Doppler time-of-flight imaging

Citation data:

ACM SIGGRAPH 2015 Emerging Technologies on - SIGGRAPH '15, Page: 1-1

Publication Year:
2015
Usage 1
Abstract Views 1
Citations 4
Citation Indexes 4
Repository URL:
http://hdl.handle.net/10754/621249
DOI:
10.1145/2782782.2792497
Author(s):
Heide, Felix; Wetzstein, Gordon; Hullin, Matthias; Heidrich, Wolfgang
Publisher(s):
Association for Computing Machinery (ACM)
Tags:
Computer Science
conference paper description
Over the last few years, depth cameras have become increasingly popular for a range of applications, including human-computer interaction and gaming, augmented reality, machine vision, and medical imaging. Many of the commercially-available devices use the time-of-flight principle, where active illumination is temporally coded and analyzed on the camera to estimate a per-pixel depth map of the scene. In this paper, we propose a fundamentally new imaging modality for all time-of-flight (ToF) cameras: per-pixel velocity measurement. The proposed technique exploits the Doppler effect of objects in motion, which shifts the temporal frequency of the illumination before it reaches the camera. Using carefully coded illumination and modulation frequencies of the ToF camera, object velocities directly map to measured pixel intensities. We show that a slight modification of our imaging system allows for color, depth, and velocity information to be captured simultaneously. Combining the optical flow computed on the RGB frames with the measured metric axial velocity allows us to further estimate the full 3D metric velocity field of the scene. We believe that the proposed technique has applications in many computer graphics and vision problems, for example motion tracking, segmentation, recognition, and motion deblurring.