Neural 3D Mesh Renderer (CVPR 2018) This repo contains a PyTorch implementation of the paperNeural 3D Mesh Rendererby Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada. It is a port of theoriginal Chainer implementationreleased by the authors. Currently the API is the same as in the original...
2D 到 3D 风格转换是通过优化网格的形状和纹理来执行的,以最大限度地减少图像上定义的风格损失。 3D DeepDream 也以类似的方式执行。这两个应用程序都是通过Nueral Render将 2D图像空间中的信息流入 3D 空间来实现的。 参考资料: Neural 3D Mesh Renderer...
A neural 3D mesh renderer is exploited to enable silhouette supervision on the fly, which contributes to great improvements in shape estimation. In addition... K Yang,R Gu,M Wang,... - 《IEEE Transactions on Image Processing A Publication of the IEEE Signal Processing Society》 被引量: 0发...
Neural 3D Mesh Renderer (CVPR 2018) This repo contains a PyTorch implementation of the paperNeural 3D Mesh Rendererby Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada. It is a port of theoriginal Chainer implementationreleased by the authors. Currently the API is the same as in the original...
Neural 3D Mesh Renderer. In Proceedings of the 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, USA, 18–23 June 2018; pp. 3907–3916. [Google Scholar] Song, T.; Wang, J.; Xu, D.; Wei, W.; Han, R.; Meng, F.; Li, Y.; Xie, P. ...
Neural 3D Mesh Renderer (CVPR 2018) This repo contains a PyTorch implementation of the paper Neural 3D Mesh Renderer by Hiroharu Kato, Yoshitaka Ushiku, and Tatsuya Harada. It is a port of the original Chainer implementation released by the authors. Currently the API is the same as in the ...
Kato, H., Ushiku, Y., Harada, T.: Neural 3D mesh renderer. In: CVPR, pp. 3907–3916 (2018) Google Scholar Kniss, J., Ikits, M., Lefohn, A., Hansen, C., Praun, E., et al.: Gaussian transfer functions for multi-field volume visualization. In: IEEE Visualization, 2003, VIS ...
Neu- ral 3d mesh renderer. In CVPR, 2018. [17] Alexander Kirillov, Yuxin Wu, Kaiming He, and Ross Gir- shick. PointRend: Image segmentation as rendering. In CVPR, 2020. [18] Jonathan Krause, Michael Stark, Jia Deng, and Li Fei-Fei. 3d object representations for fin...
对3D物体表示方法有以下几种方式，分别是基于voxel（体素），基于点云，基于mesh和基于volume的方法，其中...
Similar to traditional textures, neural textures are stored as maps on top of 3D mesh proxies; however, the high-dimensional feature maps contain significantly more information, which can be interpreted by our new deferred neural rendering pipeline. Both neural textures and deferred neural renderer ...