Program

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LNLS Scientific Director

HPC Vs Image Reconstruction From Projections

Real-time Segmentation and Analysis of 4D Terabyte-sized Images for Oil and Soil Research at Sirius

Segmenting Stem Cells and Molecules in Plants and Animals

Quaternionic Restricted Boltzmann Machines

Optimization techniques and image processing

On the identification of piecewise constant coefficients in optical diffusion tomography by level sets

Prior information and ways to design an efficient algorithm in CT

Hands-on Tutorial – Deep Learning Techniques for Image Classification (instructions available here) 

SDumont supercomputer: challenges for the scientific computing research in Brazil

Two applications of Inverse Problems Techniques
7th March 2018

08:30 - 09:30
Welcome coffee and registration
09:30 - 10:00

LNLS Scientific Director

10:00 - 10:30

HPC Vs Image Reconstruction From Projections

10:30 - 11:30

Real-time Segmentation and Analysis of 4D Terabyte-sized Images for Oil and Soil Research at Sirius

11:30 - 12:00
Break
12:00 - 13:00

Segmenting Stem Cells and Molecules in Plants and Animals

13:00 - 14:30
Lunch
14:30 - 15:30

Quaternionic Restricted Boltzmann Machines

15:30 - 16:30

Optimization techniques and image processing

17:00 - 19:00
Social gathering
8th March 2018

08:30 - 09:30

On the identification of piecewise constant coefficients in optical diffusion tomography by level sets

09:30 - 10:30

Prior information and ways to design an efficient algorithm in CT

10:30 - 11:00
Coffee Break
11:00 - 13:00

Hands-on Tutorial – Deep Learning Techniques for Image Classification (instructions available here) 

13:00 - 14:00
Lunch
14:00 - 15:00

SDumont supercomputer: challenges for the scientific computing research in Brazil

15:00 - 16:00
Two applications of Inverse Problems Techniques
16:00 - 18:00
Tours: Sirius and UVX