Image Capture
Contents
Image Capture#
Great minds discuss ideas; average minds discuss events; small minds discuss people.
Eleanor Roosevelt
Let’s get the ideas in order before discussing equipment and processes.
References#
Main Reference
Miikki, K; Karakoc, A. et al. An open-source camera system for experimental measurements, SoftwareX, 2021, 14, 100688 (freely accessible @ https://www.sciencedirect.com/science/article/pii/S2352711021000339#appA) Also see rpi-camera github repository.
Secondary References
Wilkes, Thomas C., et al. “Ultraviolet imaging with low cost smartphone sensors: Development and application of a raspberry Pi-based UV camera.” Sensors 16.10 (2016): 1649. (https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087437/) pdf
Deep Ultraviolet Imaging Using the Raspberry Pi HQ Camera Steropi Blog
Raspberry Pi Documentation: Camera (https://www.raspberrypi.com/documentation/accessories/camera.html)
Giving Linux a Camera Stack: libcamera’s 3 Years Journey and Exciting Future (YouTube video)
Light#
Radiometry vs Photometry
Radiometry: Measuring light in any portion of the electromagnetic spectrum, typically infrared, visible, ultraviolet
Photometry: Measuring light in units weighted by sensitivity of the human eye.
SI Units for Photometry
Candela (cd): SI unit of luminous intensity
Luminous power per unit solid angle emitted by a point light source. 1 cd = 1 lumen/SR
1 candela is approximately equal to light emitted by a common wax candle
Luminous intensity is weighted to match human perception.
More on Lumens, Lux, and Nits: https://www.konicaminolta.com/instruments/knowledge/light/concepts/04.html
Perception#
https://www.olympus-lifescience.com/en/microscope-resource/primer/lightandcolor/humanvisionintro/
Human Perception
https://www.olympus-lifescience.com/en/microscope-resource/primer/lightandcolor/humanvisionintro/
Representing images
Gamma
RGB, CYMK, YUV, etc
Color spaces
Color management and calibration
Gamma
Histograms
Color Gamut#
Lens and Aperture#
Etendue#
Property of light in an optical system
Area of the entrance pupil times solid angle the source subtends viewed from the pupil
Etendue is like entropy, always increases in an optical system
Simple Lenses#
https://en.wikipedia.org/wiki/Lens
Simple lenses
Focal length, refraction, and the Lensmaker’s equation
Real and Virtual image
Magnification
Abberations
Complex lenses#
microscopes (https://www.ccmr.cornell.edu/wp-content/uploads/sites/2/2018/03/Reading_-How-do-the-lenses-in-a-microscope-work_.pdf)
4f systems and fourier optics
telecentric lenses
epi-lighting schemes
Sensor#
IR/UV/Anti-Aliasing/Microlens/Color Filter Array
Sensor 2. Electronics
Camera as a System#
Feedback
Exposure control
Automatic white balance
Autofocus
Equivalence
Software Tools#
libcamera + qcam
OpenCV
RawTherapee
sudo apt-get install rawtherapee
imageio
ImageJ