Amnesiac artist stays with family in desert

As a freshman in college (2009-2010) I remember watching a movie during an art club meeting. It was about a man with amnesia who is taken in by a family living out in the desert. I remember they had a pre/teenage daughter and the artist had an unrequited crush on the mom. He painted a long, thin, blue painting that wrapped around the inside of a shack? And it had a water theme to it, like it was supposed to represent the ocean. Hopefully someone can help me with the title! Thanks

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