Yes, guinea pigs are known to recognize their owners. They have good memory retention and can differentiate between their owners and other people. Guinea pigs often show signs of recognition by becoming more comfortable, squeaking with excitement, or approaching their owners when they see them. Bonding with your guinea pig through consistent interaction and care can help strengthen this recognition.