ABSTRACT
Stylized Novel View Synthesis is an emerging technique that combines style transfer and view synthesis. However, none of the existing works explore their applications in Virtual Reality (VR). This work devises a novel application for stylized novel view synthesis. We propose to replace actual 3D scene models or 360 images with stylized stereoscopic images for the areas outside the major play area but are still visible to the user. User study results reveal that users can feel 3D sense and tell them from plane texture. Codes and other materials are available at: kuan-wei-tseng.github.io/ArtNV
Supplemental Material
- Pei-Ze Chiang, Meng-Shiun Tsai, Hung-Yu Tseng, Wei-Sheng Lai, and Wei-Chen Chiu. 2022. Stylizing 3D Scene via Implicit Representation and HyperNetwork. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 1475–1484.Google Scholar
Cross Ref
- Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge. 2016. Image Style Transfer Using Convolutional Neural Networks. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Google Scholar
Cross Ref
- Hsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh, and Ming-Hsuan Yang. 2021. Learning to Stylize Novel Views. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).Google Scholar
Cross Ref
- Fangzhou Mu, Jian Wang, Yicheng Wu, and Yin Li. 2022. 3D Photo Stylization - Learning to Generate Stylized Novel Views from a Single Image. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Google Scholar
Cross Ref
- Zachary Teed and Jia Deng. 2020. Raft: Recurrent all-pairs field transforms for optical flow. In Proceedings of the European Conference on Computer Vision (ECCV). Springer, 402–419.Google Scholar
Digital Library
- Kuan-Wei Tseng, Yao-Chih Lee, and Chu-Song Chen. 2022. Artistic Style Novel View Synthesis Based on A Single Image. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.Google Scholar
Cross Ref
- Olivia Wiles, Georgia Gkioxari, Richard Szeliski, and Justin Johnson. 2020. SynSin: End-to-End View Synthesis From a Single Image. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Google Scholar
Cross Ref
Recommendations
A comparison of two cost-differentiated virtual reality systems for perception and action tasks
SAP '14: Proceedings of the ACM Symposium on Applied PerceptionRecent advances in technology and the opportunity to obtain commodity-level components have made the development and use of three-dimensional virtual environments more available than ever before. How well such components work to generate realistic ...
Stepping off a ledge in an HMD-based immersive virtual environment
SAP '13: Proceedings of the ACM Symposium on Applied PerceptionWe explore whether a gender-matched, calibrated self-avatar affects the perception of the affordance of stepping off of a ledge, or visual cliff, in an immersive virtual environment. Visual cliffs form demonstrations in many immersive virtual ...
Head-mounted display versus desktop for 3D navigation in virtual reality: a user study
Virtual Reality (VR) has been constantly evolving since its early days, and is now a fundamental technology in different application areas. User evaluation is a crucial step in the design and development of VR systems that do respond to users' needs, as ...





Comments