Lost pictures due to memery card was not formatted

I lost my pictures and movies because the 16GB Extreme SDHC  memory card on my Canon digital camera  was not formatted before it was used. When I then formatted the memory card with the digital camera, I lost all the pictures and Movie. Can I find a way to recover the lose pictures and movie?