Ghost imaging (GI) is a technique to retrieve images by correlating intensity fluctuations. In this Letter, we present novel scheme for GI referred as second-order cumulants (SCGI). The image retrieved from fluctuation information, and resolution may be enhanced compared traditional GI. We experimentally performed SCGI reconstruction, the results are in agreement with theoretical predictions.