CALL FOR APPLICATIONSPhD/Postdoctoral researcher positionWeakly supervised deep learning for face and facial
attributes detection
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Description
Face and facial
attributes, such as beard or glasses, detection play a
fundamental role in different computer vision
applications. Despite the efforts and research
advances in computer vision, the detectors operate in
a manner more reliable for frontal poses without
occlusion and without the presence of accessories like
sunglasses and hat. On the other hand, deep learning
techniques have recently shown exceptional results in
different problems. The successful deep learning
techniques is largely due to two factors: high
dimensionality classifiers and large datasets to train
them, one aspect of the big data phenomenon. A
challenge to use this formula lies in obtaining large
sets of annotated training data (with labels) for
supervised training. This postdoctoral project aims to
develop an original method to generate a large scale
database with few annotation automatically and
strategies to use these data to train, in a weakly
supervised way, a face and facial attributes detector
using deep learning techniques. The successful candidate will actively participate in R&D and also in team activities such as organization of seminars, short courses, study group meetings and co-supervision of undergraduate and graduate students. All these activities are related to the Research Support Centers NAP e-Science of the University of São Paulo. |
Required qualifications / skills
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Application procedure and schedule
Required documents: Fellowship conditions:
The selected candidate will apply for a fellowship from
FAPESP (São Paulo
Research Foundation) with the one of the following
conditions: PhD
(3-4 years, fellowship US$ 16K/year plus US$ 4.9K/year
for for travel expenses such as attending to
conferences); Postdoc
(2-4 years, fellowship US$ 30K/year plus US$ 4.5K/year
for travel expenses such as attending to conferences).
All fellowships may cover expenses for moving to São
Paulo/Brasil (including flight tickets). PhD and Postdoc
fellowships may apply for an extra period (4 months to 1
year) to do part of the research in any top research
university abroad (FAPESP BEPE fellowship). Medical care
at the University of São Paulo hospital is also
available. Please email applications and
inquiries to Prof. Roberto M. Cesar Jr.:
Subject: NAP/USP Postdoc application |
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IME/USP - Institute of Mathematics and Statistics, USP, São Paulo, Brazil |