Content-aware media retargeting based on deep importance map



Image retargeting results with seam carving operator

In each row, from left to right:
- The original image
- Conventional seam carving result (1)
- Result using our importance map with seam carving operator
(1) S. Avidan and A. Shamir. 2007. Seam carving for content-aware image resizing. ACM Trans. Graph. 26, 3



Image retargeting results with patch-based method

In each row, from left to right:
- The original image
- Conventional patch-based result (2)
- Result using our importance map with patch-based method.
(2) S.-S. Lin, I.-C. Yeh, C.-H. Lin, and T.-Y. Lee, “Patch-Based Image Warping for Content-Aware Retargeting,” IEEE Trans. Multimedia, vol. 15, no. 2, pp. 359-368, Feb. 2013



Video retargeting results with patch-based method

In each row, from left to right:
- The original video
- Conventional patch-based result (3)
- Result using our importance map with patch-based method.
(3) S.-S. Lin, C.-H. Lin, I.-C. Yeh, S.-H. Chang, C.-K. Yeh, and T.-Y.Lee, “Content-aware video retargeting using object-preserving warping,” IEEE Trans. Vis. Comput. Graph., vol. 19, no. 10, pp. 1677–1686, Oct. 2013