Title :
Capturing multiple illumination conditions using time and color multiplexing
Author :
De Decker, Bart ; Kautz, Jan ; Mertens, Tom ; Bekaert, Philippe
Author_Institution :
Expertise Centre for Digital Media, Hasselt Univ., Hasselt, Belgium
Abstract :
Many vision and graphics problems such as relighting, structured light scanning and photometric stereo, need images of a scene under a number of different illumination conditions. It is typically assumed that the scene is static. To extend such methods to dynamic scenes, dense optical flow can be used to register adjacent frames. This registration becomes inaccurate if the frame rate is too low with respect to the degree of movement in the scenes. We present a general method that extends time multiplexing with color multiplexing in order to better handle dynamic scenes. Our method allows for packing more illumination information into a single frame, thereby reducing the number of required frames over which optical flow must be computed. Moreover, color-multiplexed frames lend themselves better to reliably computing optical flow. We show that our method produces better results compared to time-multiplexing alone. We demonstrate its application to relighting, structured light scanning and photometric stereo in dynamic scenes.
Keywords :
image colour analysis; image registration; image sequences; multiplexing; color multiplexing frame; computing optical flow; graphics problem; multiple illumination condition; photometric stereo; register adjacent frame; structured light scanning; time multiplexing; vision problem; Demultiplexing; Educational institutions; Graphics; Image motion analysis; Layout; Light sources; Lighting; Optical computing; Optical variables control; Photometry;
Conference_Titel :
Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-3992-8
DOI :
10.1109/CVPR.2009.5206752