Yes, trainers (not the shoes) is a good idea.

I take longer walks with the dog in the winter and, because I don't yet have a winter bike, I walk to and from work as much as I can, averaging about 4-5 walks/wk (about 4km each walk, 2.5mi). I haven't checked my weight but my pants seem to fit about the same.