Journal of Optoelectronics · Laser, Volume. 33, Issue 4, 393(2022)
Research on crack image inpainting method based on progressive feature reasoning
[1] [1] DAI T,CAI J,ZHANG Y,et al.Second-order attention network for single image super-resolution[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 15-20,2019,Long Beach,CA,USA.New York: IEEE,2019:11065-11074.
[2] [2] SONG L,JIE C,SONG L,et al.Geometry-aware face completion and editing[EB/OL]. (2019-02-13) [2021-07-25]. https://arxiv.org/abs/1809.029672018.
[3] [3] SAJJADI M S M,SCHOLKOPF B,HIRSCH M.Enhancenet: single image super-resolution through automated texture synthesis[C]//IEEE International Conference on Computer Vision,October 22-29,2017,Venice,Italy.New York:IEEE,2017:4491-4500.
[5] [5] BARNES C,SHECHTMAN E,FINKELSTEIN A,et al.PatchMatch: a randomized correspondence algorithm for structural image editing[J].ACM Transactions on Graphics,2009,28(3):24:1-24:11.
[6] [6] ZHANG Y,TIAN Y,KONG Y,et al.Residual dense network for image super-resolution[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 18-23,2018,Salt Lake City,UT,USA. New York: IEEE,2018:2472-2481.
[7] [7] KHLER R,SCHULER C,SCHLKOPF B,et al.Mask-specific inpainting with deep neural networks[C]//German Conference on Pattern Recognition,September 2-5,2014,Munster,Germany.Berlin:Springer,2014:523-534.
[8] [8] XIE C,LIU S,LI C,et al.Image inpainting with learnable bidirectional attention maps[C]//IEEE/CVF International Conference on Computer Vision,October 27-28,2019,Seoul, Korea (South).New York:IEEE, 2019:8858-8867.
[9] [9] GOODFELLOW I J,POUGET-ABADIE J,MIRZA M,et al.Generative adversarial networks[J].Advances in Neural Information Processing Systems,2014,3:2672-2680.
[10] [10] WANG X, YU K, WU S, et al. ESRGAN:enhanced super-resolution generative adversarial networks[C]//European Conference on Computer Vision,September 8-14,2018,Munich,Germany.Berlin:Springer, 2018.
[11] [11] YANG C,LU X,LIN Z,et al.High-resolution image inpainting using multi-scale neural patch synthesis[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,Hawaii,USA.New York:IEEE,2017:6721-6729.
[12] [12] TANG X,DU Y,LIU Y,et al.Image recognition with conditional deep convolutional generative adversarial networks[J].Acta Automatica Sinica,2018,44(5):855-864.
[13] [13] YU J,LIN Z,YANG J,et al.Generative image inpainting with contextual attention[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 18-23,2018,Salt Lake City,UT,USA.New York: IEEE,2018:5505-5514.
[14] [14] IIZUKA S,SIMO-SERRA E,ISHIKAWA H.Globally and locally consistent image completion[J].ACM Transactions on Graphics (TOG),2017,36(4):107.
[15] [15] LI Y,LIU S,YANG J,et al. Generative face completion[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,Hawaii,USA.New York:IEEE,2017:3911-3919.
[16] [16] YEH R,CHEN C,LIM T Y,et al.Semantic image inpainting with perceptual and contextual losses[EB/OL]. (2016-07-26) [2021-07-25]. https://arxiv.org/abs/1607.07539.
[17] [17] GUO Z,CHEN Z,YU T,et al.Progressive image inpainting with full-resolution residual network[C]//27th ACM International Conference on Multimedia,October 11-25,2019,New York,NY,USA.New York: ACM,2019:2496-2504.
[18] [18] ZHANG H,HU Z,LUO C,et al.Semantic image inpainting with progressive generative networks[C]//26th ACM international conference on Multimedia,October 22-26,2018,Seoul,Korea (South).New York: ACM,2018:1939-1947.
[19] [19] XIONG W,YU J,LIN Z,et al.Foreground-aware image inpainting[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 15-20,2019,Long Beach,CA,USA.New York:IEEE,2019: 5840-5848.
[20] [20] NAZERI K,NG E,JOSEPH T,et al.Edgeconnect:structure guided image inpainting using edge prediction[C]//IEEE/CVF International Conference on Computer Vision,October 27-28,2019,Seoul,Korea (South).New York:IEEE,2019.
[21] [21] CRIMINISI A,PEREZ P,TOYAMA K.Object removal by exemplar-based inpainting[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 16-22,2003,Madison,Wisconsin,USA.New York:IEEE,2003.
[22] [22] YANG C,LU X,LIN Z,et al.High-resolution image inpainting using multi-scale neural patch synthesis[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,Hawaii,USA.New York:IEEE,2017:6721-6729.
[23] [23] LIU G,REDA F A,SHIH K J,et al.Image inpainting for irregular holes using partial convolutions[C]//European Conference on Computer Vision,September 8-14,2018,Munich,Germany.Berlin:Springer,2018.
[24] [24] YU J,LIN Z,YANG J,et al.Free-form image inpainting with gated convolution[C]//IEEE/CVF International Conference on Computer Vision,October 27-28,2019,Seoul,Korea (South).New York:IEEE,2019:4471-4480.
[25] [25] LI K,WEI Y,YANG Z,et al.Image inpainting algorithm based on TV model and evolutionary algorithm[J]. Soft Computing, 2016,20(3):885-893.
[26] [26] LI J,WANG N,ZHANG L,et al.Recurrent feature reasoning for image inpainting[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 14-19,2020,Seattle,WA,USA.New York: IEEE,2020:7760-7768.
[27] [27] DROZDZAL M,VORONTSOV E,CHARTRAND G,et al.The importance of skip connections in biomedical image segmentation[M]//Deep learning and data labeling for medical applications.Berlin:Springer, Cham,2016:179-187.
[28] [28] SIMONYAN K,ZISSERMAN A.Very deep convolutional networks for large-scale image recognition[EB/OL].(2014-09-04) [2021-07-25].https://arxiv.org/abs/1409.1556.
Get Citation
Copy Citation Text
LI Liangfu, LI Guangyao, WANG Nan, ZHANG Xi. Research on crack image inpainting method based on progressive feature reasoning[J]. Journal of Optoelectronics · Laser, 2022, 33(4): 393
Received: Jul. 25, 2021
Accepted: --
Published Online: Oct. 9, 2024
The Author Email: LI Liangfu (longford@xjtu.edu.cn)