Category: News

  • Open Source After Work

    Open Source After Work

    On Tuesday 09 December 2025 , Candice Bentéjac and Fabien Castan presented Meshroom at an open source after work event hosted by Cap Digital and co-organized by CST, and FICAM. The session concluded with engaging discussions among the attendees.

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    See the full session (in French) here.

  • Baptiste Brument Thesis Defense

    Baptiste Brument Thesis Defense

    We are pleased to announce the PhD defense of a thesis dedicated to improving the robustness and accuracy of 3D reconstruction methods by integrating explicit models and leveraging physical (reflectance, shading, refraction) and geometric (gradients, silhouettes) properties.

    Rather than proposing entirely new approaches, this research enhances existing geometric and differentiable rendering frameworks, extending their applicability to challenging scenes and materials.

    The work introduces four main contributions:

    1. MVS with image gradients – improving surface normal estimation and matching precision.
    2. 3D reconstruction in refractive media – modeling refraction explicitly for multi-view stereo (RMVS).
    3. Shading-based surface reconstruction (SfS-NeuS) – resolving ambiguities on weakly textured surfaces.
    4. Photometric prior re-parametrization (RNb-NeuS) – robustly fusing normal and reflectance data.

    This thesis advances the pursuit of high-fidelity geometry reconstruction in complex and previously unresolved imaging scenarios.

    https://bbrument.github.io

  • Release 2025.1

    Release 2025.1

    Meshroom has now become a node-based visual programming toolbox for creating, managing, and executing complex data processing pipelines, with a new plugin architecture.
    Standard computer vision pipelines such as photogrammetry, camera tracking, HDR panorama, Lidar Meshing, Raw image files conversion and color calibration are now unified within the AliceVision plugin, featuring numerous improvements and optimizations.
    Additionally, new AI-powered capabilities include a semantic segmentation plugin and a collection of open-source extensions available via the new MeshroomHub: https://github.com/meshroomHub. This platform enables Gaussian Splatting, monocular depth estimation, and other exploratory features, welcoming developer contributions to expand and enhance these capabilities for upcoming releases.

    Highlights

    Meshroom New Features

    • Advanced Plugin Architecture: Dedicated sub-process isolation for Python nodes with independent local environments
    • Integrated Development Tools:
      • Built-in Python script editor
      • Node’s source code hot-reload for rapid node development iterations
    • Enhanced GraphEditor:
      • Dynamic output attributes enabling new workflow usages
      • New InputNode type enabling interactive evaluation without explicit computation
      • Multiple edge disconnection methods and node colorization for better user experience
      • Node notifications to attribute changes
    • Enhanced 2D Viewer:
      • Initial timeline integration with sequence playback controls
      • New Reflectance Transformation Imaging (RTI) Viewer: Interactive visualization of albedo and normal maps with real-time lighting control
      • New Home Page: featuring pipeline templates and quick access to recent projects.

    AliceVision Plugin New Features

    • New Pipelines
      • Color Calibration: Automated color correction from color charts
      • Raw to EXR conversion: Professional image format processing
      • Object Reconstruction: Targeted reconstruction with automatic object segmentation
      • Turntable Object Reconstruction: Streamlined workflow for rotating object capture
      • 360° Object Reconstruction: Reconstruction of complete dual-sided scanning
      • LiDAR Processing: Native E57 file import with integrated mesh generation
      • Multi-View Photometric Stereo: Advanced surface detail reconstruction with multiple light sources for each viewpoint.
    • Pipelines Improvements
      • Camera Tracking pipeline: improved stability and reliability
      • Introduced experimental fine-grained pipelines for increased modularity and workflow flexibility
    • Core Enhancements
      • Python Bindings Integration: Enhanced AliceVision accessibility with native Python support for streamlined Machine Learning workflows

    New MrSegmentation Plugin

    AI segmentation nodes that identify and isolate image objects using natural language prompts, enabling intuitive content-aware processing through foundation models.

    MeshroomHub Plugins

    We’re excited to introduce new experimental Machine Learning plugins available on MeshroomHub.
    These plugins showcase the future of Meshroom workflows, though they currently require developer setup and cannot be installed through the user interface yet.

    • mrGSplat: Gaussian Splat optimization and rendering
    • mrDepthEstimation: Monocular depth inference
    • mrDenseMotion: Optical flow estimation
    • mrRoma: Dense deep feature matching
    • mrIntrinsicImageDecomposition: Albedo, normals, and material extraction
    • mrDeblurring: Video deblurring
    • mrGeolocation: GPS extraction and geographic models download

    Based on AliceVision 3.3.0.

  • César & Techniques Innovation: MPC Takes the Prize

    César & Techniques Innovation: MPC Takes the Prize

    The César & Techniques Innovation Award 2025 was awarded to MPC.

    MPC is a company that offers comprehensive, tailor-made VFX solutions for feature films and series by finding technical and creative post-production solutions that enable them to bring their vision to life.

    Presentation of the innovation

    MPC has developed Meshroom an open source tool to automate camera tracking. This innovation accurately estimates camera movements during filming, saving valuable time when starting VFX work.

  • CNRS’s OPEN Project

    CNRS’s OPEN Project

    AliceVision Receives Support from CNRS’s OPEN Project.

    We are proud to announce that AliceVision has received new funding from the OPEN project of the CNRS (French National Centre for Scientific Research) led by Jean-Denis Durou: “DOPAMIn : Diffusion Open de Photogrammétrie par AliceVision/Meshroom pour l’Industrie”.

    This support will strengthen the project’s development, expand its features, and foster industrial collaborations. Integration within the CNRS 3D-HN consortium will further ensure that AliceVision’s technologies are shared and adopted by a broader scientific and technical community.

    This partnership marks an important step toward advancing open, collaborative, and high-quality 3D reconstruction technologies for research, culture, and industry.

  • Eurographics 2024

    Eurographics 2024

    Presentation of Meshroom af the Industrial Track.

  • Release 2023.1

    Release 2023.1

    New version of Meshroom 2023.1 with new Color Management, improved 3D Reconstruction and Panorama pipelines.

    Release Notes Summary

    • Major improvements of the depth map quality, performances and scalability. The full resolution can now be computed on most of the standard GPUs.
    • FeatureExtraction is now using DSP-SIFT by default for the 3D Reconstruction pipeline.
    • Capacity to create panoramas with very high resolutions using a limited amount of memory.
    • Enhanced interpretation of RAW images, including new support for Adobe Digital Camera Profile and Lens Camera Profiles databases (if installed on your workstation).
    • Improved color management with OCIO support and more options to export in various color spaces including ACEScg.
    • New graph templates enabling users to create custom pipelines.
    • Expose a new experimental pipeline for Camera Tracking.
    • Improved GraphEditor with copy-paste and multi-selection.
    • Improved ImageGallery with thumbnails cache and search options.
    • 2D Viewer is now using floating-point images by default.
    • And a very large amount of UI improvements and bug fixes.

    Full Release Notes: https://github.com/alicevision/meshroom/blob/v2023.1.0/CHANGES.md

  • Hackathon MicMac in Meshroom

    Hackathon MicMac in Meshroom

    One day of hackathon and we already have a first MicMac pipeline integrated in Meshroom!

    https://github.com/meshroomHub/MeshroomMicMac

  • Best Paper Award at MMSys 2021

    Best Paper Award at MMSys 2021

    Carsten Griwodz, Simone Gasparini, Lilian Calvet, Pierre Gurdjos, Fabien Castan, Benoit Maujean, Yann Lanthony and Gregoire De Lillo have been awarded to Best Open Dataset and Software Paper Award at MMSys 21 for the publication “AliceVision Meshroom: An Open-Source 3D Reconstruction Pipeline“.

  • Epic Games MegaGrant

    Epic Games MegaGrant

    AliceVision Receives Epic MegaGrant to Boost Open-Source 3D Reconstruction

    We’re thrilled to announce that AliceVision, the non-profit organization behind the open-source photogrammetry framework and Meshroom, has received an Epic MegaGrant from Epic Games!

    This grant will accelerate our mission to democratize photogrammetry by improving the Multi-View Stereo (MVS) component of AliceVision—making 3D reconstruction faster, more reliable, and easier to maintain.

    Our focus is on enhancing the readability and performance of the MVS code, profiling current bottlenecks, and optimizing the depth map estimation process—one of the most computationally demanding stages in 3D asset creation.

    With Epic’s support, we aim to deliver a smoother, more interactive experience for creators and researchers alike, bringing high-quality 3D digitization to everyone.