|
| This Article | ||
| ||
| Share | ||
| Bibliographic References | ||
| Add to: | ||
| | ||
| Search | ||
| ||
Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06)
The Reverse Projection Correlation Principle for Depth from Defocus
University of North Carolina, Chapel Hill, USA
June 14-June 16
ISBN: 0-7695-2825-2
| ASCII Text | x | ||
| Scott McCloskey, Michael Langer, Kaleem Siddiqi, "The Reverse Projection Correlation Principle for Depth from Defocus," 3D Data Processing Visualization and Transmission, International Symposium on, pp. 607-614, Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06), 2006. | |||
| BibTex | x | ||
| @article{ 10.1109/3DPVT.2006.136, author = {Scott McCloskey and Michael Langer and Kaleem Siddiqi}, title = {The Reverse Projection Correlation Principle for Depth from Defocus}, journal ={3D Data Processing Visualization and Transmission, International Symposium on}, volume = {0}, year = {2006}, isbn = {0-7695-2825-2}, pages = {607-614}, doi = {http://doi.ieeecomputersociety.org/10.1109/3DPVT.2006.136}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 3D Data Processing Visualization and Transmission, International Symposium on TI - The Reverse Projection Correlation Principle for Depth from Defocus SN - 0-7695-2825-2 SP607 EP614 A1 - Scott McCloskey, A1 - Michael Langer, A1 - Kaleem Siddiqi, PY - 2006 KW - null VL - 0 JA - 3D Data Processing Visualization and Transmission, International Symposium on ER - | |||
In this paper, we address the problem of finding depth from defocus in a fundamentally new way. Most previous methods have used an approximate model in which blurring is shift invariant and pixel area is negligible. Our model avoids these assumptions. We consider the area in the scene whose radiance is recorded by a pixel on the sensor, and relate the size and shape of that area to the scene?s position with respect to the plane of focus. This is the notion of reverse projection, which allows us to illustrate that, when out of focus, neighboring pixels will record light from overlapping regions in the scene. This overlap results in a measurable change in the correlation between the pixels? intensity values. We demonstrate that this relationship can be characterized in such a way as to recover depth from defocused images. Experimental results show the ability of this relationship to accurately predict depth from correlation measurements.
Citation:
Scott McCloskey, Michael Langer, Kaleem Siddiqi, "The Reverse Projection Correlation Principle for Depth from Defocus," 3dpvt, pp.607-614, Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06), 2006
Usage of this product signifies your acceptance of the Terms of Use.
