If I want to copy a part of one photo and join it with a section of another photo, is this still infringing on copyright?

Basically, yes. Even though it could be argued that once the two have joined it is now an ‘original’ design. I think there would be very little satisfaction from depending on other people’s designs, rather than creating your own.