1 |
G. K. Wallace, "The jpeg still picture compression standard," IEEE transactions on consumer electronics, 38(1), xviii- xxxiv, 1992.
DOI
|
2 |
A. Skodras, C. Christopoulos, and T. Ebrahimi, "The jpeg 2000 still image compression standard," IEEE Signal processing magazine, 18(5), 36-58, 2001.
DOI
|
3 |
F. Bellard, "BPG Image Format," 2014. Accessed: 2017-01-30.
|
4 |
J. Lainema, F. Bossen, W.-J. Han, J. Min, and K. Ugur, "Intra coding of the HEVC standard," IEEE Trans. Circuits Syst. Video Technol., vol. 22, no. 12, pp. 1792-1801, Dec. 2012.
DOI
|
5 |
F. Li, H. Bai, Y. Zhao, "FilterNet: Adaptive Information Filtering Network for Accurate and Fast Image Super-Resolution," IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 6, pp. 1511-1523, 2019.
DOI
|
6 |
J. Kim, J. Kwon Lee, K. Mu Lee, "Accurate image super-resolution using very deep convolutional networks," in Proc. of the IEEE conference on computer vision and pattern recognition, 1646-1654, 2016.
|
7 |
M. Li, W. Zuo, S. Gu, et al., "Learning convolutional networks for content-weighted image compression," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 3214-3223, 2018.
|
8 |
F. Mentzer, E. Agustsson, M. Tschannen, et al., "Practical full resolution learned lossless image compression," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 10629-10638, 2019.
|
9 |
J. Balle, V. Laparra, and E. P. Simoncelli, "End-to-end optimized image compression," in Proc. of International Conference on Learning Representations, 2017.
|
10 |
F. Mentzer, E. Agustsson, M. Tschannen, et al., "Conditional probability models for deep image compression," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 4394-4402, 2018.
|
11 |
G. Toderici, D. Vincent, N. Johnston, et al., "Full resolution image compression with recurrent neural networks," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 5306-5314, 2017.
|
12 |
D. E. Rumelhart, G. E. Hinton, R. J. Williams. "Learning internal representations by error propagation," California Univ San Diego La Jolla Inst for Cognitive Science, 1985.
|
13 |
S. Santurkar, D. Budden, N. Shavit. "Generative compression," in Proc. of Picture Coding Symposium. IEEE, 258-262, 2018.
|
14 |
Y. LeCun, B. E. Boser, J. S. Denker, et al., "Handwritten digit recognition with a back-propagation network," in Proc. of Advances in neural information processing systems, 396-404, 1990.
|
15 |
L Theis, W Shi, A Cunningham, F Huszar, "Lossy image compression with compressive autoencoders," in Proc. of International Conference on Learning Representations, 2017.
|
16 |
T. Dumas, A. Roumy, C. Guillemot. "Autoencoder based image compression: can the learning be quantization independent?," in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing, 1188-1192, 2018.
|
17 |
K. M. Nakanishi, S. Maeda, T. Miyato, et al., "Neural multi-scale image compression," in Proc. of Asian Conference on Computer Vision. Springer, Cham, 718-732, 2018.
|
18 |
N. Johnston, D. Vincent, D. Minnen, et al., "Improved lossy image compression with priming and spatially adaptive bit rates for recurrent networks," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 4385-4393, 2018.
|
19 |
D. P. Kingma, M. Welling. "Auto-encoding variational bayes," in Proc. of International Conference on Learning Representations, 2014.
|
20 |
E. Agustsson, M. Tschannen, F. Mentzer, et al., "Generative adversarial networks for extreme learned image compression," in Proc. of the IEEE International Conference on Computer Vision, 221-231, 2019.
|
21 |
J. Johnson, A. Alahi, L. Fei-Fei. "Perceptual losses for real-time style transfer and super-resolution," in Proc. of European conference on computer vision. Springer, Cham, 694-711, 2016.
|
22 |
M Jian, KM Lam, J Dong, et al., "Visual-patch-attention-aware Saliency Detection," IEEE Transactions on Cybernetics, Vol. 45, No. 8, pp. 1575-1586, 2015.
DOI
|
23 |
J. Balle. "Efficient nonlinear transforms for lossy image compression," in Proc. of Picture Coding Symposium. IEEE, 248-252, 2018.
|
24 |
M Jian, W zhang, Y Hui, et al., "Saliency detection based on directional patches extraction and principal local color contrast," Journal of Visual Communication and Image Representation, Vol. 57, pp. 1-11, 2018.
DOI
|
25 |
J. Deng, W. Dong, R. Socher, et al., "Imagenet: A large-scale hierarchical image database," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, 248-255, 2019.
|
26 |
Kodak PhotoCD dataset.
|
27 |
J. Balle, D Minnen, S Singh, et al., "Variational image compression with a scale hyperprior," in Proc. of International Conference on Learning Representations, 2018.
|
28 |
Z. Wang, E. P. Simoncelli, A. C. Bovik, "Multiscale structural similarity for image quality assessment," in Proc. of The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2, 1398-1402, 2003.
|
29 |
J. Lee, S. Cho, S. K. Beack. "Context-adaptive entropy model for end-to-end optimized image compression," in Proc. of International Conference on Learning Representations, 2019.
|