No, you cannot claim your parents in India. In order to claim a dependent who does not live with you, they have to be a U.S. Citizen, resident alien, national, or resident of Canada or Mexico.
See below:
https://ttlc.intuit.com/questions/3113432-who-can-i-claim-as-my-dependent
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