Walking very fast around tourist destinations, driven by FOMO. The person with the high knees is virtually running in an attempt to see every attraction and experience the destination to its fullest.
Other variations include the Singapore Shuffle and Tokyo tap dance.
I’m glad Dad was wearing his yellow cap. He went “Hong Kong high knees” as soon as he got out of the subway at Kowloon and we almost lost him.