Optics and Precision Engineering, Volume. 29, Issue 10, 2481(2021)
Fine restoration of incomplete image with external features and image features
[1] [1] 1李志丹, 苟慧玲, 程吉祥, 等. 结合梯度特征与色彩一致性的图像修复[J]. 光学 精密工程, 2019, 27(1): 251-259. doi: 10.3788/ope.20192701.0251LIZH D, GOUH L, CHENGJ X, et al. Image inpainting using gradient features and color consistency[J]. Opt. Precision Eng., 2019, 27(1): 251-259. (in Chinese). doi: 10.3788/ope.20192701.0251
[2] V V V, A S R, I M V et al. Video inpainting of complex scenes based on local statistical model[J]. Electronic Imaging, 1-6(2016).
[3] YAN Z Y, LI X M, LI M et al[M]. Shift-net: Image Inpainting Via Deep Feature Rearrangement, 3-19(2018).
[4] XIONG W, YU J H, LIN Z et al. Foreground-aware image inpainting[C], 5833-5841(2019).
[5] [5] 5NAZERIK, NG E, JOSEPHT, et al. EdgeConnect: generative image inpainting with adversarial edge learning[EB/OL]. 2019: arXiv: 1901. doi: 10.1299/transjsme.18-0021200212[cs.CV]. https://arxiv.org/abs/1901.00212. doi: 10.1299/transjsme.18-00212
[6] EFROS A A, LEUNG T K. Texture synthesis by non-parametric sampling[C], 1033-1038(1999).
[7] BERTALMIO M, VESE L, SAPIRO G et al. Simultaneous structure and texture image inpainting[J]. IEEE Transactions on Image Processing, 12, 882-889(2003).
[8] CRIMINISI A, PEREZ P, TOYAMA K. Region filling and object removal by exemplar-based image inpainting[J]. IEEE Transactions on Image Processing, 13, 1200-1212(2004).
[9] LE MEUR O, GAUTIER J, GUILLEMOT C. Examplar-based inpainting based on local geometry[C], 3401-3404(2011).
[10] [10] 10金炜, 王文龙, 符冉迪, 等. 联合块匹配与稀疏表示的卫星云图修复[J]. 光学 精密工程, 2014, 22(7): 1886-1895. doi: 10.3788/OPE.20142207.1886JINW, WANGW L, FUR D, et al. Satellite cloud image inpainting based on patch matching and sparse representation[J]. Opt. Precision Eng., 2014, 22(7): 1886-1895. (in Chinese). doi: 10.3788/OPE.20142207.1886
[11] CHAN T F, SHEN J H. Nontexture inpainting by curvature-driven diffusions[J]. Journal of Visual Communication and Image Representation, 12, 436-449(2001).
[12] CHAN T F, SHEN J H, VESE L. Variational PDE models in image processing[report](2002).
[13] [13] 13朱为, 李国辉. 基于自动结构延伸的图像修补方法[J]. 自动化学报, 2009, 35(8): 1041-1047. doi: 10.3724/SP.J.1004.2009.01041ZHUW, LIG H. Image completion based on automatic structure propagation[J]. Acta Automatica Sinica, 2009, 35(8): 1041-1047. (in Chinese). doi: 10.3724/SP.J.1004.2009.01041
[14] [14] 14李志丹, 苟慧玲, 程吉祥, 等. 结合梯度特征与色彩一致性的图像修复[J]. 光学 精密工程, 2019, 27(1): 251-259. doi: 10.3788/ope.20192701.0251LIZH D, GOUH L, CHENGJ X, et al. Image inpainting using gradient features and color consistency[J]. Opt. Precision Eng., 2019, 27(1): 251-259. (in Chinese). doi: 10.3788/ope.20192701.0251
[15] IIZUKA S, SIMO-SERRA E, ISHIKAWA H. Globally and locally consistent image completion[J]. ACM Transactions on Graphics, 36, 1-14(2017).
[16] DEKEL T, GAN C, KRISHNAN D et al. Sparse, smart contours to represent and edit images[C], 3511-3520(2018).
[17] GOODFELLOW J, POUGET-ABADIE J, MIRZA M et al. Generative adversarial nets[C], 2672-2680(2014).
[18] GU J X, ZHAO H D, LIN Z et al. Scene graph generation with external knowledge and image reconstruction[C], 1969-1978(2019).
[19] SAINBAYAR S, SZLAM A, JASON W et al. End-To-End memory networks[C], 2440-2448(2017).
[20] CAIMING X, STEPHEN M, RICHARD S et al. Dynamic memory networks for visual and textual question answering[C], 2397-2406(2016).
[21] ZHENG C X, CHAM T J, CAI J F. Pluralistic image completion[C], 1438-1447(2019).
[22] LIU H Y, JIANG B, XIAO Y et al. Coherent semantic attention for image inpainting[C], 4169-4178(2019).
[23] YU J H, LIN Z, YANG J M et al. Generative image inpainting with contextual attention[C], 5505-5514(2018).
[24] WU Q, SHEN C H, WANG P et al. Image captioning and visual question answering based on attributes and external knowledge[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 1367-1381(2018).
[25] KUMAR A, IRSOY O, ONDRUSKA P et al. Ask me anything: dynamic memory networks for natural language processing[C], 2068-2078(2015).
[26] BARNES C E, SHECHTMAN A, GOLDMAN D B et al. Patchmatch: a randomized correspondence algorithm forstructural image editing[J]. Transactions on Graphics, 28, 1-11(2009).
[27] PATHAK D, KRÄHENBÜHL P, DONAHUE J et al. Context encoders: feature learning by inpainting[C], 2536-2544(2016).
[28] YANG C, LU X, LIN Z et al. High-resolution image inpainting using multi-scale neural patch synthesis[C], 4076-4084(2017).
[29] RUSSAKOVSKY O, DENG J, SU H et al. ImageNet large scale visual recognition challenge[J]. International Journal of Computer Vision, 115, 211-252(2015).
[30] KAMALYAN A G, SIMONYAN V V. On the number of solutions of a certain type of one-dimensional pseudodifferential equations in the Sobolev-Slobedetski space[J]. Journal of Shellfish Research, 21, 201-210(2002).
[31] LIU Z W, LUO P, WANG X G et al. Deep learning face attributes in the wild[C], 3730-3738(2015).
[32] LIU R S, FAN X, ZHU M et al. Real-world underwater enhancement: challenges, benchmarks, and solutions under natural light[J]. IEEE Transactions on Circuits and Systems for Video Technology, 30, 4861-4875(2020).
[33] WANG Y J, LI J H, LU Y et al. Image quality evaluation based on image weighted separating block peak signal to noise ratio[C], 994-997(2003).
[34] TUNCEL E, FERHATOSMANOGLU H, ROSE K. VQ-index: an index structure for similarity searching in multimedia databases[C], 1, 543-552(2002).
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Tao XU, Ji-yong ZHOU, Guo-liang ZHANG, Lei CAI. Fine restoration of incomplete image with external features and image features[J]. Optics and Precision Engineering, 2021, 29(10): 2481
Category: Information Sciences
Received: Mar. 25, 2021
Accepted: --
Published Online: Nov. 23, 2021
The Author Email: Tao XU (xutao@hist.edu.cn)