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Feature-Aware Mesh for Image Retargeting

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The original images and the results except ours are downloaded from the website that accompanies the paper "A Comparative Study of Image Retargeting", http://people.csail.mit.edu/mrub/retargetme/dataset/dataset.html.

1.

Retargeting operators are listed in the following table. For each image, N/A indicates that a result of the corresponding operator was not available for that image. This might happen for two reasons: (a) The method's authors did not send the result on that image, or (b) CR is inapplicable to image enlargement (although letterboxing can be used for this effect).

2.

Cropping CR Manually choosing the best window of the target size from the original image Streaming Video SV A System for Retargeting of Streaming Video - Krähenbühl et al. 2009

[paper]

Mutli-operator MULTIOP Multi-operator Media Retargeting - Rubinstein et al. 2009 [paper] [website]

Seam Carving SC Improved Seam Carving for Video Retargeting - Rubinstein et al. 2008 [paper] [website] [code]

Scaling SCL non-uniform scaling with bi-cubic interpolation Shift-maps SM Shift-Map Image Editing - Pritch et al. 2009

[paper] [website]

Scale-and-Stretch SNS Optimized Scale-and-Stretch for Image Resizing - Wang et al. 2008 [paper] [website]

Nonhomogeneous

warping WARP Non-homogeneous Content-driven Video-retargeting. Wolf et al. 2007 [paper] [website]

Source CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

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

[4]Canalhouse (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[6]DKNYgirl (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

(2)

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

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

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

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

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

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

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

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

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

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

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

(3)

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

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

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

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

[29]bicycle1 (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[30]bicycle2 (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

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

(4)

[35]butterfly2 (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[37]butterfly (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

[40]car (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[41]car (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[42]cat (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[43]child (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[44]colosseum (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

(5)

[47]family (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[48]family (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[49]fish (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[50]fish (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

[53]getty (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[54]girls (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

[56]greek_wine (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[57]house (0.75height) CR SV MULTIOP SC SCL SM SNS WARP Ours

(6)

N/A

[58]housefence (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[59]islands (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

[63]mnm (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

[64]mochizuki (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[65]mochizuki (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

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

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

(7)

[71]painting2 (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A N/A

[72]painting2 (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

[74]penguins (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A N/A

[75]pigeons (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[76]soccer (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[77]stair (0.50height) CR SV MULTIOP SC SCL SM SNS WARP Ours

[78]surfer (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[79]surfer (1.25width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

(8)

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

[84]trees (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A

[85]twobirds (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

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

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

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

[89]wedding (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A N/A

[90]bells (0.75width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A N/A

[91]boat (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

N/A N/A

[92]ski (0.50width) CR SV MULTIOP SC SCL SM SNS WARP Ours

Referanser

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