Philipp Kratzer

Philipp Kratzer

Universität Stuttgart

H-index: 8

Europe-Germany

About Philipp Kratzer

Philipp Kratzer, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Universität Stuttgart, specializes in the field of Machine Learning, Robotics, Path and Motion Planning, Autonomous Driving.

His recent articles reflect a diverse array of research interests and contributions to the field:

Planning Coordinated Human-Robot Motions with Neural Network Full-Body Prediction Models

Neural network full-body human predictive models and their use for coordinated robot motion planning

Hierarchical Human-Motion Prediction and Logic-Geometric Programming for Minimal Interference Human-Robot Tasks

Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks

MoGaze: A Dataset of Full-Body Motions that Includes Workspace Geometry and Eye-Gaze

Anticipating Human Intention for Full-Body Motion Prediction in Object Grasping and Placing Tasks

Philipp Kratzer Information

University

Position

___

Citations(all)

243

Citations(since 2020)

205

Cited By

103

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

5

Email

University Profile Page

Universität Stuttgart

Google Scholar

View Google Scholar Profile

Philipp Kratzer Skills & Research Interests

Machine Learning

Robotics

Path and Motion Planning

Autonomous Driving

Top articles of Philipp Kratzer

Title

Journal

Author(s)

Publication Date

Planning Coordinated Human-Robot Motions with Neural Network Full-Body Prediction Models

arXiv preprint arXiv:2210.13317

Philipp Kratzer

Marc Toussaint

Jim Mainprice

2022/10/24

Neural network full-body human predictive models and their use for coordinated robot motion planning

Philipp Kratzer

2022

Hierarchical Human-Motion Prediction and Logic-Geometric Programming for Minimal Interference Human-Robot Tasks

IEEE RO-MAN: The 30th IEEE International Symposium on Robot and Human Interactive Communication

An T Le

Philipp Kratzer

Simon Hagenmayer

Marc Toussaint

Jim Mainprice

2021/4/16

Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks

Robotics and Automation (ICRA), 2020 IEEE International Conference on

Philipp Kratzer

Marc Toussaint

Jim Mainprice

2020

MoGaze: A Dataset of Full-Body Motions that Includes Workspace Geometry and Eye-Gaze

IEEE Robotics and Automation Letters

Philipp Kratzer

Simon Bihlmaier

Niteesh Balachandra Midlagajni

Rohit Prakash

Marc Toussaint

...

2020/11/23

Anticipating Human Intention for Full-Body Motion Prediction in Object Grasping and Placing Tasks

Philipp Kratzer

Niteesh Balachandra Midlagajni

Marc Toussaint

Jim Mainprice

2020/7/20

See List of Professors in Philipp Kratzer University(Universität Stuttgart)

Co-Authors

H-index: 50
Marc Toussaint

Marc Toussaint

Technische Universität Berlin

H-index: 17
Jim Mainprice

Jim Mainprice

Universität Stuttgart

H-index: 11
Ruth Schulz

Ruth Schulz

Universität Stuttgart

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