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These lecture notes from ece516 / cs532 computer vision class cover the concepts of radiometry, radiance, irradiance, local reflectance model, and the bidirectional reflectance distribution function (brdf). The notes also discuss the importance of helmholtz reciprocity and energy conservation in the context of the brdf.
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ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Pradeep Sen Advanced Graphics Lab
Class 3 January 28, 2009
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Last time
ย Finished Forsyth Ch 1 ย Started talking about radiometry
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Today
ย More on Radiometry
ย Local shading models
ย Ch. 4 & and start of ch. 5
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Radiometry
ย The science of measuring light
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Radiance
ย The power traveling at some point in a specified direction, per unit area perpendicular to the direction of travel, per unit solid angle (W/m^2 sr) ย Think of it as the power (energy per unit time) in a ray of light ย Constant along rays (in a vacuum) ย Useful property because it gives us an invariant when simulating light flow (used in both computer graphics and vision)
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Radiance
ย Radiance is constant along rays
ย Power 1->2, leaving 1:
ย Power 1->2, arriving at 2:
ย But these must be the same, so that the two radiances are equal
L x ( 1 , ฯ , ฯ)( dA 1 cos ฯ 1 )^ โ โ dA^2 cos r 2 ฯ^2 โโ
L x ( (^) 2 , ฯ , ฯ) ( dA 2 cos ฯ 2 )^ โ โ dA^1 cos r 2 ฯ^1 โโ
P 1
P 2
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Irradiance
ย Incident power per unit area (W/m^2 )
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Local reflectance model
ย The radiance leaving a point on a surface is due only to the radiance arriving at this point ย All the light leaving a surface at a given wavelength is due to the light arriving at that wavelength ย Surfaces do not generate light
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Local reflectance model
ย The radiance leaving a point on a surface is due only to the radiance arriving at this point
ย All the light leaving a surface at a given wavelength is due to the light arriving at that wavelength
ย Surfaces do not generate light
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
The BRDF
ย Bidirectional Reflectance Distribution Function ย A ratio of the radiance in the outgoing direction to the incident radiance ย Units: 1/sr
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Radiance leaving a surface
ย To compute the radiance leaving a surface point in a particular direction we multiply the irradiance from a direction by the BRDF
ย If we want to determine the outgoing radiance from all the incident irradiance, we integrate over the hemisphere of incident directions
ECE516 / CS532 Computer Vision Pradeep Sen Class 3 โ January 28, 2009
Important properties of the BRDF
ย Helmholtz reciprocity: symmetric in the incoming and outgoing direction ย Cannot be arbitrary values: the total energy in cannot be less than total energy out (no energy created) ย This is a physical restriction