Fetching the paper…
Reading the bibliography…
Video colorization is a challenging and highly ill-posed problem.
T. Welsh, M. Ashikhmin, and K. Mueller, “Transferring color to greyscale images,” in Proceedings of the 29th annual conference on Computer graphics and interactive techniques , 2002, pp. 277–280
2002
Earlier work this paper cites.
D. Hasler and S. E. Suesstrunk, “Measuring colorfulness in natural images,” in Human Vision and Electronic Imaging VIII , B. E. Rogowitz and T. N. Pappas, Eds., vol. 5007, International Society for Optics and Photonics. SPIE, 2003, pp. 87 – 95. [Online]. Available: https://doi.org/10.1117/12.477378
2003
Earlier work this paper cites.
A. Levin, D. Lischinski, and Y. Weiss, “Colorization using optimization,” in ACM SIGGRAPH 2004 Papers , 2004, pp. 689–694
2004
Earlier work this paper cites.
Y. Qu, T.-T. Wong, and P.-A. Heng, “Manga colorization,” ACM Transactions on Graphics (TOG) , vol. 25, no. 3, pp. 1214–1220, 2006
2006
Earlier work this paper cites.
Q. Luan, F. Wen, D. Cohen-Or, L. Liang, Y.-Q. Xu, and H.-Y. Shum, “Natural image colorization,” in Proceedings of the 18th Eurographics conference on Rendering Techniques , 2007, pp. 309–320
2007
Earlier work this paper cites.
X. Liu, L. Wan, Y. Qu, T.-T. Wong, S. Lin, C.-S. Leung, and P.-A. Heng, “Intrinsic colorization,” in ACM SIGGRAPH Asia 2008 papers , 2008, pp. 1–9
2008
Earlier work this paper cites.
X. Chen, D. Zou, Q. Zhao, and P. Tan, “Manifold preserving edit propagation,” ACM Transactions on Graphics (TOG) , vol. 31, no. 6, pp. 1–7, 2012
2012
Earlier work this paper cites.
R. K. Gupta, A. Y.-S. Chia, D. Rajan, E. S. Ng, and H. Zhiyong, “Image colorization using similar images,” in Proceedings of the 20th ACM international conference on Multimedia , 2012, pp. 369–378
2012
Earlier work this paper cites.
B. Sheng, H. Sun, M. Magnor, and P. Li, “Video colorization using parallel optimization in feature space,” IEEE Transactions on Circuits and Systems for Video Technology , vol. 24, no. 3, pp. 407–417, 2013
2013
Earlier work this paper cites.
2014
Earlier work this paper cites.
S. Ren, K. He, R. Girshick, and J. Sun, “Faster r-cnn: Towards real-time object detection with region proposal networks,” in Advances in neural information processing systems , 2015, pp. 91–99
2015
Earlier work this paper cites.
Z. Cheng, Q. Yang, and B. Sheng, “Deep colorization,” in Proceedings of the IEEE International Conference on Computer Vision , 2015, pp. 415–423
2015
Earlier work this paper cites.
N. Bonneel, J. Tompkin, K. Sunkavalli, D. Sun, S. Paris, and H. Pfister, “Blind video temporal consistency,” ACM Transactions on Graphics (TOG) , vol. 34, no. 6, pp. 1–9, 2015
2015
Earlier work this paper cites.
2015
Earlier work this paper cites.
J. Redmon, S. Divvala, R. Girshick, and A. Farhadi, “You only look once: Unified, real-time object detection,” in Proceedings of the IEEE conference on computer vision and pattern recognition , 2016, pp. 779–788
2016
Earlier work this paper cites.
R. Zhang, P. Isola, and A. A. Efros, “Colorful image colorization,” in European conference on computer vision . Springer, 2016, pp. 649–666
2016
Earlier work this paper cites.
S. Iizuka, E. Simo-Serra, and H. Ishikawa, “Let there be color! joint end-to-end learning of global and local image priors for automatic image colorization with simultaneous classification,” ACM Transactions on Graphics (ToG) , vol. 35, no. 4, pp. 1–11, 2016
2016
Cited alongside, same era.
S. Paul, S. Bhattacharya, and S. Gupta, “Spatiotemporal colorization of video using 3d steerable pyramids,” IEEE Transactions on Circuits and Systems for Video Technology , vol. 27, no. 8, pp. 1605–1619, 2016
2016
Cited alongside, same era.
G. Larsson, M. Maire, and G. Shakhnarovich, “Learning representations for automatic colorization,” in European conference on computer vision . Springer, 2016, pp. 577–593
2016
Cited alongside, same era.
M. Ruder, A. Dosovitskiy, and T. Brox, “Artistic style transfer for videos,” in German Conference on Pattern Recognition . Springer, 2016, pp. 26–36
2016
Cited alongside, same era.
C. Lei and Q. Chen, “Fully automatic video colorization with self-regularization and diversity,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2019, pp. 3753–3761
2019
Later among the works it cites.
B. Zhang, M. He, J. Liao, P. V. Sander, L. Yuan, A. Bermak, and D. Chen, “Deep exemplar-based video colorization,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2019, pp. 8052–8061
2019
Later among the works it cites.
G. Eilertsen, R. K. Mantiuk, and J. Unger, “Single-frame regularization for temporally stable cnns,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2019, pp. 11 176–11 185
2019
Later among the works it cites.
T. Xue, B. Chen, J. Wu, D. Wei, and W. T. Freeman, “Video enhancement with task-oriented flow,” International Journal of Computer Vision , vol. 127, no. 8, pp. 1106–1125, 2019
2019
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
J. Johnson, A. Alahi, and L. Fei-Fei, “Perceptual losses for real-time style transfer and super-resolution,” in European conference on computer vision . Springer, 2016, pp. 694–711
2016
Cited alongside, same era.
F. Perazzi, J. Pont-Tuset, B. McWilliams, L. Van Gool, M. Gross, and A. Sorkine-Hornung, “A benchmark dataset and evaluation methodology for video object segmentation,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2016, pp. 724–732
2016
Cited alongside, same era.
G. Larsson, M. Maire, and G. Shakhnarovich, “Colorization as a proxy task for visual understanding,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , July 2017
2017
Cited alongside, same era.
R. Zhang, J.-Y. Zhu, P. Isola, X. Geng, A. S. Lin, T. Yu, and A. A. Efros, “Real-time user-guided image colorization with learned deep priors,” ACM Transactions on Graphics (TOG) , vol. 36, no. 4, pp. 1–11, 2017
2017
Cited alongside, same era.
C.-H. Yao, C.-Y. Chang, and S.-Y. Chien, “Occlusion-aware video temporal consistency,” in Proceedings of the 25th ACM international conference on Multimedia , 2017, pp. 777–785
2017
Cited alongside, same era.
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros, “Unpaired image-to-image translation using cycle-consistent adversarial networks,” in Proceedings of the IEEE international conference on computer vision , 2017, pp. 2223–2232
2017
Cited alongside, same era.
V. Jampani, R. Gadde, and P. V. Gehler, “Video propagation networks,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2017, pp. 451–461
2017
Cited alongside, same era.
E. Ilg, N. Mayer, T. Saikia, M. Keuper, A. Dosovitskiy, and T. Brox, “Flownet 2.0: Evolution of optical flow estimation with deep networks,” in Proceedings of the IEEE conference on computer vision and pattern recognition , 2017, pp. 2462–2470
2017
Cited alongside, same era.
W. Bao, W.-S. Lai, C. Ma, X. Zhang, Z. Gao, and M.-H. Yang, “Depth-aware video frame interpolation,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2019, pp. 3703–3712
2019
Later among the works it cites.
G. Lu, W. Ouyang, D. Xu, X. Zhang, C. Cai, and Z. Gao, “Dvc: An end-to-end deep video compression framework,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition , 2019, pp. 11 006–11 015
2019
Later among the works it cites.
J.-W. Su, H.-K. Chu, and J.-B. Huang, “Instance-aware image colorization,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2020, pp. 7968–7977
2020
Later among the works it cites.
2020
Later among the works it cites.
J. Lee, E. Kim, Y. Lee, D. Kim, J. Chang, and J. Choo, “Reference-based sketch image colorization using augmented-self reference and dense semantic correspondence,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2020, pp. 5801–5810
2020
Later among the works it cites.
Z. Xu, T. Wang, F. Fang, Y. Sheng, and G. Zhang, “Stylization-based architecture for fast deep exemplar colorization,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2020, pp. 9363–9372
2020
Later among the works it cites.
M. Chu, Y. Xie, J. Mayer, L. Leal-Taixé, and N. Thuerey, “Learning temporal coherence via self-supervision for gan-based video generation,” ACM Transactions on Graphics (TOG) , vol. 39, no. 4, pp. 75–1, 2020
2020
Later among the works it cites.
Y. Dong, Y. Liu, H. Zhang, S. Chen, and Y. Qiao, “Fd-gan: Generative adversarial networks with fusion-discriminator for single image dehazing.” in AAAI , 2020, pp. 10 729–10 736
2020
Later among the works it cites.
2020
Later among the works it cites.
2020
Later among the works it cites.
M. Jaderberg, K. Simonyan, A. Zisserman et al. , “Spatial transformer networks,” in Advances in neural information processing systems , 2015, pp. 2017–2025
2025
Closest in time.