Statistics of Infrared Images

DSpace/Manakin Repository

Statistics of Infrared Images

Citable link to this page

 

 
Title: Statistics of Infrared Images
Author: Morris, Nigel J. W.; Avidan, Shai; Matusik, Wojciech; Pfister, Hanspeter

Note: Order does not necessarily reflect citation order of authors.

Citation: Morris, Nigel J. W., Shai Avidan, Wojciech Matusik, and Hanspeter Pfister. 2007. Statistics of infrared images. In IEEE Conference on computer vision and pattern recognition: June 17-22, 2007, Minneapolis, MN, ed. IEEE Computer Society, 1-7. Piscataway, N.J.: IEEE.
Access Status: Full text of the requested work is not available in DASH at this time (“dark deposit”). For more information on dark deposits, see our FAQ.
Full Text & Related Files:
Abstract: The proliferation of low-cost infrared cameras gives us a new angle for attacking many unsolved vision problems by leveraging a larger range of the electromagnetic spectrum. A first step to utilizing these images is to explore the statistics of infrared images and compare them to the corresponding statistics in the visible spectrum. In this paper, we analyze the power spectra as well as the marginal and joint wavelet coefficient distributions of datasets of indoor and outdoor images. We note that infrared images have noticeably less texture indoors where temperatures are more homogenous. The joint wavelet statistics also show strong correlation between object boundaries in IR and visible images, leading to high potential for vision applications using a combined statistical model.
Published Version: doi:10.1109/CVPR.2007.383003
Other Sources: http://gvi.seas.harvard.edu/sites/all/files/Morris07Statistics.pdf
Citable link to this page: http://nrs.harvard.edu/urn-3:HUL.InstRepos:4726170
Downloads of this work:

Show full Dublin Core record

This item appears in the following Collection(s)

 
 

Search DASH


Advanced Search
 
 

Submitters