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David Pfeiffer
Researcher at Daimler AG
Publications - 26
Citations - 2092
David Pfeiffer is an academic researcher from Daimler AG. The author has contributed to research in topics: Object detection & Stereopsis. The author has an hindex of 15, co-authored 26 publications receiving 1866 citations.
Papers
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Journal ArticleDOI
Making Bertha Drive?An Autonomous Journey on a Historic Route
Julius Ziegler,Philipp Bender,Markus Schreiber,Henning Lategahn,Tobias Strauss,Christoph Stiller,Thao Dang,Uwe Franke,Nils Appenrodt,Christoph G. Keller,Eberhard Kaus,Ralf Herrtwich,Clemens Rabe,David Pfeiffer,Frank Lindner,Fridtjof Stein,Friedrich Erbs,Markus Enzweiler,Carsten Knöppel,Jochen Hipp,Martin Haueis,Maximilian Trepte,Carsten Brenk,Andreas Tamke,Mohammad Ghanaat,Markus Braun,Armin Joos,Hans Fritz,Horst Mock,Martin Hein,Eberhard Zeeb +30 more
TL;DR: An overview of the autonomous vehicle is given and details on vision and radar-based perception, digital road maps and video-based self-localization, as well as motion planning in complex urban scenarios are presented.
Book ChapterDOI
The Stixel World - A Compact Medium Level Representation of the 3D-World
TL;DR: The stixel-world turns out to be a compact but flexible representation of the three-dimensional traffic situation that can be used as the common basis for the scene understanding tasks of driver assistance and autonomous systems.
Proceedings ArticleDOI
Making Bertha See
Uwe Franke,David Pfeiffer,Clemens Rabe,Carsten Knoeppel,Markus Enzweiler,Fridtjof Stein,Ralf Herrtwich +6 more
TL;DR: Details of the employed vision algorithms for object recognition and tracking, free-space analysis, traffic light recognition, lane recognition, as well as self-localization are presented.
Proceedings ArticleDOI
Efficient representation of traffic scenes by means of dynamic stixels
David Pfeiffer,Uwe Franke +1 more
TL;DR: The new dynamic Stixel World has proven to be well suited as a common basis for the scene understanding tasks of driver assistance and autonomous systems.
Proceedings ArticleDOI
Towards a Global Optimal Multi-Layer Stixel Representation of Dense 3D Data
David Pfeiffer,Uwe Franke +1 more
TL;DR: This work presents a novel reconstruction of stereo vision data that allows to incorporate real-world constraints such as perspective ordering and delivers an optimal segmentation with respect to freespace and obstacle information.