Computer Vision – ECCV 2008

Volume 5305 of the series Lecture Notes in Computer Science pp 830-844

Temporal Dithering of Illumination for Fast Active Vision

  • Srinivasa G. NarasimhanAffiliated withThe Robotics Institute, Carnegie Mellon University
  • , Sanjeev J. KoppalAffiliated withThe Robotics Institute, Carnegie Mellon University
  • , Shuntaro YamazakiAffiliated withNational Institute of Advanced Industrial Science and Technology

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Active vision techniques use programmable light sources, such as projectors, whose intensities can be controlled over space and time. We present a broad framework for fast active vision using Digital Light Processing (DLP) projectors. The digital micromirror array (DMD) in a DLP projector is capable of switching mirrors “on” and “off” at high speeds (106/s). An off-the-shelf DLP projector, however, effectively operates at much lower rates (30-60Hz) by emitting smaller intensities that are integrated over time by a sensor (eye or camera) to produce the desired brightness value. Our key idea is to exploit this “temporal dithering” of illumination, as observed by a high-speed camera. The dithering encodes each brightness value uniquely and may be used in conjunction with virtually any active vision technique. We apply our approach to five well-known problems: (a) structured light-based range finding, (b) photometric stereo, (c) illumination de-multiplexing, (d) high frequency preserving motion-blur and (e) separation of direct and global scene components, achieving significant speedups in performance. In all our methods, the projector receives a single image as input whereas the camera acquires a sequence of frames.