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Supplementary Material

Semantic-Aware Generative Approach for Image Inpainting

Deepankar Chanda and Nima Khademi Kalantari

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Image Restoration

(3)

Comparison against:

• Adobe Photoshop

• EdgeConnect [1]

• DeepFillv2 [2]

(4)

Masked Image

(5)

Photoshop

(6)

EdgeConnect

(7)

DeepFillv2

(8)

Ours

(9)

Masked Image

(10)

Photoshop

(11)

EdgeConnect

(12)

DeepFillv2

(13)

Ours

(14)

Masked Image

(15)

Photoshop

(16)

EdgeConnect

(17)

DeepFillv2

(18)

Ours

(19)

Masked Image

(20)

Photoshop

(21)

EdgeConnect

(22)

DeepFillv2

(23)

Ours

(24)

Masked Image

(25)

Photoshop

(26)

EdgeConnect

(27)

DeepFillv2

(28)

Ours

(29)

Masked Image

(30)

Photoshop

(31)

EdgeConnect

(32)

DeepFillv2

(33)

Ours

(34)

Comparison against:

• ProFill [3]

(35)

Masked Image

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Profill

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Ours

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Masked Image

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ProFill

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Ours

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Masked Image

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ProFill

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Ours

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Object Removal

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Comparison against:

• Adobe Photoshop

• EdgeConnect [1]

• DeepFillv2 [2]

(46)

Input Image

(47)

Masked Image

(48)

Photoshop

(49)

EdgeConnect

(50)

DeepFillv2

(51)

Ours

(52)

Input Image

(53)

Masked Image

(54)

Photoshop

(55)

EdgeConnect

(56)

DeepFillv2

(57)

Ours

(58)

Input Image

(59)

Masked Image

(60)

Photoshop

(61)

EdgeConnect

(62)

DeepFillv2

(63)

Ours

(64)

Input Image

(65)

Masked Image

(66)

Photoshop

(67)

EdgeConnect

(68)

DeepFillv2

(69)

Ours

(70)

Input Image

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Masked Image

(72)

Photoshop

(73)

EdgeConnect

(74)

DeepFillv2

(75)

Ours

(76)

Generalization to

Other Data

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Input Image

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Masked Image

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Ours

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Input Image

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Masked Image

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Ours

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Input Image

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Masked Image

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Ours

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Input Image

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Masked Image

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Ours

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Input Image

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Masked Image

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Ours

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Input Image

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Masked Image

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Ours

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Image Restoration

(Additional)

(96)

Comparison against:

• Adobe Photoshop

• EdgeConnect [1]

• DeepFillv2 [2]

(97)

Masked Image

(98)

Photoshop

(99)

EdgeConnect

(100)

DeepFillv2

(101)

Ours

(102)

Masked Image

(103)

Photoshop

(104)

EdgeConnect

(105)

DeepFillv2

(106)

Ours

(107)

Masked Image

(108)

Photoshop

(109)

EdgeConnect

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DeepFillv2

(111)

Ours

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Masked Image

(113)

Photoshop

(114)

EdgeConnect

(115)

DeepFillv2

(116)

Ours

(117)

Masked Image

(118)

Photoshop

(119)

EdgeConnect

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DeepFillv2

(121)

Ours

(122)

Masked Image

(123)

Photoshop

(124)

EdgeConnect

(125)

DeepFillv2

(126)

Ours

(127)

Masked Image

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Photoshop

(129)

EdgeConnect

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DeepFillv2

(131)

Ours

(132)

Masked Image

(133)

Photoshop

(134)

EdgeConnect

(135)

DeepFillv2

(136)

Ours

(137)

Masked Image

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Photoshop

(139)

EdgeConnect

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DeepFillv2

(141)

Ours

(142)

Masked Image

(143)

Photoshop

(144)

EdgeConnect

(145)

DeepFillv2

(146)

Ours

(147)

Masked Image

(148)

Photoshop

(149)

EdgeConnect

(150)

DeepFillv2

(151)

Ours

(152)

Masked Image

(153)

Photoshop

(154)

EdgeConnect

(155)

DeepFillv2

(156)

Ours

(157)

Masked Image

(158)

Photoshop

(159)

EdgeConnect

(160)

DeepFillv2

(161)

Ours

(162)

Masked Image

(163)

Photoshop

(164)

EdgeConnect

(165)

DeepFillv2

(166)

Ours

(167)

Masked Image

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Photoshop

(169)

EdgeConnect

(170)

DeepFillv2

(171)

Ours

(172)

Masked Image

(173)

Photoshop

(174)

EdgeConnect

(175)

DeepFillv2

(176)

Ours

(177)

Masked Image

(178)

Photoshop

(179)

EdgeConnect

(180)

DeepFillv2

(181)

Ours

(182)

Masked Image

(183)

Photoshop

(184)

EdgeConnect

(185)

DeepFillv2

(186)

Ours

(187)

Masked Image

(188)

Photoshop

(189)

EdgeConnect

(190)

DeepFillv2

(191)

Ours

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Masked Image

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Photoshop

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EdgeConnect

(195)

DeepFillv2

(196)

Ours

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Masked Image

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Photoshop

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EdgeConnect

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DeepFillv2

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1 Department of Arctic and Marine Biology, Faculty of BioSciences, Fisheries and Economics, University of Tromsø, 9037 Tromsø, Norway.. 2 Institute of Marine Research, PO Box 6404,

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