How do reduce memory consumption when working with large images

I convert different large images to A4 PDF with .NET application. I noticed that If I resize the image, to A4 format, before the conversion, the memory consumption is significantly reduced. Are there any suggestion how to prepare the image for best performance and lowest memory consumption? What image format you suggest? Jpeg? Png? Is it better to compress them or not?

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@pawelfp
We have opened the following new ticket(s) in our internal issue tracking system (we’ll investigate if memory consumption could be reduced for such a conversion process) and will deliver their fixes according to the terms mentioned in Free Support Policies.

Issue ID(s): CONVERSIONNET-5869

You can obtain Paid Support Services if you need support on a priority basis, along with the direct access to our Paid Support management team.