So what I need to do is measuring a foot length from an image taken by an ordinary user. That image will contain a foot with a black sock wearing, a coin (or other known size o
Antonio Criminisi likely wrote the last word on this subject years ago. See his "Single View Metrology" paper , and his PhD thesis if you have time.