If you're asking if that's what he did, then yes. He was fascinated with the body in motion, and wanted to experiment with Muybridge to make chronophotographs of men jumping and running.
Frida Kahlo and Pablo Picasso are sometimes included on this list but they never officially joined the Surrealist group. Each artist sought his or her own means of self-exploration.
