Advanced Interactive Technologies

Open Opportunities

Electromagnetic tracking via Deep Learning ETH Zurich Advanced Interactive Technologies The goal of this project is to work on a new magnetic tracking system that combines our expertise in machine learning, haptics, and electromagnetic actuators. The outcome will be incorporated as one of the building blocks of a larger system we are working on that is oriented towards VR/AR haptics. Artificial Intelligence and Signal and Image Processing, Electrical and Electronic Engineering CLS Student Project (MPG ETH CLS), ETH Organization's Labels (ETHZ), IDEA League Student Grant (IDL), Master Thesis

Computational Haptics ETH Zurich Advanced Interactive Technologies We research wearable and tool-based haptics systems, from hardware, computational design using optimization, and the user experience. Several master projects are open in this area in our group. Engineering and Technology, Information, Computing and Communication Sciences CLS Student Project (MPG ETH CLS), ETH Organization's Labels (ETHZ), IDEA League Student Grant (IDL), Master Thesis

3D Hand Pose and Shape from Images ETH Zurich Advanced Interactive Technologies We provide several projects on 3D hand pose/shape estimation and reconstruction from images. If you are a research-oriented student and are interested in work in this area, you can contact me and we can work together on formulating your thesis topic. You can also bring your own ideas. Computer Vision, Image Processing, Neural Networks, Genetic Alogrithms and Fuzzy Logic, Pattern Recognition CLS Student Project (MPG ETH CLS), ETH Organization's Labels (ETHZ), IDEA League Student Grant (IDL), Master Thesis, Semester Project

Optical Marker Denoising with Temporal Models ETH Zurich Advanced Interactive Technologies We want to explore temporal neural networks for the task of denoising corrupt marker locations which often happens in state-of-the-art optical motion capturing systems. Artificial Intelligence and Signal and Image Processing ETH Organization's Labels (ETHZ), Master Thesis

Gaze-based Interaction with Public Display by Personal Eye Image Generation ETH Zurich Advanced Interactive Technologies In this project, we aim to develop an interactive system with a public display that can perform immediate personal gaze-based interaction. Information, Computing and Communication Sciences Master Thesis, Semester Project

Removing Markers in Images for Hand Pose Estimation ETH Zurich Advanced Interactive Technologies We want to investigate if we can remove optical markers in hand images and how this removal affects a downstream hand pose estimation pipeline. Information, Computing and Communication Sciences ETH Organization's Labels (ETHZ), Master Thesis

Human Pose Reconstruction from IMUs ETH Zurich Advanced Interactive Technologies We offer several projects to investigate inertial-based motion capture system for full-body pose reconstructions. Information, Computing and Communication Sciences Bachelor Thesis, ETH Organization's Labels (ETHZ), Master Thesis, Semester Project

Hand-eye Coordination for Public Display Interaction ETH Zurich Advanced Interactive Technologies This project will first perform a simple eye gaze estimation method, and then combine the hand gesture detection results, finally operate the UI elements on a public display at the long-distance. Information, Computing and Communication Sciences Master Thesis

Generating Search and Pointing Behavior on Grid Menus via Reinforcement Learning ETH Zurich Advanced Interactive Technologies The goal of this thesis is to employ state-of-the-art reinforcement learning techniques for user modelling in a human-computer interaction context. Specifically, we want to model how people search and operate grid menus. Engineering and Technology, Information, Computing and Communication Sciences Master Thesis

3D Human Understanding ETH Zurich Advanced Interactive Technologies We provide several topics about 3D human pose/shape estimation and body reconstruction. Information, Computing and Communication Sciences Master Thesis, Semester Project