carlos Santiago:
Incorporating Fisheyeing into a Visual Programming Environment. VL 1996: 20-27
Coauthor Index
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