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Tags: adjust, brightness, contrast, deflicker, equalize, gamma, image, processing, timelapse
Comment by Ritchie on February 6, 2011 at 4:08am I have a brief idea from the robot vision site but it would require copious programing on your part. You want the same pictures from a long (or short) flight which is pretty much impossible because as the auto settings change the sensor comes out of its "comfort" range more and more until you start seeing the small dot artifacts.
The robot vision site suggested a few methods for image manipulation (nothing specific to your circumstance but) using a summing algorithm you could analyse the colour content of your picture and make adjustments to thers after. Having say a base pool and some thresholds may give you a pixel by pixel adjustment to help.
Also I would highly recommend using CMOS cameras if this is your goal as their colour sensing is inferior to CCD so you will make the job easier. Canon DLSR shot against Nikon DSLR is a classic CMOS vs CCD argument is why I know.
Comment by Krzysztof Bosak on February 6, 2011 at 4:12am
Comment by Johann Van Niekerk on February 6, 2011 at 4:26am Hi Krzysztof
I am by no means a expert or have any expierance in this line of work but i am getting into it now. and very interested in what you are trying to achieve , I thought of a way to do this but dont know if it will work.
If take a High res Video camera like GoPro and film the complete area and afterwards use software to split the video up into images worked out on time frame of the movie ? that way the gopro Auto corrects light exposure over the course of flight and your images should be all the same ?
Comment by Krzysztof Bosak on February 6, 2011 at 4:29am Will not work because digital camcorders use interframe compression.
Splitted photos will have bad quality (and typically lots of noise as well).
Comment by Johann Van Niekerk on February 6, 2011 at 4:41am I have a different opinion on that krzysztof .
from what altitude are you taking these photo's on average?

The photomerge function in Adobe Photoshop CS4/CS5 is good. But I have only used it for a limited number of images. Not sure how well it would hold up when using hundreds of images.
Does your camera support RAW images? That would allow for much more aggressive brightness and color correction without introducing artifacts.
Comment by Stephane Rocca on February 6, 2011 at 5:53am Hi,
Enblend/enfuse is what your looking for : command line for your several thousand of pictures is possible with a bit of code... Already done it, really awesome program !
Comment by MarcS on February 6, 2011 at 6:21am
Comment by Krzysztof Bosak on February 6, 2011 at 6:27am RAW is out of question because of quantity of data and required shotrate below 4s. Unless I missed a camera that can do 1000 RAWs every 4s.
The flight altitude is 200m agl on average.
300m on rare cases.
Almost never below.
Over 300m no chance.
Comment by Kris Nackaerts on February 6, 2011 at 6:38am Enblend seems interesting for you: http://enblend.sourceforge.net/details.htm
Gain some experience how it's used in Hugin ( examples on enblend results at http://hugin.sourceforge.net/tech/ ). Detailed info on how Hugin uses enblend: http://hugin.sourceforge.net/tutorials/Blend-masks/en.shtml
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