You can check it out at the Metro Shoes! They have a great collection. But if you don't want something branded, there are several street side vendors that offer a great variety for pretty affordable prices.
Kamla nagar and Lajpat Nagar market are good
Try rajouri garden market, numerous shoe shops some affordable some expensive, they have all kinds.