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3D Plants Reconstruction based on Point Cloud

Volume 14, Number 1, January 2018, pp. 121-133
DOI: 10.23940/ijpe.18.01.p13.121133

Lanling Zenga, LingLing Zhanga, Yang Yanga, Wei Zhangb, Yongzhao Zhana

aSchool of Computer Science and Comunication Engineering, Jiangsu University, Zhenjiang, 212001, China
bDepartment of Information and Comunication, Jiangsu Wuzhong Secondary Vocational School, Suzhou, 215000, China

(Submitted on November 12, 2017; Revised on November 30, 2017; Accepted on December 20, 2017)

Abstract:

Plant modeling based on point cloud is more difficult than others because of the noise-edge bonding. We present a method called the limited detail multi-density plants modeling to address these problems mentioned above. The core of the proposed method is a point-to-surface approach, which constantly refines the density of points with original RGB information to generate the fuzzy surface. Compared to conventional plants mesh models, the primary advantage of our approach is that it does not compute the steps of texture and illumination, and saves rendering time and storage space. We validate our method with both leaves and simple plants, and demonstrate that the limited detail multi-density point reconstruction is feasible, and it can generate good results with fast speed while using less storage space.

 

References: 22

1. A. Bucksch and R. Lindenbergh, “Campino – a Skeletonization Method for Point Cloud Processing,” ISPRS Journal of Photogrammetry and Remote Sensing, pages 115–127, 2008
2. O. Deussen, C. Colditz, M. Stam minger and G. Drettakis, “Interactive Visualization of Complex Plants Ecosystem,” IEEE Visualization, pages 49-53, 2002
3. M. Kazhdan, M. Bolitho and H. Hoppe, “Poisson Surface Reconstruction,” In Proceeding of The fourth Eurographics symposium on Geometry processing, pages 61-70, 2006
4. M. Kazhdan and H. Hoppe, “Screened Poisson Surface Reconstruction,” ACM Transactions on Graphics, pages 61-70, 2013
5. M. Lhuiller and L. Quan, “A Quasi-dense Approach to Surface Reconstruction from Uncalibrated Images,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp:418–433, 2005
6. Y. Livny, S. Pirk, Z. L. Cheng, F.L. Yan, O. Deussen, D. Cohen-Or and B.Q. Chen, “Texture-Lobes for Tree Modelling,” ACM Transaction on Graphics, pages 76-79, 2011
7. Y. Livny, F. Yan, M. Olson, B. Q. Chen, H. Zhang and J. El-Sana, “Automatic Reconstruction of Tree Skeletal Structures from Point Clouds,” ACM Transactions on Graphics, pages 81-95, 2010
8. R. A. Newcombe, S. Izadi, O. Hilliges, D. Molyneaux, D. Kim, A. J. Davison, P. Kohli, J. Shotton and A. Fitzgibbon, “KinectFusion: Real-time Dense Surface Mapping and Tracking,” In Proceeding of IEEE international symposium, pages 127-136, 2011
9. M. Okabe, S. Owada and T. Igarashi, “Interactive Design of Botanical Trees Using Freehand Sketches and Example-based Editing,” In Proceeding of EUROGRAPHICS, 24:3, 2005
10. P. E. Oppenheimer, “Real-Time Design and Animation of Fractal Plants and Trees,” Computer Graphics, pages 55-64, 1986
11. T. Ping, Z. Gang and W. E. Jingdong, “Image-based Tree Modeling,” In Proceeding of ACM SIGGRAPH 2007, Article 87, 2007
12. P. Prusinkiewicz and A. Lindenmayer, “The Algorithmic Beauty of Plants,” Springer-Verlag New York, 1990
13. L. Quan, P. Tan, G. Zeng, L. Yuan, J. Wang and S. B. Kang “Image-based Plants Modeling,” ACM Trans.Graph.(Proc.SIGGRAPH), pp:772–778, 2006
14. A. Reche, I. Martin and G. Drettakis, “Volumetric Reconstruction and Interactive Rendering of Tree from Photographs,” ACM Transactions on Graphics, pages 720-727, 2004
15. W.T. Reeves and R. Blau, “Approximate and Probabilistic Algorithms for Shading and Rendering Structured Particle Systems,” ACM Transaction on Graphics, pages 313-322, 1985
16. P. D. Reffye, C. Edelin, J. Francon, M. Jaeger and C. Puech, “Plants Models Faithful to Botanical Structure and Development,” Computer Graphics, pages 151-158, 1988
17. C. H. Shen, S. S. Huang, H. Fu and S. M. Hu, “Adaptive Partitioning of Urban Facades,” ACM Transactions on Graphics, 61-64, 2012
18. I. Shlyakhter, M. Rozenoer, J. Dorsey and S. Teller, “Reconstructing 3D Tree Models from Instrumented Photographs,” IEEE Computer Graphics and Applications, pages 53–61, 2001
19. B. Y. Su, J. Y. Ma, Y. S. Peng and M. Sheng, “Algorithm for GGBD Point De-noising and Simplification Based on K-means Clustering,” Journal of System Simulation, pages 3-5, 2016
20. P. Tan, T. Fang, J. Xiao, P. Zhao and L. Quan, “Single Image Tree Modeling,” ACM Transactions on Graphics, pages 1–7, 2008
21. F. Yan, A. Sharf, W. Lin, H. Huang and B. Chen, “Proactive 3D Scanning of Inaccessible Parts,” ACM Transactions on Graphics, pages 1-8, 2014
22. L. L. Zeng, W. Zhang, Y. Yang, et al.  “Multiple Density Leaf Reconstruction Based on Limited Details.” Computer Science,pages 3-4, 2016

 

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