Detecting DAPI in a heterogeneous image set



I am having trouble finding a set of modules and parameters to accurately count DAPI signals in my image set. The main problem is it is an automatically acquired high-content set of images, and so the individual images are extremely heterogeneous in terms of number of cells and background, making thresholding without compromising counts very difficult. Has anyone used a similar image set and had success?