Found it myself. You need to get the properties of the parent report, which is the original crystal report.
So first select the parent SI_ID:
getParameters(infoObject.ParentID.ToString());
Here is the procedure to get the params:
private string getParameters(string objectID)
{
string query = "Select * FROM CI_INFOOBJECTS WHERE SI_ID = " + objectID;
string result = "";
InfoObjects infoObjects = infoStore.Query(query);
Report report = (Report)infoObjects[1];
ReportParameters reportParameters = report.ReportParameters;
for (int i = 1; i <= reportParameters.Count; i++)
{
ReportParameter reportParameter = reportParameters[i];
result += reportParameter.ValueDisplayString;
}
return result;
}