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Deep Learning for Visual Computing

Project

Project Details

Program
Computer Science
Field of Study
​Computer Graphics, Computer Vision, Deep Learning
Division
Computer, Electrical and Mathematical Sciences and Engineering
Center Affiliation
Visual Computing Center

Project Description

The internship will be in the area of visual computing (computer graphics, computer vision, remote sensing). The exact topic depends on the student's interest, student's background, and current research topics in thegroup. To give some examplesof past projects, our group worked on topics related to generative adversarial networks for synthesizing images, textures, point clouds, 3D geometry, ..., networks using graphs as representations, and 3D reconstruction problems such as depth from one or multiple images, primitive fitting, indoor room layout reconstruction and segmentation of images.​

About the Researcher

Peter Wonka
Professor, Computer Science
Computer, Electrical and Mathematical Science and Engineering Division

Affiliations

Education Profile

  • M.S. Vienna University of Technology, Urban Planning, 2002
  • Ph.D. Vienna University of Technology, Computer Science, 2001
  • M.S. Vienna University of Technology, Computer Science, 1997

Research Interests

Professor Wonka's main research interests lie in deep learning, computer vision, and computer graphics. He is also interested in related areas such as visualization, image processing, remote sensing, data mining, and machine learning.

Desired Project Deliverables

​There are two learning objectives for the internships:1) students should learn about machine learning, deep learning, andtherespective target application chosen for the internship.​2) students should implement a working prototype