Pixel/compression trade off

Picture qulaity appears to be a trade off between the number of pixels you have & the amount of compression that is applied when saving a JPEG .
Is there any gide or rule of thumb that you can provide that will tell which is best for your needs?   For instance will a 10MP picture with high commpression be than an 8MP picture with low compression?  What about 6MB etc?  Is there a chart?
Any comments will be apprecieated.

The Old Fart wrote:
Picture qulaity appears to be a trade off between the number of pixels you have & the amount of compression that is applied when saving a JPEG .
Is there any gide or rule of thumb that you can provide that will tell which is best for your needs?   For instance will a 10MP picture with high commpression be than an 8MP picture with low compression?  What about 6MB etc?  Is there a chart?
Any comments will be apprecieated.
I'll add a few personal thoughts to the advice already given.
- First, nearly all digital cameras use Bayer pattern sensors : there are theoretical reasons you can downsize to about 70% without losing significant detail...
- In many cases, you know the kind of output you want for a particular purpose : printing 4' x 6' or A4 format, displaying on high res displays (1900 x 1080 px) or saving for web (800 x 600 pix for instance). Then the first thing you can do before thinking about jpeg compression is to downsize to the adequate printing size. It's generally good enough not to output to more than 300 dpi or downsizing to the pixel dimension needed for display.
- There are several downisizing method : you might prefer bicubic or bicubic sharper. Some prefer more advanced method (Lanczos, available in Faststone Photo Resizer)
Now for jpeg compression :
- The level of detail depends very much on the noise level : you are losing details with noise anyway, so the denoising will be a compromise between detail and noise, and that will be important for the jpeg file size.
- The final size of an image depends highly on the level of detail of the scene and on the noise as stated above. For the same pixel dimensions, your file size may vary from 50% to 100% depending on detail and colors. If your purpose is to save with important compression, 'save for web' is your friend. If you only want to print without visible quality loss, use higher compression settings : for instance try the difference between 12 and 10 : you might gain 50% size without visible quality loss.

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