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Whilst we figure out a solution for temporal filtering on 3D Gaussian Splatting input frames. We can use a temporal filtering plugin on the screen captures or rendered images to act as a visualization tool to check what the future results might look like. "Processing and rendering a digital...

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Infinite-Realities

8,738 subscribers

58,368 просмотров • 2 лет назад •via X (Twitter)

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Комментарии: 9

Фото профиля thebensimon
thebensimon2 лет назад

Wow! The face details! Spectacular

Фото профиля 3D Scanstore
3D Scanstore2 лет назад

Clean!

Фото профиля catid (e/acc)
catid (e/acc)2 лет назад

Awesome

Фото профиля Mathias Røyrvik
Mathias Røyrvik2 лет назад

I fucking love what you mad tinkerers do. I can't wait to see what you end up with.

Фото профиля Olli Huttunen
Olli Huttunen2 лет назад

Just wow! This tech is going so fast right now! Every day major leaps forward. So exciting times!

Фото профиля Infinite-Realities
Infinite-Realities2 лет назад

Thanks for the positive comment Olli! The Inria team created such an amazing tool to experiment with.

Фото профиля Alex Coulombe
Alex Coulombe2 лет назад

Hollly cow

Фото профиля arbitrarity
arbitrarity2 лет назад

I'm gonna take a wild guess and say your capture setup for something like this is rather expensive, or quite large, yes? Never having attempted a capture, I'm mostly curious what the key is to ensuring the capture data is high quality? Is it mostly resolution and quantity based? Any resources are appreciated!

Фото профиля Earl Cameron
Earl Cameron2 лет назад

Cc @SebAaltonen

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1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering Contributions: • We delve into the temporal redundancy of 4D Gaussian Splatting and explain the main reason for the storage pressure and suboptimal rendering speed. • We introduce 4DGS-1K, a compact and memory-efficient framework to address these issues. It consists of two key components: a spatial-temporal variation score-based pruning strategy and a temporal filter. • Extensive experiments demonstrate that 4DGS-1K not only achieves a substantial storage reduction of approximately 41× but also accelerates rasterization to 1000+ FPS while maintaining high-quality reconstruction.
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1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering Contributions: • We delve into the temporal redundancy of 4D Gaussian Splatting and explain the main reason for the storage pressure and suboptimal rendering speed. • We introduce 4DGS-1K, a compact and memory-efficient framework to address these issues. It consists of two key components: a spatial-temporal variation score-based pruning strategy and a temporal filter. • Extensive experiments demonstrate that 4DGS-1K not only achieves a substantial storage reduction of approximately 41× but also accelerates rasterization to 1000+ FPS while maintaining high-quality reconstruction.

MrNeRF

12,200 просмотров • 1 год назад

[SIGGRAPH '26] Anchored Temporal Gaussian Splatting for Long Volumetric Video Representation TL;DR: We present ATGS, a novel framework for volumetric video reconstruction that effectively handles long sequences and complex motions. By utilizing time-conditioned anchors and a temporal windowing strategy, ATGS enhances temporal coherence and scalability. Abstract (excerpt): Key insight is that explicitly tracking long term complex motion with individual Gaussian primitives is inherently unstable. Instead, we organize Gaussians around time conditioned anchors that localize their spatial and temporal support, thereby reducing long range motion complexity. We further introduce a temporal windowing strategy to activate only anchors relevant to the queried time, which improves scalability and temporal coherence. In addition, to ensure spatial and temporal stability, we design a compact set of multi level anchor features that encode global features, local spatial features, and local temporal features, jointly constraining Gaussian generation. Extensive experiments demonstrate that ATGS consistently outperforms prior methods on long sequence volumetric videos with complex motions.
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[SIGGRAPH '26] Anchored Temporal Gaussian Splatting for Long Volumetric Video Representation TL;DR: We present ATGS, a novel framework for volumetric video reconstruction that effectively handles long sequences and complex motions. By utilizing time-conditioned anchors and a temporal windowing strategy, ATGS enhances temporal coherence and scalability. Abstract (excerpt): Key insight is that explicitly tracking long term complex motion with individual Gaussian primitives is inherently unstable. Instead, we organize Gaussians around time conditioned anchors that localize their spatial and temporal support, thereby reducing long range motion complexity. We further introduce a temporal windowing strategy to activate only anchors relevant to the queried time, which improves scalability and temporal coherence. In addition, to ensure spatial and temporal stability, we design a compact set of multi level anchor features that encode global features, local spatial features, and local temporal features, jointly constraining Gaussian generation. Extensive experiments demonstrate that ATGS consistently outperforms prior methods on long sequence volumetric videos with complex motions.

MrNeRF

26,905 просмотров • 2 месяцев назад

🕹️We are excited to introduce "ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation" ChronoEdit reframes image editing as a video generation task to encourage temporal consistency. It leverages a temporal reasoning stage that denoises with “video reasoning tokens” to "reason" on physically plausible edits. See the attached video for results. Project Page: Arxiv: Code and model are coming.
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🕹️We are excited to introduce "ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation" ChronoEdit reframes image editing as a video generation task to encourage temporal consistency. It leverages a temporal reasoning stage that denoises with “video reasoning tokens” to "reason" on physically plausible edits. See the attached video for results. Project Page: Arxiv: Code and model are coming.

Huan Ling

36,841 просмотров • 8 месяцев назад

Coding some shaders for 3D Gaussian Splatting 😀 Input is a 40 second video processed with Luma Check the reflections on the bag! Demo:
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Coding some shaders for 3D Gaussian Splatting 😀 Input is a 40 second video processed with Luma Check the reflections on the bag! Demo:

Alexandre Devaux

44,165 просмотров • 2 лет назад

Enter the SPLATRIX! We digitized Henry Pearce and converted him over to 4DGS to be played back in real-time. 3D Gaussians Splats in Motion. 4DGS. Our goal was to improve the quality of our AeonX & 4DGS pipeline, with automated background removal to retain fine hair details as well as to improve overall surface consistency on a full torso capture. We're currently using a post process to temporally filter the 2D frames. We still need to solve 4DGS temporal stability. We're hoping to test with Jonathon Luiten dynamic gaussian code soon... 🙏 for that script! We captured this performance under global illumination. This is an easy task compared to RGB+W lighting, which is going to be much harder! This is our next challenge. We're posting these snippet videos to show our progress with 3D/4DGS. We plan to write a full blog post on our 3D/4DGS journey soon. 3D Gaussian Splatting #GaussianSplatting #inria #radiancefields #ir #aeonx #rgbw #idatronic #ximea #sibr #hdri #60fps More info here - Higher Quality Videos:
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Enter the SPLATRIX! We digitized Henry Pearce and converted him over to 4DGS to be played back in real-time. 3D Gaussians Splats in Motion. 4DGS. Our goal was to improve the quality of our AeonX & 4DGS pipeline, with automated background removal to retain fine hair details as well as to improve overall surface consistency on a full torso capture. We're currently using a post process to temporally filter the 2D frames. We still need to solve 4DGS temporal stability. We're hoping to test with Jonathon Luiten dynamic gaussian code soon... 🙏 for that script! We captured this performance under global illumination. This is an easy task compared to RGB+W lighting, which is going to be much harder! This is our next challenge. We're posting these snippet videos to show our progress with 3D/4DGS. We plan to write a full blog post on our 3D/4DGS journey soon. 3D Gaussian Splatting #GaussianSplatting #inria #radiancefields #ir #aeonx #rgbw #idatronic #ximea #sibr #hdri #60fps More info here - Higher Quality Videos:

Infinite-Realities

90,625 просмотров • 2 лет назад

2d-to-3d video Gaussian splatting, fully local on an M4 Max. using Rerun for visualization.
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2d-to-3d video Gaussian splatting, fully local on an M4 Max. using Rerun for visualization.

Jaskirat Singh

103,996 просмотров • 5 месяцев назад

Normally, 3D Gaussian Splatting stops at “pretty renders”. 😎 Our 3DGS→Mesh 2.0 doesn’t stop there. 😤 We merged mesh generation into Gaussian optimization itself 🧭— predicting normals, filtering reflections✨, and forming surfaces as it trains. Result: manifold, reflection-aware mesh from pure Gaussians🚀
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Normally, 3D Gaussian Splatting stops at “pretty renders”. 😎 Our 3DGS→Mesh 2.0 doesn’t stop there. 😤 We merged mesh generation into Gaussian optimization itself 🧭— predicting normals, filtering reflections✨, and forming surfaces as it trains. Result: manifold, reflection-aware mesh from pure Gaussians🚀

KIRI Engine - 3D Scanner App

40,927 просмотров • 8 месяцев назад

Glad to have the opportunity to collaborate with the World Labs team on their new tool Marble! It’s currently the best tool for generating 3D worlds with Gaussian Splatting. Here are some of the results I’ve been getting and putting together in a video.
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Glad to have the opportunity to collaborate with the World Labs team on their new tool Marble! It’s currently the best tool for generating 3D worlds with Gaussian Splatting. Here are some of the results I’ve been getting and putting together in a video.

Cristian Peñas ░░░░░░░░

42,022 просмотров • 9 месяцев назад

airtable like filtering and sorting with TANSTACK table v9 and shadcn ui. filtering and sorting are auto generated based on the column definitions.
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airtable like filtering and sorting with TANSTACK table v9 and shadcn ui. filtering and sorting are auto generated based on the column definitions.

sadman

80,780 просмотров • 1 год назад

📢 I’m testing ViggleAI new AI tool, PINOC, and it’s seriously impressive. You can create 3D Gaussian splatting models from just one image and animate them with a video! It’s the first AI I’ve tried that can animate Gaussian splatting models. I also talked to someone from Viggle, and they might add the option to import your own Gaussian splatting models and animate them. If that happens, I’ll probably make a video tutorial showing how to boost the detail level of a Gaussian splatting model by 4x to create highly realistic animated characters.
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📢 I’m testing ViggleAI new AI tool, PINOC, and it’s seriously impressive. You can create 3D Gaussian splatting models from just one image and animate them with a video! It’s the first AI I’ve tried that can animate Gaussian splatting models. I also talked to someone from Viggle, and they might add the option to import your own Gaussian splatting models and animate them. If that happens, I’ll probably make a video tutorial showing how to boost the detail level of a Gaussian splatting model by 4x to create highly realistic animated characters.

Alex

29,516 просмотров • 1 месяц назад

riffin' on forms is fun 3D CSS transforms + SVG filtering with feDisplacementMap 🤙
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riffin' on forms is fun 3D CSS transforms + SVG filtering with feDisplacementMap 🤙

jhey ʕ•ᴥ•ʔ

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Code released: "GaussianObject: Just Taking Four Images to Get A High-Quality 3D Object with Gaussian Splatting"

MrNeRF

22,274 просмотров • 2 лет назад

4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Contributions: • We introduce 4D LangSplat for open-vocabulary 4D spatial-temporal queries. To the best of our knowledge, we are the first to construct 4D language fields with object textual captions generated by MLLMs. • To model smooth transitions across states for objects in 4D scenes, we propose a status deformable network to capture continuous temporal changes. • Experiential results show that our method attains state-of-the-art performance for both time-agnostic and time-sensitive open-vocabulary queries.
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4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Contributions: • We introduce 4D LangSplat for open-vocabulary 4D spatial-temporal queries. To the best of our knowledge, we are the first to construct 4D language fields with object textual captions generated by MLLMs. • To model smooth transitions across states for objects in 4D scenes, we propose a status deformable network to capture continuous temporal changes. • Experiential results show that our method attains state-of-the-art performance for both time-agnostic and time-sensitive open-vocabulary queries.

MrNeRF

10,953 просмотров • 1 год назад

3D gaussian splatting + time (video) = 4D gaussian splatting is now possible This means in the near future you'll be able to fly around on your phone in any video you recorded A lot like the "braindance" in Cyberpunk 2077
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3D gaussian splatting + time (video) = 4D gaussian splatting is now possible This means in the near future you'll be able to fly around on your phone in any video you recorded A lot like the "braindance" in Cyberpunk 2077

@levelsio

590,013 просмотров • 1 год назад

Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video Contribution quote from the paper: In summary, our main contributions are • a comprehensive pipeline for reconstructing the shape, appearance, and behavior of real-world garments using Gaussian splatting, • an algorithm for registering garment meshes to multi- view videos with an optimization procedure based on Gaussian splatting, and • a Gaussian Garment representation that combines triangle meshes with Gaussian textures to capture photorealistic appearance and can be used as a fully controllable 3D asset.
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Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video Contribution quote from the paper: In summary, our main contributions are • a comprehensive pipeline for reconstructing the shape, appearance, and behavior of real-world garments using Gaussian splatting, • an algorithm for registering garment meshes to multi- view videos with an optimization procedure based on Gaussian splatting, and • a Gaussian Garment representation that combines triangle meshes with Gaussian textures to capture photorealistic appearance and can be used as a fully controllable 3D asset.

MrNeRF

27,277 просмотров • 1 год назад

I gave a talk on "Getting Started with 3D Gaussian Splatting" at the Khronos Group WebGL/WebGPU meetup. Check it out!
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I gave a talk on "Getting Started with 3D Gaussian Splatting" at the Khronos Group WebGL/WebGPU meetup. Check it out!

Will Eastcott

11,495 просмотров • 1 год назад

ActionMesh Animated 3D Mesh Generation with Temporal 3D Diffusion
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ActionMesh Animated 3D Mesh Generation with Temporal 3D Diffusion

AK

12,327 просмотров • 4 месяцев назад

The new Elevation controller widget is going to be really helpful for exploring your elevation data. It's the equivalent of the temporal controller, but for Z filtering. Now available in the nightly release. Trelleborg, the Viking ring fortress in Denmark #QGIS North Road
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The new Elevation controller widget is going to be really helpful for exploring your elevation data. It's the equivalent of the temporal controller, but for Z filtering. Now available in the nightly release. Trelleborg, the Viking ring fortress in Denmark #QGIS North Road

Kurt Menke - @geomenke.bsky.social

11,897 просмотров • 2 лет назад

'3D Gaussian Splatting for Real-Time RF Rendering' rose to the 2nd challenge I presented. The magnifying glass isn't still crystal clear, but the result is compelling. Look at the small details/hairs on the succulent plant. Rendered in real-time. #gaussiansplatting #3D #AI
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'3D Gaussian Splatting for Real-Time RF Rendering' rose to the 2nd challenge I presented. The magnifying glass isn't still crystal clear, but the result is compelling. Look at the small details/hairs on the succulent plant. Rendered in real-time. #gaussiansplatting #3D #AI

Hugues Bruyère

298,206 просмотров • 2 лет назад

Filtering the undesirables with elfposting
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Filtering the undesirables with elfposting

Sharky

83,981 просмотров • 1 месяц назад