I will agree, based on what you said, that there are cases where even with today's available bandwidth and storage a case can be made for compressing some images. And it is useful for video because of the already huge size of video files as compared to image files taken by most people. So I'm basically speaking of compression with respect to image compression in digital photo editors. Whether chroma subsampling is the best choice as opposed to somewhat more aggressive jpg optimization is, however, a bit more complicated IMHO. The 2 links below show examples of observable color changes resulting from using that method (there are other examples available too, of course):
http://www.red.com/learn/red-101/video- ... ubsampling
http://users.wfu.edu/matthews/misc/jpg_ ... maSub.html
flagpole wrote:So chroma subsampling:
If people don't know. You have less detail in the colour than in the bightness (chroma v luma) it makes a lot of sense with real photos because genuinely the eye is able to see less detail in the chroma than in the luma. some, many infact, digital cameras will actually use chroma subsampling on the sensor. even professional grade movie cameras.
Basically the human eye
perceives less detail in color channels than brightness channels, which is why, when viewing an image, a boundary between two colors seems to have less "impact" (for want of a better term) than one where there is a high brightness or contrast difference at a boundary. Chroma subsampling does emphasize brightness or luminance at the cost of color. But, as examples show, this can further reduce the impact of how the eye perceives a boundary between colors because it can cause some color bleeding across that boundary.
And yes, most digital cameras already employ some chroma subsampling (as well as jpeg compression), which means they are already compromising the image stored in the camera to some extent. I guess I'm just not a fan of adding to that compromise any more than necessary.

On another note about digital cameras, even without the compression algorithms they use consumer digital cameras simply cannot resolve and capture either the color or brightness of a scene as it is perceived by the human eye because they simply lack the sensors the human eye has as well as the way the human eye changes how it interprets a scene as it scans different color and brightnesses within the scene. That is what the algorithms used in the Athentech Perfectly Clear plugin try to compensate for when that software analyzes a digital image.
flagpole wrote:It's not a case of these days there is no need to use such a bandwidth saving technique. with real photos they will look better if you use some chroma subsampling and save bandwidth there that you can then use for a lower compression level. it's optimisation, it's why they include it in jpeg, if you ever do optimise a picture for whatever reason, then sometimes that process will involve some chroma subsampling as being the way to get the best picture for a given file size.
As the second link I provided indicates, it does not appear to necessarily be the case that you will get a better compressed image using a combination of chroma subsampling and lower jpg compression than you will sometimes get using no chroma subsampling and a higher jpg compression setting for the same file size. That particular example shows just the opposite to be the case. So perhaps it depends on the image? At the very least, the subject is somewhat more complicated than simply determining that chroma subsampling should necessarily be used.