Personal information

Activities

Education and qualifications (1)

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2010-09 to 2015-07 | MSc
Education
Source: Self-asserted source
Pedro Costa

Works (22)

ExplainFix: Explainable spatially fixed deep networks

WIREs Data Mining and Knowledge Discovery
2023-03 | Journal article
Contributors: Alex Gaudio; Christos Faloutsos; Asim Smailagic; Pedro Costa; Aurélio Campilho
Source: check_circle
Crossref

A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images

2021 | Book chapter
Contributors: Pedro Costa; Aurélio Campilho; Jaime Cardoso
Source: check_circle
Crossref

Epistemic and Heteroscedastic Uncertainty Estimation in Retinal Blood Vessel Segmentation

U.Porto Journal of Engineering
2021-04-30 | Journal article
Contributors: Pedro Costa; Asim Smailagic; Jaime Cardoso; Aurélio Campilho
Source: check_circle
Crossref

Automatic detection of subsea entities and anomalies in inspection videos

Rio Oil and Gas Expo and Conference
2020-12-01 | Journal article
Contributors: Filipa Castro; Filipe Martins Marques; Pedro Miguel Vendas Da Costa; Manuel Parente
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Subsea ai video library

Rio Oil and Gas Expo and Conference
2020-12-01 | Journal article
Contributors: Filipa Castro; Filipe Martins Marques; Pedro Miguel Vendas Da Costa; Manuel Parente
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Visual inertial system for ROV positioning

Rio Oil and Gas Expo and Conference
2020-12-01 | Journal article
Contributors: Filipa Castro; Filipe Martins Marques; Pedro Miguel Vendas Da Costa; Manuel Parente
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Hybrid Framework for Uncertainty-Aware Depth Prediction in the Underwater Environment

IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)
2020-04-15 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586429

Contributors: Marques, Filipe; Castro, Filipa; Parente, Manuel; Costa, Pedro
Source: check_circle
CIÊNCIAVITAE

O-MedAL: Online active deep learning for medical image analysis

WIREs Data Mining and Knowledge Discovery
2020-01-27 | Journal article
SOURCE-WORK-ID:

cv-prod-id-2586431

Contributors: Smailagic, Asim; Costa, Pedro; Gaudio, Alex; Khandelwal, Kartik; Mirshekari, Mostafa; Fagert, Jonathon; Walawalkar, Devesh; et al.
Source: check_circle
CIÊNCIAVITAE

Artificial intelligence and deep learning in retinal image analysis

Computational Retinal Image Analysis
2019 | Book chapter
SOURCE-WORK-ID:

cv-prod-id-2586415

Contributors: Burlina, Philippe; Galdran, Adrian; Costa, Pedro; Cohen, Adam; Campilho, Aurélio
Source: check_circle
CIÊNCIAVITAE

Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning

2019 | Book chapter
Contributors: Qiqi Xiao; Jiaxu Zou; Muqiao Yang; Alex Gaudio; Kris Kitani; Asim Smailagic; Pedro Costa; Min Xu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection

2019-05-27 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586423

Contributors: Costa, Pedro; Araujo, Teresa; Aresta, Guilherme; Galdran, Adrian; Mendonca, Ana Maria; Smailagic, Asim; Campilho, Aurelio
Source: check_circle
CIÊNCIAVITAE

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

Medical Image Analysis
2019-02 | Journal article
SOURCE-WORK-ID:

cv-prod-id-2586417

Contributors: Al Hajj, Hassan; Lamard, Mathieu; Conze, Pierre-Henri; Roychowdhury, Soumali; Hu, Xiaowei; Maršalkaite, Gabija; Zisimopoulos, Odysseas; et al.
Source: check_circle
CIÊNCIAVITAE

A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images

IEEE Access
2018 | Journal article
Contributors: Pedro Costa; Adrian Galdran; Asim Smailagic; Aurelio Campilho
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2

2018 | Book chapter
Contributors: Carlos A. Ferreira; Tânia Melo; Patrick Sousa; Maria Inês Meyer; Elham Shakibapour; Pedro Costa; Aurélio Campilho
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis

2018-12-17 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586411

Contributors: Smailagic, Asim; Costa, Pedro; Young Noh, Hae; Walawalkar, Devesh; Khandelwal, Kartik; Galdran, Adrian; Mirshekari, Mostafa; et al.
Source: check_circle
CIÊNCIAVITAE

Weakly Supervised Fog Detection

2018-10-10 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586408

Contributors: Galdran, Adrian; Costa, Pedro; Vazquez-Corral, Javier; Campilho, Aurelio
Source: check_circle
CIÊNCIAVITAE

End-to-End Adversarial Retinal Image Synthesis

IEEE Transactions on Medical Imaging
2018-03 | Journal article
Contributors: Pedro Costa; Adrian Galdran; Maria Ines Meyer; Meindert Niemeijer; Michael Abramoff; Ana Maria Mendonca; Aurelio Campilho
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Convolutional bag of words for diabetic retinopathy detection from eye fundus images

IPSJ Transactions on Computer Vision and Applications
2017-12 | Journal article
Contributors: Pedro Costa; Aurélio Campilho
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

EyeQual: Accurate, Explainable, Retinal Image Quality Assessment

16th IEEE International Conference on Machine Learning and Applications (ICMLA)
2017-12-18 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586391

Contributors: Costa, Pedro; Campilho, Aurelio; Hooi, Bryan; Smailagic, Asim; Kitani, Kris; Liu, Shenghua; Faloutsos, Christos; Galdran, Adrian
Source: check_circle
CIÊNCIAVITAE

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis

2017-03-10 | Interactive resource
SOURCE-WORK-ID:

cv-prod-id-2586380

Contributors: Adrian Galdran; Aitor Alvarez-Gila; Maria Inês Meyer; Cristina L. Saratxaga; Teresa Araújo; Estibaliz Garrote; Guilherme Aresta; et al.
Source: check_circle
CIÊNCIAVITAE

Towards Adversarial Retinal Image Synthesis

2017-01-31 | Interactive resource
SOURCE-WORK-ID:

cv-prod-id-2586372

Contributors: Costa, Pedro; Galdran, Adrian; Meyer, Maria Inês; Abràmoff, Michael David; Meindert Niemeijer; Ana Maria Mendonca; Aurélio Campilho
Source: check_circle
CIÊNCIAVITAE

Pattern Based GUI Testing for Mobile Applications

9th International Conference on the Quality of Information and Communications Technology
2014-09-23 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2586362

Contributors: Costa, Pedro; Paiva, Ana C.R.; Nabuco, Miguel
Source: check_circle
CIÊNCIAVITAE