Pedro Morgado

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Pedro Morgado

Pedro Morgado

EBU-1, Room 4608
9500 Gilman Drive
La Jolla, CA 92093-0409

pmaravil (at) ucsd (dot) edu


Brief Bio

Pedro is a fourth-year Ph.D. student in the Statistical Visual Computing Lab (SVCL) at the University of California, San Diego, where he is working in the intersection between machine learning and computer vision. Before arriving to UC San Diego, he earned both B.Sc. and M.Sc. degrees from Instituto Superior Técnico, Universidade de Lisboa in 2010 and 2012, respectively.

Publications

My online publication profile can be found at Scholar, Research Gate, or DBLP.

Semantically Consistent Regularization for Zero-Shot Recognition
Pedro Morgado and Nuno Vasconcelos
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawai, United States, 2017.

Minimal neighborhood redundancy maximal relevance: Application to the diagnosis of Alzheimer's disease
Pedro Morgado and Margarida Silveira
Neurocomputing
Vol. 155, pp. 295-308, May, 2015

Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages
Carlos Cabral, Pedro Morgado, Durval Campos Costa and Margarida Silveira
Computers in Biology and Medicine
Vol. 58, pp. 101-109, March, 2015

Diagnosis of Alzheimer's disease using 3D Local Binary Patterns
Pedro Morgado, Margarida Silveira and Jorge S Marques
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
Vol. 1, April, 2013

Texton-based diagnosis of Alzheimer's disease
Pedro Morgado, Margarida Silveira and Durval C Costa
IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
Southampton, United Kingdom, 2013

(Oral) Efficient selection of non-redundant features for the diagnosis of Alzheimer's disease
Pedro Morgado, Margarida Silveira and Jorge S Marques
International Symposium on Biomedical Imaging (ISBI)
San Francisco, CA, United States, 2013

Extending Local Binary Patterns to 3D for the diagnosis of Alzheimer's disease
Pedro Morgado, Margarida Silveira and Jorge S Marques
International Symposium on Biomedical Imaging (ISBI)
San Francisco, CA, United States, 2013

Automated Diagnosis of Alzheimer's Disease using PET Images: A study of alternative procedures for feature extraction and selection
Pedro Morgado
MSc Thesis, Instituto Superior Tecnico
Lisboa, Portugal, 2012.

Education

UCSD

University of California, San Diego
Ph.D. Student in Electrical Engineering

2014-Now
La Jolla, CA, United States

UCSD

Instituto Superior Técnico
M.Sc. in Electrical and Computer Engineering

2012
Lisbon, Portugal

Dissertation: Automated diagnosis of Alzheimer's Diesease using PET images

UCSD

Instituto Superior Técnico
B.Sc. in Electrical and Computer Engineering

2010
Lisbon, Portugal

Professional Experience

UCSD

University of California, San Diego
Graduate Student Resercher

San Diego, CA
United States
2014-Now

Adobe

Adobe Research
Intern Research Scientist

Seattle, WA
United States
2017

ISR

Institute for Systems and Robotics
Graduate Reserch Assistent

Lisbon
Portugal
2012-2014

Awards and Honors

FCT

Fundacao para a Ciencia e Tecnologia
Graduate Fellowship

2015-2019

UCSD

University of California, San Diego
Graduate Fellowship

2014



Updated: Nov. 29, 2017



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