A Large-Scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks

Author:

Kim Sangpil,Chi Hyung-gun,Hu Xiao,Huang Qixing,Ramani Karthik

Publisher

Springer International Publishing

Reference48 articles.

1. Open asset import library. http://www.assimp.org/. Accessed 10 Nov 2019

2. Bespalov, D., Ip, C.Y., Regli, W.C., Shaffer, J.: Benchmarking CAD search techniques. In: Proceedings of the 2005 ACM Symposium on Solid and Physical Modeling, pp. 275–286. ACM (2005)

3. Brock, A., Lim, T., Ritchie, J.M., Weston, N.: Generative and discriminative voxel modeling with convolutional neural networks. arXiv preprint arXiv:1608.04236 (2016)

4. Chang, A.X., et al.: ShapeNet: an information-rich 3D model repository. Technical report arXiv:1512.03012 [cs.GR], Stanford University – Princeton University – Toyota Technological Institute at Chicago (2015)

5. Lecture Notes in Computer Science;L-C Chen,2018

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