I found that Urithe Uri constructor flips '' into '/'. So you can also use Path.CombinePath.Combine, with Uri ctrthe Uri constructor.
Uri baseUri = new Uri("http://MyUrl.com");
string path = Path.Combine("Images", "Image.jpg");
Uri myUri = new Uri(baseUri , path);