Artistic Natural Images Generation Using Neural Style Transfer

Keywords

• neural style transfer
• VGG19
• artistic image generation

CCDS Authors

Ashraful Islam, PhD

Ashraful Islam, PhD

• Center Director, CCDS
• Director, HCI Wing

Assistant Professor

Department of Computer Science and Engineering

Independent University, Bangladesh (IUB)

Published at

CHI, UIST, UbiComp, IJCNN, ICIP, HCII, ICDMW, BLP, IEEE Internet of Things Journal, JMIR, JMIR Human Factors, JMIR Formative Research, IEEE Access, Smart Agricultural Technology, Diabetes Research and Clinical Practice, PLOS ONE

Research Interests

Human-Computer Interaction, AI for Social Good, AI for Public Health, AI for Impact

Eshtiak Ahmed

Eshtiak Ahmed

• Collaborator, HCI Wing

Doctoral Researcher

Gamification Group

Tampere University, Finland

Published at

UbiComp, ICIP, HCII, IEEE Access

Research Interests

Human-Computer Interaction, Human-Robot Interaction, Gamification and Assistive Technologies

References

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2. 2.Alexei A. Efros, Thomas Leung. (1999). Texture synthesis by non-parametric sampling. , 1033–1038 vol.2[10.1109/iccv.1999.790383]
3. 3.Alexei A. Efros, William T. Freeman. (2001). Image quilting for texture synthesis and transfer. , 341–346[10.1145/383259.383296]
4. 4.Yijun Li, Fang Chen, Jimei Yang, Zhaowen Wang, Xin Lü, Ming–Hsuan Yang. (2017). Diversified Texture Synthesis with Feed-Forward Networks. , 266–274[10.1109/cvpr.2017.36]
5. 5.Yufeng Zheng, Clifford Yang, А. О. Меркулов. (2018). Breast cancer screening using convolutional neural network and follow-up digital mammography. , 4[10.1117/12.2304564]
6. 6.Ho‐Chang Lee, Sanghyun Seo, Seung-Taek Ryoo, Kyunghyun Yoon. (2010). Directional texture transfer. , 43–48[10.1145/1809939.1809945]
7. 7.Yongcheng Jing, Yezhou Yang, Zunlei Feng, Jingwen Ye, Yizhou Yu, Mingli Song. (2017). Neural Style Transfer: A Review. arXiv (Cornell University)[10.48550/arxiv.1705.04058]

Cited By

1. 1.Nazmun Nessa Moon, Refath Ara Hossain, Israt Jahan, Shahriar Shakil, Shihab Uddin, Mahmudul Hassan, Fernaz Narin Nur. (2022). Predicting the mental health of rural Bangladeshi children in coronavirus disease 2019. International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering, 12(5), 5501[10.11591/ijece.v12i5.pp5501-5510]
2. 2.Md. Kamran Hosain, Harun-Ur-Rashid, Tasnova Bintee Taher, Mohammad Masudur Rahman. (2020). Genre Recognition of Artworks using Convolutional Neural Network. , 1–5[10.1109/iccit51783.2020.9392688]
3. 3.M Suryamritha, Varshini Balaji, Srinidhi Kannan, Tripty Singh, Mansi Sharma. (2024). Neural Style Transfer: A Comparative Study. , 1–7[10.1109/icccnt61001.2024.10724602]