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Search robot thinks for itself A robot that can locate lost items on command – this is the latest development at the Technical University of Munich (TUM).

Researchers, including Benjamin Bogenberger, developed a robot that combines #LanguageModels with #3Dvision to locate misplaced objects by building a spatial map and estimating likely locations: go.tum.de/730486

#Robotics #AI

📷A. Schmitz

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Check out the paper and GitHub repo for more details:
📄 arxiv.org/abs/2602.14662
💻 github.com/ericzzj1989/Awesome-Global-Solvers-for-3D-Vision

⭐ Star the repo if you find it useful!

#3DVision #ComputerVision #Robotics
#GlobalOptimization #Optimization #GeometricVision #GeometricPerception

8/8

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Automation is moving from “perfectly placed parts” to real-world randomness — mixed bins, uneven shapes, variable orientation.
know more: zurl.co/6kmVB
#Smidmart #SmartGrippers #Cobots #Robotics #MachineVision #3DVision

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NeMO Finding NeMO: A Geometry-Aware Representation of Template Views for Few-Shot Perception.

Curious? Try it out yourself! The code and checkpoints are publicly available:
🌐 Website: sebastian-jung.github.io/nemo/
💻 GitHub: github.com/DLR-RM/nemo
📄 ArXiv: arxiv.org/abs/2602.04343

#ComputerVision #Robotics #AI #3DVision #PoseEstimation #MachineLearning #NeMO

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Robotic 3D Vision-Guided Shoe Sole Gluing — how it works
know more:zurl.co/7Yuam
Contact Us:9856167814/8983000125
#MachineVision #3DVision #Robotics #Automation #IndustrialAI #SmartManufacturing #QualityEngineering #Industry40 #SmidnyaTechnologies

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Machining + 3D Object Scanning & Positioning — What it really solves ⚙️📐
know more:zurl.co/rUn39
Contact us: 8983000125/8956167814
#3DVision #MachineVision #Metrology #Machining #CNC #RobotGuidance #PoseEstimation #QualityInspection #SmidnyaTechnologies

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🚀 Our paper accepted at #3DV2026 🍁🇨🇦

PI3DETR: end-to-end detection of *3D parametric curve instances* directly from raw point clouds.

Streamlined and end-to-end! 🎯

🌐Project: fafraob.github.io/pi3detr/

@3dvconf.bsky.social #ComputerVision #3DVision

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Ever wondered how a robot can “see” a random pile of parts and still pick the right one? 🤖👁️
To Know more : zurl.co/HXxcv
#MachineVision #3DVision #RobotVision #VisionGuidedRobotics #BinPicking #PickAndPlace #IndustrialAutomation #FactoryAutomation #Robotics #Cobots

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In packaging lines, the biggest enemy is not speed — it’s variation.
👉 Contact us: 8956167814/8983000125
Visit Us: zurl.co/hfZCW
#MachineVision #3DVision #RobotGuidance #PackagingAutomation #PickAndPlace #IndustrialAutomation

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Despite licensing debates, the 2D-to-3D tech has exciting potential! Users envision applications in VR for immersive experiences, filmmaking for rapid prototyping, and generating 3D environments from existing media. Imagine bringing old photos to life! 📸 #3Dvision 4/6

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Red Cyan Glass  - Rdoptical.com

Red Cyan Glass - Rdoptical.com

Experience depth, color, and immersive effects with Red Cyan 3D Glasses from Rdoptical.com 👓✨
Perfect for videos, games, and educational 3D content!

👉 rdoptical.com
#RedCyanGlasses #3DVision #Anaglyph3D #Rdoptical

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3D reconstruction from point clouds is everywhere now—robotics, AR, even industrial inspection. Accuracy depends a lot on handling noisy data and missing geometry. Real-world scenes are messy, but geometric deep learning is making solid progress here 🤔 #3DVision #ItzikThoughtLoop

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How much does our 3D shape analysis depend on the data itself vs the model’s ability to reason about geometry? Are we hitting the limits of perception, or of computation? 🤔 #3DVision #ItzikThoughtLoop

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What makes 3D reconstruction from point clouds reliable for real-world robotics—noise handling, dense data, or the network architecture itself? Sometimes the hardest part is matching lab accuracy to unpredictable environments 🤔 #3DVision #ItzikThoughtLoop

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How much of 3D shape understanding is about raw computation, and how much comes down to good perception models? Sometimes mesh processing feels like searching for a balance between data and intuition 🤔 #3DVision #ItzikThoughtLoop

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Bring your movies and images to life with Red Cyan 3D Glasses from RDOptical.com! 👓✨
Enjoy immersive 3D effects, sharp visuals, and true color depth — perfect for home theaters, classrooms, and 3D enthusiasts. 🎥🌈
#3DGlasses #RedCyanGlasses #RDOptical #3DEffects #HomeTheater #3DVision

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👓 Step into a whole new dimension with Red Cyan Glasses from Rdoptical.com
! 🌈🔭

Upgrade your view today! 🔥

#RedCyanGlasses #3DVision #Rdoptical #3DExperience #TechGear #VisualInnovation #3DGlasses #OpticalSolutions

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The image illustrates an architecture for a large language model, highlighting the Task-Adaptive Gated Router component. It features connections between text and vision tokens, a ViT encoder, and 3D position encoding. Examples demonstrate how the gated router activates based

The image illustrates an architecture for a large language model, highlighting the Task-Adaptive Gated Router component. It features connections between text and vision tokens, a ViT encoder, and 3D position encoding. Examples demonstrate how the gated router activates based

OmniEVA: Bridging the 2D–3D Gap in Embodied AI

New paper introduces OmniEVA, a versatile embodied planner that pushes the boundaries of multimodal large language models (MLLMs) for robotics and spatial reasoning.

Results: OmniEVA achieves state-of-the-art […]

[Original post on det.social]

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Reconstruyendo la IA para el mundo real: La visión 3D de Fei-Fei Li y los modelos del mundo
Reconstruyendo la IA para el mundo real: La visión 3D de Fei-Fei Li y los modelos del mundo YouTube video by En la mente de la máquina, Inteligencia Artificial

Fei-Fei Li, la “madrina de la IA”, apuesta por el 3D para el futuro de la inteligencia artificial. Un paso hacia universos infinitos.

youtu.be/SGvTpsHZzuo

#FeiFeiLi #IA #WorldModels #3DVision #Robótica #AIResearch #AI #genie3

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Discover Circular Polarized Glasses from rdoptical.com – designed to reduce glare, enhance contrast, and protect your eyes in style.

🔗 Shop now at rdoptical.com
#CircularPolarizedGlasses #EyeProtection #PolarizedLenses #OpticalTech #RDOptical #3DVision #VisualClarity

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🚀More good news: our paper SE-GS is accepted as an oral at ICCV 2025 🥳📸

Gaussian Splatting gets another boost 🌈
Code’s out, camera-ready coming soon!
🔗 lnkd.in/gprqxNjq
#ICCV2025 #GaussianSplatting #3DVision
#3Dreconstruction #rendering

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Meet the OpenReview Chairs for 3DV 2026!
We’re excited to have this amazing team leading the review process on OpenReview

Thank you for supporting a fair and transparent review process!
#3DV2026 #OpenReview #3DVision

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TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Urban Digital Twins (UDTs) have become essential for managing cities and integrating complex, heterogeneous data from diverse sources. Creating UDTs involves challenges at multiple process stages, including acquiring accurate 3D source data, reconstructing high-fidelity 3D models, maintaining models' updates, and ensuring seamless interoperability to downstream tasks. Current datasets are usually limited to one part of the processing chain, hampering comprehensive UDTs validation. To address these challenges, we introduce the first comprehensive multimodal Urban Digital Twin benchmark dataset: TUM2TWIN. This dataset includes georeferenced, semantically aligned 3D models and networks along with various terrestrial, mobile, aerial, and satellite observations boasting 32 data subsets over roughly 100,000 $m^2$ and currently 767 GB of data. By ensuring georeferenced indoor-outdoor acquisition, high accuracy, and multimodal data integration, the benchmark supports robust analysis of sensors

🌍🏙️📊 discover tum2twin, the first large-scale benchmark for urban digital twins, featuring rich multimodal data and high-fidelity 3d models for next-gen city analysis
https://arxiv.org/abs/2505.07396v2
#digitaltwin #3dvision #urbantech #benchmark #reconstruction

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ACT-R: Adaptive Camera Trajectories for 3D Reconstruction from Single Image We introduce adaptive view planning to multi-view synthesis, aiming to improve both occlusion revelation and 3D consistency for single-view 3D reconstruction. Instead of generating an unordered set of views independently or simultaneously, we generate a sequence of views, leveraging temporal consistency to enhance 3D coherence. Most importantly, our view sequence is not determined by a pre-determined camera setup. Instead, we compute an adaptive camera trajectory (ACT), specifically, an orbit of camera views, which maximizes the visibility of occluded regions of the 3D object to be reconstructed. Once the best orbit is found, we feed it to a video diffusion model to generate novel views around the orbit, which in turn, are passed to a multi-view 3D reconstruction model to obtain the final reconstruction. Our multi-view synthesis pipeline is quite efficient since it involves no run-time training/optimization, only forward inferences by applying the pre-trained models for occlusion analy

🎥🤖✨ discover adaptive camera paths that smartly reveal hidden details for single-image 3d reconstruction, using video diffusion and multi-view synthesis for strikingly consistent results
https://arxiv.org/abs/2505.08239v1
#3dvision #diffusion #multiview #occlusion #novelviews

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Shaping the Future of 3D: Insights from the ELLIS Workshop on 3D Vision and Graphics 2025 The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI...

Can genAI models replace explicit 3D representations?
At the recent #ELLISProgram workshop, leading researchers explored that tension—sharing insights on NeRFs, Gaussian Splatting, foundation models, and the future of controllable 3D scene understanding. See more: bit.ly/3EpHxKr

#3DVision #Graphics

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In a first, breakthrough 3D holograms can be touched, grabbed and poked Futuristic holograms you can manipulate have become a reality sooner than we thought, thanks to breakthrough display.

Holograms that can be physically manipulated have made their way out of science fiction and into real life thanks to a breakthrough in mixed reality technology. #holograms #xr #mr
#3d #3dgraphics #3dvision
www.livescience.com/technology/v...

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Nodar and Leopard Imaging advance 3D stereo vision
#3Dvision #ADAS #advanceddrivingassistancesystem #AIbasedimaging #AutonomousVehicle #AV #Futurride #HammerheadDevelopmentKit20 #highdefinitioncamera #LeopardGMSL2camera #LeopardImaging #NODAR #NODARHammerhead #Nvidia
futurride.com/2025/03/24/n...

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Pow3R: empowering unconstrained 3D reconstruction with camera and scene priors CVPR 2025 publication

🧵3/9
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera & Scene Priors
Using priors (intrinsics, pose, depth), we improve 3D recon & enable native-res inference & point-cloud completion #3DVision Jang et al.
Abstract: europe.naverlabs.com/research/pub...

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Plus these guys have 3D polarised vision and can see UV light whilst scanning their environment like a barcode reader - some of the most sophisticated eyes in the animal kingdom!

#mantisshrimp #amazinganimals #3dvision

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Foundation Models Transform 3D AI by Bridging Vision, Language, and Spatial Learning Researchers explore how foundation models, originally developed for 2D vision and language tasks, are revolutionizing 3D point cloud understanding by leveraging multimodal learning techniques.

Foundation Models Transform 3D AI by Bridging Vision, Language, and Spatial Learning 🚀🤖📡 www.azoai.com/news/2025020... #AI #3DVision #MachineLearning #DeepLearning #PointClouds #ComputerVision #Robotics #AutonomousSystems #MultimodalAI #Innovation

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