A Brute Force Approach to Depth Camera Odometry.

J. Israel 1 A. Plyer 1
1 ONERA - The French Aerospace Lab [Toulouse]
Abstract : By providing direct access to 3D information of the environment, depth cameras are particularly useful for perception applications such as Simultaneous Localization And Mapping or object recognition. With the introduction of the Kinect in 2010, Microsoft released a low cost depth camera that is now intensively used by researchers, especially in the field of indoor robotics. This chapter introduces a new 3D registration algorithm that can deal with considerable sensor motion. The proposed approach is designed to take advantage of the powerful computational scalability of Graphics Processing Units (GPUs).
keyword : GPGPU KINECT ODOMETRY
Document type :
Book sections
Complete list of metadatas
https://hal-onera.archives-ouvertes.fr/hal-00996582
Contributor : Alain Broc <>
Submitted on : Monday, May 26, 2014 - 4:02:22 PM
Last modification on : Tuesday, March 26, 2019 - 2:28:03 PM

Identifiers

Collections

ONERA

Citation

J. Israel, A. Plyer. A Brute Force Approach to Depth Camera Odometry.. Consumer Depth Cameras for Computer Vision, Springer, pp.49-60, 2013, Advances in Computer Vision and Pattern Recognition, 978-1-4471-4640-7. ⟨10.1007/978-1-4471-4640-7_3⟩. ⟨hal-00996582⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

103

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD