Images and Retargeting Results

The source images and the results of previous methods were taken from the RetargetMe Benchmark. Click on any image to view the full-resolution version.

Legend:

CR	Manually chosen cropping windows
SV	KRAHENBUHL, P., LANG, M., HORNUNG, A., AND GROSS, M. 2009. A system for retargeting of streaming video. ACM TOG 28, 5.
MULTIOP	RUBINSTEIN, M., SHAMIR, A., AND AVIDAN, S. 2009. Multi- operator media retargeting. ACM Trans. Graph. 28, 3.
SC	RUBINSTEIN, M., SHAMIR, A., AND AVIDAN, S. 2008. Improved seam carving for video retargeting. ACM TOG 27, 3
SCL	Simple homogeneous scaling operator
SM	PRITCH, Y., KAV-VENAKI, E., AND PELEG, S. 2009. Shift-map image editing. In Proceedings of ICCV, 151–158
SNS	WANG, Y.-S., TAI, C.-L., SORKINE, O., AND LEE, T.-Y. 2008. Optimized scale-and-stretch for image resizing. ACM TOG 27, 5.
WARP	WOLF, L., GUTTMANN, M., AND COHEN-OR, D. 2007. Non-homogeneous content-driven video-retargeting. In Proceedings of ICCV 2007.
QP	KARNI, Z., FREEDMAN, D., AND GOTSMAN, C. 2009. Energy-based image deformation. Comput. Graph. Forum 28, 5, 1257-1268.
AAIR	PANOZZO, D., WEBER, O., AND SORKINE, O. 2012. Robust Interactive Image Retargeting via Axis-Aligned Deformation. Comput. Graph. Forum 31, 2, 229-236.
OURS	GRAF, D., PANOZZO, D., AND SORKINE, O. 2013. Mobile Image Retargeting (Bachelor Thesis)

Source	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[1]ArtRoom (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[2]BedRoom (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[36]butterfly (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[3]Brasserie_L_Aficion (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[4]Canalhouse (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
									N/A
[6]DKNYgirl (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[8]Deck (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[10]Fatem (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[11]Heavenly (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[12]JapenessHouse (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[13]Johanneskirche (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[14]LakeVillage (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[15]Lotus (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[17]Marblehead_Mass (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[18]Perissa_Santorini (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[19]Sanfrancisco (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[20]SetAngle (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[23]Tempura (0.50height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[24]Uelzecht (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[25]Umdan (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[26]Unazukin (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[27]Woman (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[28]battleship (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[29]bicycle1 (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
									N/A
[30]bicycle2 (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[31]bike (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[32]blueman (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[33]brick_house (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[34]buddha (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[35]butterfly2 (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A
[37]butterfly (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[38]car1 (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[39]car2 (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[40]car (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A								N/A
[41]car (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
			N/A
[42]cat (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[43]child (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
							N/A
[44]colosseum (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[45]eagle (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[46]face (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[47]family (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A								N/A
[48]family (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[49]fish (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
									N/A
[50]fish (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[51]fishing (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[52]foliage (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[53]getty (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
									N/A
[54]girls (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[55]glasses (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[56]greek_wine (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
						N/A
[57]house (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
							N/A
[58]housefence (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A
[59]islands (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[60]jon (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[61]kids (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[62]manga (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[63]mnm (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
									N/A
[64]mochizuki (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A
[65]mochizuki (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[66]money (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[67]obama (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[68]orchid (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[69]osaka (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[70]painting1 (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[71]painting2 (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A		N/A						N/A
[72]painting2 (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[73]pencils (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[74]penguins (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
				N/A			N/A
[75]pigeons (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A
[76]soccer (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
						N/A
[77]stair (0.50height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[78]surfer (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
	N/A								N/A
[79]surfer (1.25width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[80]surfers (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[81]tajmahal (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[82]tiger (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[83]tower (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[84]trees (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
							N/A
[85]twobirds (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[86]venice (0.75height)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[87]volleyball (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[88]waterfall (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

[89]wedding (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
						N/A	N/A
[90]bells (0.75width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
						N/A	N/A
[91]boat (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS
						N/A	N/A
[92]ski (0.50width)	CR	SV	MULTIOP	SC	SCL	SM	SNS	WARP	QP	AAIR	OURS

Images and Retargeting Results

Source

CR

SV

MULTIOP

SC

SCL

SM

SNS

WARP

QP

AAIR

OURS