Capitalization: Seasons When Used In A Title
As with any other noun, a season should be capitalized when used in a title, even if it’s being used in a general sense.
Have you read The Winter of our Discontent?
Shall we go see that new play, Autumn?
For more examples, see Days of the Week, Months of the Year, and Holidays.