More Like this

1. Improving View Independent Rendering for Multiview Effects

   Gavane, Ajinkya and (October 2022, Pacific Graphics Short Papers, Posters, and Work-in-Progress Papers)

   Yang, Yin and (Ed.)

   This paper describes improvements to view independent rendering (VIR) that make it much more useful for multiview effects. Improved VIR's (iVIR's) soft shadows are nearly identical in quality to VIR's and produced with comparable speed (several times faster than multipass rendering), even when using a simpler bufferless implementation that does not risk overflow. iVIR's omnidirectional shadow results are still better, often nearly twice as fast as VIR's, even when bufferless. Most impressively, iVIR enables complex environment mapping in real time, producing high-quality reflections up to an order of magnitude faster than VIR, and 2-4 times faster than multipass rendering. 

   more » « less
2. Towards Efficient 3D Point Cloud Scene Completion via Novel Depth View Synthesis

   Wang, H; Yang, L; Rong, X; Tian, Y. (January 2021, International Conference on Pattern Recognition (ICPR), 2020.)

   null (Ed.)

   3D point cloud completion has been a long-standing challenge at scale, and corresponding per-point supervised training strategies suffered from cumbersome annotations. 2D supervision has recently emerged as a promising alternative for 3D tasks, but specific approaches for 3D point cloud completion still remain to be explored. To overcome these limitations, we propose an end-to-end method that directly lifts a single depth map to a completed point cloud. With one depth map as input, a multi-way novel depth view synthesis network (NDVNet) is designed to infer coarsely completed depth maps under various viewpoints. Meanwhile, a geometric depth perspective rendering module is introduced to utilize the raw input depth map to generate a reprojected depth map for each view. Therefore, the two parallelly generated depth maps for each view are further concatenated and refined by a depth completion network (DCNet). The final completed point cloud is fused from all refined depth views. Experimental results demonstrate the effectiveness of our proposed approach composed of aforementioned components, to produce high-quality, state-of-the-art results on the popular SUNCG benchmark. 

   more » « less
3. Eye-Based Point Rendering for Dynamic Multiview Effects

   https://doi.org/10.1145/3585513  

   Gavane, Ajinkya; Watson, Benjamin (May 2023, Proceedings of the ACM on Computer Graphics and Interactive Techniques)

   Eye-based point rendering (EPR) can make multiview effects much more practical by adding eye (camera) buffer resolution efficiencies to improved view-independent rendering (iVIR). We demonstrate this very successfully by applying EPR to dynamic cube-mapped reflections, sometimes achieving nearly 7× speedups over iVIR and traditional multiview rendering (MVR), with nearly equivalent quality. Our application to omnidirectional soft shadows is less successful, demonstrating that EPR is most effective with larger shader loads and tight eye buffer to off-screen (render target) buffer mappings. This is due to EPR's eye buffer resolution constraints limiting points and shading calculations to the sampling rate of the eye's viewport. In a 2.48 million triangle scene with 50 reflective objects (using 300 off-screen views), EPR renders environment maps with a 49.40ms average frame time on an NVIDIA 1080 Ti GPU. In doing so, EPR generates up to 5x fewer points than iVIR, and regularly performs 50× fewer shading calculations than MVR. 

   more » « less
4. UnityPIC: Unity Point-Cloud Interactive Core

   https://doi.org/10.2312/pgv20211044  

   Wu, Y.; Vo, H.; Gong, J.; Zhu, Z. (June 2021, Parallel graphics and visualisation)

   M. Hadwiger, M. Larsen (Ed.)

   In this work, we present Unity Point-Cloud Interactive Core, a novel interactive point cloud rendering pipeline for the Unity Development Platform. The goal of the proposed pipeline is to expedite the development process for point cloud applications by encapsulating the rendering process as a standalone component, while maintaining flexibility through an implementable interface. The proposed pipeline allows for rendering arbitrarily large point clouds with improved performance and visual quality. First, a novel dynamic batching scheme is proposed to address the adaptive point sizing problem for level-of-detail (LOD) point cloud structures. Then, an approximate rendering algorithm is proposed to reduce overdraw by minimizing the overall number of fragment operations through an intermediate occlusion culling pass. For the purpose of analysis, the visual quality of renderings is quantified and measured by comparing against a high-quality baseline. In the experiments, the proposed pipeline maintains above 90 FPS for a 20 million point budget while achieving greater than 90% visual quality during interaction when rendering a point-cloud with more than 20 billion points. 

   more » « less
5. Spatiotemporal reservoir resampling for real-time ray tracing with dynamic direct lighting

   https://doi.org/10.1145/3386569.3392481  

   Bitterli, Benedikt; Wyman, Chris; Pharr, Matt; Shirley, Peter; Lefohn, Aaron; Jarosz, Wojciech (July 2020, ACM transactions on graphics)

   Efficiently rendering direct lighting from millions of dynamic light sources using Monte Carlo integration remains a challenging problem, even for off-line rendering systems. We introduce a new algorithm—ReSTIR—that renders such lighting interactively, at high quality, and without needing to maintain complex data structures. We repeatedly resample a set of candidate light samples and apply further spatial and temporal resampling to leverage information from relevant nearby samples. We derive an unbiased Monte Carlo estimator for this approach, and show that it achieves equal-error 6×-60× faster than state-of-the-art methods. A biased estimator reduces noise further and is 35×-65× faster, at the cost of some energy loss. We implemented our approach on the GPU, rendering complex scenes containing up to 3.4 million dynamic, emissive triangles in under 50 ms per frame while tracing at most 8 rays per pixel. 

   more » « less