Hi,
This is a reminder for the seminar talk next Tuesday. See information bellow.
If you haven't done it already, please register for the seminar in the link
bellow:
https://www.eventbrite.com/e/tackling-inverse-problems-in-imaging-using-targeted-priors-tickets-33622755567?aff=seminariosmlpb
Please, try to register up to 11h so that we can guarantee having lunch for
everyone.
This eventbrite was created for logistical reasons only; you are also welcome
if you won't be able to register.
Thanks,
Mariana
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TALK ANNOUNCEMENT -- **Anfiteatro do Complexo Interdisciplinar**
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Priberam Machine Learning Lunch Seminar
Speaker: Afonso Teodoro (IST/IT)
Venue: IST Alameda, Anfiteatro do Complexo Interdisciplinar
Date: Tuesday, April 18th, 2017
Time: 13:00
Lunch will be provided
Title:
Tackling inverse problems in imaging using targeted priors
Abstract:
Image denoising is one of the core problems in image processing and some argue
that current state-of-the-art general purpose methods may be reaching the
maximum possible performance. This talk focuses on two main topics: 1) how can
we push such limit; 2) how to leverage the developments in image denoising to
tackle other inverse imaging problems. In the former, we propose learning
priors that are adapted to specific classes of images, such as documents and
face images, or to specific tasks. In the latter, we build upon the recently
proposed plug-and-play framework, by plugging a state-of-the-art denoiser into
the iterations of an alternating direction method of multipliers algorithm.
Short Bio:
Afonso Teodoro received the MSc degree in Electrical and Computer Engineering
from Instituto Superior Técnico, University of Lisbon, in 2014. In his MSc
thesis, he focused on addressing image denoising and in painting problems,
using a patch-based Gaussian mixture model. Since then, he has continued
working on other image restoration/reconstruction topics, such as image
deblurring, super-resolution, hyperspectral sharpening, among others, at
Instituto de Telecomunicações, where he is pursuing his PhD degree. His
research interests include signal and image processing, optimization, deep
learning, artificial intelligence and robotics.
Eventbrite:
https://www.eventbrite.com/e/tackling-inverse-problems-in-imaging-using-targeted-priors-tickets-33622755567?aff=seminariosmlpb
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General info about our seminars:
http://labs.priberam.com/Academia-Partnerships/Seminars
Please forward this link to whoever might be interested in attending the
seminars.
Enviado a partir do meu smartphone Samsung Galaxy.
