Research of Light Weight 3D Models Repository and Key Techologies

Abstract

Abstract: With the development of computer graphics, the demand of the 3D model based on the Internet is growing; the related 3D models repository platform and service have emerged. The prototype system of 3D lightweight models repository, at the same time, it introduced the related cloud platform architecture and the framework of system platform was proposed and realized, moreover, the realized process of the system and some related key technologies were introduced, including lightweight JSON conversion algorithm, dynamic transaction management mechanism, adapter-based dynamic model loading mechanism, lightweight progressive meshes algorithm, sketch-based retrieval Using Content-Aware Hashing. It is showed that the system can meet the design requirements.

Key words: cloud computer, 3D lightweight models repository, lightweight progressive meshes, sketch-based retrieval

CLC Number:

TP391.9

Zhou Wen, Jia Jinyuan, Wen Laixiang, Zhao Long. Research of Light Weight 3D Models Repository and Key Techologies[J]. Journal of System Simulation, 2015, 27(10): 2514-2524.

References

[1] Philip Shilane, Patrick Min, Michael Kazhdan, et al. The princeston Shape Benchmark[C]// Shape Modeling Applications, Proceedings (doi>10.1109/SMI. 2004.1314504). USA: IEEE Computer Society, 2004: 167-178.
[2] Timothy Scully, et al. 3DREPO.io: Building the next Generation web3D repository with Angular JS and X3DOM[C]// 20th International Conference on 3D Web Technology, Web3D’15 ACM, 2015. USA: ACM, 2015.
[3] Jozef Doboˇ Management and Visualisation of Non-linear History of Polygonal 3D Models [D]. London,Jozef Doboˇ Management and Visualisation of Non-linear History of Polygonal 3D Models [D]. London, UK: University College London, 2015.
[4] Alfonso Fuggetta, Elisabetta Di Nitto.Software Process[C]// Proceeding FOSE 2014 Proceedings of the on Future of Software Engineering (doi>10.1145/2593882.2593883), May 31-June 7, 2014. USA: ACM, 2014: 1-12.
[5] Kettner L, ,et al. Using Generic Programming for Designing a Data Structure for Polyhedral Surfaces [J]. Computational Geometry. Using Generic Programming for Designing a Data Structure for Polyhedral Surfaces [J]. Computational Geometry (doi>10.1016/S0925-7721(99) 00007-3) 1999 13, 219-57, 65-90.
[6] Garland M, Heckbert P S.Surface Simplification Using Quadric Error Metrics [C]// Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH ’97, New York, NY, USA. New York, USA: ACM Press/Addison-Wesley, 1997: 209-216.
[7] Rossignac J, Borrel P.Multi-resolution 3D approximation for rendering complex scenes[C]// Falcidieno B, Kunii T L.(eds.) Geometric Modeling in Computer Graphics: Graphics: Methods and Applications. Berlin, Germany: Springer, 1993: 455-465.
[8] Hoppe H, D Rose T, Duchamp T, et al. Mesh Optimization[C]// Proceedings of the 20th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH’93. USA: ACM, 1993: 19-26.
[9] Schroeder W, Zarge J, Lorensen, W.Decimation of triangle meshes [C]// Proceedings of the 19th Annual Conference on Computer Graphics and Interactive Techniques[J]. ACM SIGGRAPH Computer Graphics, 1992, 26(1): 65-70.
[10] Hoppe H.Progressive meshes[C]// Proceedings of the 23rd Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH ’96. USA: ACM, 1996: 99-108.
[11] S Morigi, M Rucci.Multilevel mesh simplification[J]. Vis Compute (doi>10.1007/s00371-013-0873-6), 2014, 30: 479-492.
[12] Laixiang Wen, J Jia, S Liang. LPM: Lightweight Progressive Meshes Towards Smooth Transmission of Web3D Media over Internet[C]// Proceedings of the 13th ACM SIGGRAPH, 2014. USA: ACM, 2014.
[13] M Eitz, K Hildebrand, T Boubekeur, et al.An evaluation of descriptors for large-scale image retrieval from sketched feature lines[J]. Compute. Graphics(doi>10.1016/j.cag.2010.07.002). 2010, 34 482-498.
[14] Y.J Liu, X Luo, A Joneja, et al.User-Adaptive Sketch-Based 3-D CAD Model Retrieval[J]. IEEE Trans. Automation Science and Engineering (S1545-5955), 2012, 1(99): 1-13.
[15] B Li, Y Lu, A Godil, et al. SHREC’13 Track: Large Scale Sketch-Based 3D Shape Retrieval[J]. Eurographics Workshop on 3D Object Retrieval (doi>10.2312/3DOR/3DOR12/109-118), 2013: 89-96
[16] T Funkhouser, P Min, M Kazhdan, et al. A Search Engine for 3D Models[J]. ACM Trans. Graph (S0730-0301), 2003, 22: 83-105.
[17] M Eitz, R Richter, T Boubekeur, K Hildebrand, et al. Sketch-based Shape Retrieval[J]. ACM Trans. Graph.(doi>10.1145/2185520.2185527), 2012, 31(4): 1-10.
[18] M Eitz, K Hildebrand, T Boubekeur, ,et al. Sketch-based 3D shape Retrieval [J]. ACM Transactions on Graphics. Sketch-based 3D shape Retrieval [J]. ACM Transactions on Graphics (doi>10.1145/1837026.1837033), 31: 13-15.
[19] M Eitz, K Hildebrand, T Boubekeur, et al. Sketch-based Image Retrieval: Benchmark and Bag-of-Features Descriptors[J]. IEEE Trans. Visual. Compute. Graph (doi>10.1109/TVCG.2010.266), 2011, 17: 1624-1636.
[20] B Li, Y Lu, R Fares.Semantic Sketch-based 3D Model Retrieval[C]// ICME, IEEE (doi>10.1109/ICMEW. 2013.6618316). USA: IEEE, 2013: 1-4.
[21] Snodgrass J G, Vanderwart M.A Standardized Set of 260 pictures: Norms for Name Agreement, Image Agreement, Familiarity, and Visual Complexity[J]. Journal of Experimental Psychology Human Learning & Memory, 1980, 6(2): 174-215.
[22] F Cole, A Golovinskiy, A Limpaecher, et al. Where Do People Draw Lines?[J]. ACM Trans Graph (doi>10.1016/j.cag.2010.07.002), 2008, 27: 1-11.
[23] J M Saavedra, B Bustos.An Improved Histogram of Edge Local Orientations for Sketch-based Image Retrieval[C]// M Goesele, S Roth, A Kuijper, et al. DAGM-Symposium, Lecture Notes in Computer Science. Germany: Springer, 2010, v6376: 432-441.
[24] S M Yoon, M Scherer, T Schreck, et al. Sketch-based 3D Model Retrieval Using Diffusion Tensor Fields of Suggestive Contours[J]. A D Bimbo, S-F Chang, A W M Smeulders (Eds.) IEEE Multimedia(doi>10.1145/ 1873951.1873961), USA: ACM, 2010: 193-200.
[25] Bo Li, Y Lu, Afzal Godil, Tobias Schreck, Benjamin Bustos, Alfredo Ferreira, et al. A Comparison of methods for Sketch-based 3D Shape Retrieval[J]. Computer Vision and Image Understanding (doi>10.1016/j.cviu. 2013.11.008) 2014, 119: 57-80.
[26] Shuang Liang, Long Zhao, Yichen Wei, et al.Sketch-Based Retrieval Using Content-Aware Hashing [C]// The 15th Annual Pacific-Rim Conference on Multimedia (PCM). Berlin, Germany: Springer International Publishing, 2014: 133-142
[27] 王意洁, 孙伟东, 周松, 等. 云计算环境下的分布存储关键技术[J]. 软件学报2012, 23(4): 962-986.
[28] 秦秀磊, 张文博, 魏峻, 等. 云计算环境下分布式缓存技术的现状与挑战[J]. 软件学报, 2013, 24(1): 50-66.
[29] 林闯, 苏文博, 孟坤, 等. 云计算安全: 架构、机制与模型评价[J]. 计算机学报2013, 36(9): 1765-1784.