Web Reference: 1 Introduction (Why) 什么是可微分渲染？ 传统的渲染是给入场景信息，然后根据光追或者是rasterizer的算法将2D Image渲染出来。假如说这个正向过程是可导的，则我们可以通过计算这些梯度（Back Propagation），帮助优化场景参数以实现特定目标，比如图像重建、几何反演和材质估计。 3dmax渲染时，卡在这里的情况，主要也就是硬件问题和软件，外加场景问题这些的 先看看硬件问题 1 内存分配不足：在使用3dmax渲染模型的时候，3dmax会自动限制所使用的内存，如果内存分配不够就会导致一渲染就卡住或崩溃。 CPU负荷过大：除了内存，3dmax渲染的时候还会带来极大的CPU负荷，如果CPU ... 3D Gaussian Splatting for Real-Time Radiance Field Rendering 2.动态场景 Nerfies: Deformable Neural Radiance Fields D-nerf: Neural radiance fields for dynamic scenes 3.少视角 IBRNet: Learning Multi-View Image-Based Rendering Depth-supervised NeRF: Fewer Views and Faster Training for Free 4.无界 NeRF++: Analyzing and Improving Neural ...
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