In memory of means to honor someone who has died. It is the correct answer because this expression is used figuratively to describe showing respect for a person who is no longer alive.

Examples:

• They planted a tree in memory of their teacher.
• The hall was named in memory of a famous writer.
• A prize was created in memory of the brave student.