Hey Jiteesha,
As far as i know yes you can take admission in Delhi University. Just go through the Foreign Students Registry Office (FSR) guidelines. There are some necessary documents you need to submit. Just go through the guidelines.
Go through the link once http://www.fsr.du.ac.in/pdf/FAQ_FSR_final_17_3.pdf
Hope it helps.
Regards
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