A combination of edge information and visual saliency can preserve the image content better.
Gradient that apply pixel difference in single direction shows better result than in both for image retargeting.
Deleting seams in one direction and duplicating seams in the other can change the aspect ratio even more while preserving the content.
Combining seam carving and scaling can achieves better performance than single discrete or continuous operator.