Gestures have different meanings in Japanese culture compared to other cultures due to differences in language and traditions. Some common Japanese gestures include pointing at one's nose to refer to oneself, making a zero with the arms to indicate being okay, using hand shapes to symbolize eating with chopsticks or drinking sake, and placing a finger on either side of the head like a bull to show anger. Understanding these cultural gestures can help communicate without using words when in Japan.