CASIA OpenIR  > 模式识别国家重点实验室  > 多媒体计算与图形学
Realistic Procedural Plant Modeling from Multiple View Images
Jianwei Guo; Shibiao Xu; Dong-Ming Yan; Zhanglin Cheng; Marc Jaeger; Xiaopeng Zhang
Source PublicationIEEE Transactions on Visualization and Computer Graphics
2018-09-24
VolumexxIssue:xxPages:xx
AbstractIn this paper, we describe a novel procedural modeling technique for generating realistic plant models from multi-view photographs. The realism is enhanced via visual and spatial information acquired from images. In contrast to previous approaches that heavily rely on user interaction to segment plants or recover branches in images, our method automatically estimates an accurate depth map of each image and extracts a 3D dense point cloud by exploiting an efficient stereophotogrammetry approach. Taking this point cloud as a soft constraint, we fit a parametric plant representation to simulate the plant growth progress. In this way, we are able to combine real data (photos and 3D point clouds) analysis with rule-based procedural plant modeling. We demonstrate the robustness of the proposed approach by modeling a variety of plants with complex branching structures and significant self-occlusions. We also demonstrate that the proposed framework can be used to reconstruct ground-covering plants, such as bushes and shrubs which have gained little attention in the literature. The effectiveness of our approach is validated by visually and quantitatively comparing with the state-of-the-art approaches.; In this paper, we describe a novel procedural modeling technique for generating realistic plant models from multi-view photographs. The realism is enhanced via visual and spatial information acquired from images. In contrast to previous approaches that heavily rely on user interaction to segment plants or recover branches in images, our method automatically estimates an accurate depth map of each image and extracts a 3D dense point cloud by exploiting an efficient stereophotogrammetry approach. Taking this point cloud as a soft constraint, we fit a parametric plant representation to simulate the plant growth progress. In this way, we are able to combine real data (photos and 3D point clouds) analysis with rule-based procedural plant modeling. We demonstrate the robustness of the proposed approach by modeling a variety of plants with complex branching structures and significant self-occlusions. We also demonstrate that the proposed framework can be used to reconstruct ground-covering plants, such as bushes and shrubs which have gained little attention in the literature. The effectiveness of our approach is validated by visually and quantitatively comparing with the state-of-the-art approaches.
KeywordThree-dimensional Displays Solid Modeling Computational Modeling Image Reconstruction Shape Geometry Vegetation
DOI10.1109/TVCG.2018.2869784
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21686
Collection模式识别国家重点实验室_多媒体计算与图形学
Corresponding AuthorDong-Ming Yan
Recommended Citation
GB/T 7714
Jianwei Guo,Shibiao Xu,Dong-Ming Yan,et al. Realistic Procedural Plant Modeling from Multiple View Images[J]. IEEE Transactions on Visualization and Computer Graphics,2018,xx(xx):xx.
APA Jianwei Guo,Shibiao Xu,Dong-Ming Yan,Zhanglin Cheng,Marc Jaeger,&Xiaopeng Zhang.(2018).Realistic Procedural Plant Modeling from Multiple View Images.IEEE Transactions on Visualization and Computer Graphics,xx(xx),xx.
MLA Jianwei Guo,et al."Realistic Procedural Plant Modeling from Multiple View Images".IEEE Transactions on Visualization and Computer Graphics xx.xx(2018):xx.
Files in This Item: Download All
File Name/Size DocType Version Access License
2018_TVCG_TreeModeli(24904KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Jianwei Guo]'s Articles
[Shibiao Xu]'s Articles
[Dong-Ming Yan]'s Articles
Baidu academic
Similar articles in Baidu academic
[Jianwei Guo]'s Articles
[Shibiao Xu]'s Articles
[Dong-Ming Yan]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Jianwei Guo]'s Articles
[Shibiao Xu]'s Articles
[Dong-Ming Yan]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 2018_TVCG_TreeModeling.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.