Stylized Image Generation based on Music-image Synesthesia Emotional Style Transfer using CNN Network |
Xing, Baixi
(Zhejiang University of Technology)
Dou, Jian (Hangzhou Dianzi University) Huang, Qing (Hangzhou Dianzi University) Si, Huahao (Hangzhou Dianzi University) |
1 | C. Zhou, Z. Gu, Y. Gao, and J. Wang, "An Improved Style Transfer Algorithm Using Feedforward Neural Network for Real Time Image Conversion," Sustainability, vol. 11, no. 20, Oct. 2019. |
2 | D. Liang, D. Liang, S. Xing, P. Li, and X. Wu, "A robot calligraphy writing method based on style transferring algorithm and similarity evaluation," Intelligent Service Robotics, vol. 13, no. 1, pp. 137-146, Jan. 2020. DOI |
3 | F. Luan, S. Paris, E. Shechtman, and K. Bala, "Deep Photo Style Transfer," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp.6997-7005, 2017. |
4 | Y. Liu, W. Chen, L. Liu, and M. Lew, "SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer," IEEE Transactions on Multimedia, vol. 21, no. 9, pp. 2209-2222, Sep. 2019. DOI |
5 | P. Andreini, S. Bonechi, M. Bianchini, A. Mecocci, and F. Scarselli, "Image generation by GAN and style transfer for agar plate image segmentation," Computer Methods and Programs in Biomedicine, vol. 184, no. 105268, Feb. 2020. |
6 | Z. Zhong, L. Zheng, Z. Zheng, S. Li, and Y. Yang, "CamStyle: A Novel Data Augmentation Method for Person Re-Identification," IEEE Transactions on Image Processing, vol. 28, no. 3, pp. 1176-1191, Mar. 2019. DOI |
7 | J. Chen, G. Yang, H. Zhao, and M. Ramasamy, "Audio style transfer using shallow convolutional networks and random filters," Multimedia Tools and Applications, vol. 79, no. 21-22, pp. 15043-15057, June 2020. DOI |
8 | K. Zsolnai-Feher, P. Wonka, and M. Wimmer, "Gaussian Material Synthesis," ACM Transactions on Graphics, vol. 37, no. 4, pp. 1-14, Aug. 2018. |
9 | B. Xing, K. Zhang, S. Sun, L. Zhang, Z. Gao, J. Wang, and S. Chen, "Emotion-driven Chinese folk music-image retrieval based on DE-SVM," Neurocomoputing, vol. 148, pp. 619-627, Jan. 2015. DOI |
10 | J. Zhu, T. Park, P. Isola, and A. Efros, "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2242-2251, 2017. |
11 | H. Huang, H. Wang, W. Luo, L. Ma, W. Jiang, X. Zhu, Z. Li, and W. Liu, "Real-Time Neural Style Transfer for Videos," in Proc. of IEEE Conference on Computer Vision & Pattern Recognition, pp. 7044-7052, 2017. |
12 | H. Wu, Z. Sun, Y. Zhang, and Q. Li, "Direction-aware neural style transfer with texture enhancement," Neurocomputing, vol. 370, no. 22, pp. 39-55, Dec. 2019. DOI |
13 | B. Kim, G. Kim, and S. Lee, "Style-controlled synthesis of clothing segments for fashion image manipulation," IEEE Transactions on Multimedia, vol. 22, no. 2, pp. 298-310, Feb. 2020. DOI |
14 | L. Zhan and Y. Wang, "Stable and Refined Style Transfer Using Zigzag Learning Algorithm," Neural Processing Letters, vol. 50, pp. 2481-2492, Mar. 2019. DOI |
15 | Y. Zhou, R. Jiang, X. Wu, J. He, S. Weng, and Q. Peng, "BranchGAN: Unsupervised Mutual Image-to-Image Transfer with A Single Encoder and Dual Decoders," IEEE Transactions on Multimedia, vol. 21, no. 12, pp. 3136-3149, Dec. 2019. DOI |
16 | J. Johnson, A. Alahi, and F. Li, "Perceptual Losses for Real-Time Style Transfer and Super-Resolution," in Proc. of European Conference on Computer Vision, pp. 694-711, 2016. |
17 | M. Guo and J. Jiang, "A robust deep style transfer for headshot portraits," Neurocomputing, vol. 361, pp.164-172, Oct. 2019. DOI |
18 | L. Gatys, A. Ecker, and M. Bethge, "Image Style Transfer Using Convolutional Neural Networks," in Proc. of IEEE Computer Society Conference on Computer Vision & Pattern Recognition, pp. 2414-2424, 2016. |
19 | M. Cheng, X. Liu, J. Wang, S. Lu, Y. Lai, and P. Rosin, "Structure-preserving neural style transfer," IEEE Transactions on Image Processing, vol. 29, pp. 909-920, Aug. 2019. DOI |
20 | Z. Li, F. Zhou, L. Yang,X. Li , and J. Li, "Accelerate neural style transfer with super-resolution," Multimedia Tools and Applications, vol. 79, pp. 4347-4364, Feb. 2020. DOI |
21 | J. Yaniv, Y. Newman, and A. Shamir, "The face of art: landmark detection and geometric style in portraits," ACM Transactions on Graphics, vol. 38, no. 4, pp. 1-15, July 2019. |
22 | M. Huzaifah and L. Wyse, "Applying Visual Domain Style Transfer and Texture Synthesis Techniques to Audio - Insights and Challenges," Neural Computing and Applications, vol. 32, no. 4 , pp. 1051-1065, Feb. 2019. DOI |
23 | R. Novak and Y. Nikulin, "Improving the neural algorithm of artistic style," arXiv:1605.04603, pp. 1-15, May 2016. |
24 | Z. Lian, B. Zhao, X. Chen, and J. Xiao, "Easyfont: a style learning-based system to easily build your large-scale handwriting fonts," ACM Transactions on Graphics, vol. 38, no. 1, pp.1-18, Feb. 2019. |
25 | K. Hevner, "Experimental studies of the elements of expression in music," The American Journal of Psychology, vol. 48, no. 2, pp. 246-268, Apr. 1936. DOI |
26 | O. Jamriska, S. Sochorova, O. Texler, M. Lukac, J. Fiser, J. Lu, E. Shechtman, and D. Sykora, "Stylizing video by example," ACM Transactions on Graphics, vol. 38, no.4, pp. 1-11, July 2019. |
27 | M. Ruder, A. Dosovitskiy, and T. Brox, "Artistic style transfer for videos," in Proc. of German Conference on Pattern Recognition, pp. 26-36, 2016. |
28 | D. Aliaga, P. Rosen, and D. Bekins, "Style Grammars for Interactive Visualization of Architecture," IEEE Transactions on visualization and computer graphics, vol. 13, no. 4, pp. 786-798, July 2007. DOI |
29 | H. Kwon, H. Yoon, and K. Park, "CAPTCHA Image Generation: Two-Step Style-Transfer Learning in Deep Neural Networks," Sensors, vol. 20, no. 5, Mar. 2020. |
30 | A. Khan, M. Ahmad, N. Naqvi, F. Yousafzai, and J. Xiao, "Photographic painting style transfer using convolutional neural networks," Multimedia Tools and Applications, vol. 78, pp. 19565-19586, Feb. 2019. DOI |
31 | L. Gatys, A. Ecker, and M. Bethge, "A Neural Algorithm of Artistic Style," Journal of Vision, vol. 16, no. 12, pp. 1-16, Aug. 2016. DOI |
32 | Y. Shih, W. Lai, and C. Liang, "Distortion-free wide-angle portraits on camera phones," ACM Transactions on Graphics, vol. 38, no. 4, pp. 1-12, July 2019. DOI |
33 | D. Guo and T. Sim, "Digital face makeup by example," in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 73-79, 2009. |
34 | X. Zhang, X. Zhang, and Z. Xiao, "Deep photographic style transfer guided by semantic correspondence," Multimedia Tools and Applications, vol. 78, pp. 34649-34672, Dec. 2019. DOI |
35 | Y. Gao, Y. Guo, Z. Lian, M. Tang, and J. Xiao, "Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning," ACM Transactions on Graphics, vol. 38, no. 6, pp. 1-12, Nov. 2019. |