FabianManhardt

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Contact

Fabian Manhardt

Fabian Manhardt

  • Email: fabian.manhardt[at]|tum.de
  • Position: PhD Candidate
  • Address:

Chair for Computer Aided Medical Procedures & Augmented Reality
Fakultät für Informatik
Technische Universität München
Boltzmannstr. 3
85748 Garching b. München

Announcements

  • Aug 5: Our SSD6D paper at ICCV '17 in Venice just got selected as Oral presentation!!

Student Projects

If you are interested in projects in the area of Computer Vision and Deep Learning, you are always welcome to drop by my office.

Available

Running
DA/MA/BADealing with the ambiguity induced by object symmetry in pose estimation tasks
(Fabian Manhardt, Federico Tombari, Prof. Nassir Navab)

Finished

Research Topics

I am currently involved in conducting research in the following research areas.

  • Computer Vision.
  • Deep Learning.

Active research projects

Rigid 3D Object Detection

Rigid 3D Object Detection

Object detection and localization is a crucial step for inspection and manipulation tasks in robotic and industrial applications. We present an object detection and localization scheme for 3D objects that combines intensity and depth data. A novel multimodal, scale- and rotation-invariant feature is used to simultaneously describe the object's silhouette and surface appearance. The object's position is determined by matching scene and model features via a Hough-like local voting scheme. The proposed method is quantitatively and qualitatively evaluated on a large number of real sequences, proving that it is generic and highly robust to occlusions and clutter. Comparisons with state of the art methods demonstrate comparable results and higher robustness with respect to occlusions.

Education

  • 2017 - Master in Informatics / Technical University of Munich (TUM)

Teaching Assistance

List of Publications

2017
W. Kehl, F. Manhardt, F. Tombari, S. Ilic, N. Navab
SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again
International Conference on Computer Vision (ICCV), Venice, Italy, October 2017 [oral].
The first two authors contributed equally to this paper.
(bib)
2015
A. Luckow, K. Kennedy, F. Manhardt, E. Djerekarov, A. Apon
Automotive big data: Applications, workloads and infrastructures
International Conference on Big Data (Big Data), Santa Clara, CA, USA, December 2015 (bib)

UsersForm
Title: M.Sc.
Circumference of your head (in cm):  
Firstname: Fabian
Middlename:  
Lastname: Manhardt
Picture: IMG_1130.jpg
Birthday: 20.10.1992
Nationality: Bavaria
Languages: English, German
Groups: Computer Vision
Expertise: Computer Vision
Position: Scientific Staff
Status: Active
Emailbefore: fabian.manhardt
Emailafter: tum.de
Room: 3.13.040
Telephone: +49 (89) 289 - 19417
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Edit | Attach | Refresh | Diffs | More | Revision r1.17 - 05 Apr 2018 - 11:26 - FabianManhardt

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