CS Forum: "Graphics, Vision, Materials, and Optimization" Miika Aittala

2018-04-23 14:15:00 2018-04-23 15:00:00 Europe/Helsinki CS Forum: "Graphics, Vision, Materials, and Optimization" Miika Aittala CS department's public guest lecture, open to everyone free-of-charge. http://cs.aalto.fi/en/midcom-permalink-1e8389586fe16de389511e89efd6de860dde912e912 Konemiehentie 2, 02150, Espoo

CS department's public guest lecture, open to everyone free-of-charge.

23.04.2018 / 14:15 - 15:00
seminar room T2, Konemiehentie 2, 02150, Espoo, FI

Dr Miika Aittala
Postdoctoral Associate, MIT, United States

Host: Professor Jaakko Lehtinen
Time: 14:15 (coffee at 14:00)
Venue: T2, CS building

Graphics, Vision, Materials, and Optimization

Abstract:

In this talk, I will describe my work that started in photorealistic material appearance capture for realistic graphics applications, and has, since my thesis, expanded into broader problems combining graphics, vision, optimization, and machine learning. Additionally, I will briefly describe fresh results from two recent works: our upcoming paper on capturing material appearance using  
convolutional neural networks (accepted to SIGGRAPH 2018), and a CNN-based image processing method that sets a dramatic new state of the art in image restoration from bursts of badly corrupted pictures.

Bio:

Dr. Miika Aittala is currently a Postdoctoral Associate with Professor Frédo Durand at MIT CSAIL. Prior to this, he completed his PhD thesis with Professors Jaakko Lehtinen and Lauri Savioja at Aalto University, Helsinki, Finland.

Dr. Aittala's thesis, defended in October 2016, has received numerous awards: four Finnish awards from Aalto University, The Finnish Society for Computer Science, Academic Engineers and Architects (TEK) and Tekniska Föreningen i Finland (TFiF). On April 16 2018 he  
received the Eurographics society's prestigious doctoral thesis award in the annual EUROGRAPHICS conference in Delft.