Christoph Stiller

About Christoph Stiller

Christoph Stiller, With an exceptional h-index of 59 and a recent h-index of 45 (since 2020), a distinguished researcher at Karlsruher Institut für Technologie, specializes in the field of intelligent vehicles, autonomous driving, autonomous vehicles, machine vision, intelligent transportation systems.

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

MAP-Former: Multi-Agent-Pair Gaussian Joint Prediction

PITA: Physics-Informed Trajectory Autoencoder

YOLinO++: Single-Shot Estimation of Generic Polylines for Mapless Automated Diving

Verhaltensentscheidung für automatisierte Fahrzeuge mittels Arbitrationsgraphen

Learning Safe and Human-Like High-Level Decisions for Unsignalized Intersections From Naturalistic Human Driving Trajectories

A dual evidential top-view representation to model the semantic environment of automated vehicles

Gap Approaching Intelligent Driver Model for Interactive Simulation of Merging Scenarios

HD Map Generation from Noisy Multi-Route Vehicle Fleet Data on Highways with Expectation Maximization

Christoph Stiller Information

University

Position

Professor of Measurement and Control Systems

Citations(all)

24800

Citations(since 2020)

15623

Cited By

15906

hIndex(all)

59

hIndex(since 2020)

45

i10Index(all)

169

i10Index(since 2020)

125

Email

University Profile Page

Google Scholar

Christoph Stiller Skills & Research Interests

intelligent vehicles

autonomous driving

autonomous vehicles

machine vision

intelligent transportation systems

Top articles of Christoph Stiller

MAP-Former: Multi-Agent-Pair Gaussian Joint Prediction

arXiv preprint arXiv:2404.19283

2024/4/30

Christoph Stiller
Christoph Stiller

H-Index: 42

PITA: Physics-Informed Trajectory Autoencoder

arXiv preprint arXiv:2403.11728

2024/3/18

YOLinO++: Single-Shot Estimation of Generic Polylines for Mapless Automated Diving

arXiv preprint arXiv:2402.00989

2024/2/1

Annika Meyer
Annika Meyer

H-Index: 2

Christoph Stiller
Christoph Stiller

H-Index: 42

Verhaltensentscheidung für automatisierte Fahrzeuge mittels Arbitrationsgraphen

2024

Learning Safe and Human-Like High-Level Decisions for Unsignalized Intersections From Naturalistic Human Driving Trajectories

IEEE Transactions on Intelligent Transportation Systems

2023/6/27

Christoph Stiller
Christoph Stiller

H-Index: 42

A dual evidential top-view representation to model the semantic environment of automated vehicles

IEEE Transactions on Intelligent Vehicles

2023/6/23

Gap Approaching Intelligent Driver Model for Interactive Simulation of Merging Scenarios

2023/6/4

Johannes Fischer
Johannes Fischer

H-Index: 0

Christoph Stiller
Christoph Stiller

H-Index: 42

HD Map Generation from Noisy Multi-Route Vehicle Fleet Data on Highways with Expectation Maximization

arXiv preprint arXiv:2305.02080

2023/5/3

Florian Ries
Florian Ries

H-Index: 8

Christoph Stiller
Christoph Stiller

H-Index: 42

Large-Scale 3D Semantic Reconstruction for Automated Driving Vehicles with Adaptive Truncated Signed Distance Function

2023/6/4

Interactive trajectory planning using mixed integer quadratic programming

AT-AUTOMATISIERUNGSTECHNIK

2023/4/25

Christoph Burger
Christoph Burger

H-Index: 3

Christoph Stiller
Christoph Stiller

H-Index: 42

Cooperative interacting automobiles

2023/4/25

Christoph Stiller
Christoph Stiller

H-Index: 42

Matthias Althoff
Matthias Althoff

H-Index: 31

Interaktive Trajektorienplanung mittels gemischt-ganzzahliger quadratischer Programmierung

at-Automatisierungstechnik

2023/4/25

Christoph Burger
Christoph Burger

H-Index: 3

Christoph Stiller
Christoph Stiller

H-Index: 42

Herrn Prof. Franz Mesch zum 90. Geburtstag

at-Automatisierungstechnik

2023/2/23

Christoph Stiller
Christoph Stiller

H-Index: 42

Identifying out-of-domain objects with dirichlet deep neural networks

2023

Christoph Stiller
Christoph Stiller

H-Index: 42

Deep geometry-aware camera self-calibration from video

2023

Christoph Stiller
Christoph Stiller

H-Index: 42

Technologies Towards Automated Vehicles.

2023

Christoph Stiller
Christoph Stiller

H-Index: 42

Cooperative automated driving for bottleneck scenarios in mixed traffic

35th IEEE Intelligent Vehicles Symposium (IV 2023), Anchorage, AK, USA, June 4-7, 2023

2023

Decision-theoretic MPC: Motion planning with weighted maneuver preferences under uncertainty

arXiv preprint arXiv:2310.17963

2023/10/27

Christoph Stiller
Christoph Stiller

H-Index: 42

Safety Reinforced Model Predictive Control (SRMPC): Improving MPC with Reinforcement Learning for Motion Planning in Autonomous Driving

2023/9/24

Johannes Fischer
Johannes Fischer

H-Index: 0

Christoph Stiller
Christoph Stiller

H-Index: 42

Modeling Interaction-Aware Driving Behavior using Graph-Based Representations and Multi-Agent Reinforcement Learning

2023/9/24

Christoph Stiller
Christoph Stiller

H-Index: 42

See List of Professors in Christoph Stiller University(Karlsruher Institut für Technologie)

Co-Authors

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