ICE CYPRESS

Mirauge3D Automatic Image 3D Modeling System

City-Scale 3D Reconstruction · 99.9%+ Aerial Triangulation Success Rate · Efficient Processing for Massive Datasets

Core Advantages

Built for Large-Scale 3D Reconstruction

Robust Aerial Triangulation

Supports robust aerial triangulation for large and complex datasets, with sparse-control-point-assisted adjustment and a 99.9%+ success rate achieved in validated projects.

High-Speed Processing

Delivers up to 26× faster bundle adjustment than traditional algorithms in validated benchmark tests, processing 13,682 images in 20 minutes and scaling to million-image datasets.

Multi-Source Compatibility

Supports multiple data sources, including satellite imagery, aerial photography, UAV imagery, mobile imagery, LiDAR and structured-light scanning.

High-Precision Reconstruction

Adaptive matching improves reconstruction in weak-texture areas, while LiDAR integration supports more complete geometry and surface detail.

Cross-Platform Compatibility

Compatible with mainstream operating systems and hardware environments, with outputs including DEM, DSM, DOM and TDOM.

Automated Workflow

Automates routine tasks such as classification and seamline optimization to streamline production workflows and reduce manual processing.

Built for Massive Datasets

Stable, Efficient Aerial Triangulation at Scale

Dual-Engine Drive

Dual-Engine Drive

Combines parallel free-network adjustment with GPU-accelerated bundle adjustment in the in-house M3At engine, improving processing efficiency, gross-error handling and adjustment stability.

Dual-Mode Adjustment

Supports GPS-assisted adjustment with sparse control points, including four-corner and four-corner-plus-center layouts, as well as control-point-free adjustment workflows.

Dual-Mode Adjustment
Intelligent Collaborative Efficiency

Distributed Collaborative Processing

Supports multi-engine processing on a single workstation and Redis-based collaboration across nodes, with automatic node discovery and no manual project-path configuration.

Intelligent Collaborative Efficiency

Single-machine multi-engine support, stable Redis-powered collaboration, master node auto-identifies activated nodes, no manual project path setup.

Intelligent Collaborative Efficiency
Efficient DOM & TDOM Production

Fast Orthophoto Mosaicking & Optimization

Dual-Mode Rapid Mosaicking

Dual-Mode Rapid Mosaicking

Fast mode processes 10,000 UAV images in 45 minutes under tested conditions, while standard mode prioritizes detail and output quality.

Smart Mosaic Line Optimization:

Smart Mosaic Line Optimization

Intelligent Seamline Optimization — Automatically optimizes seamline placement around buildings and abrupt color transitions, with interactive editing and real-time preview for manual refinement.

Intelligent Light/Color Homogenization

Intelligent Light/Color Homogenization

Radiometric & Color Balancing — Compensates for brightness and color variation across imagery to improve visual consistency and reduce visible mosaic artifacts.

Multi-Format Output

 

Exports DOM, TDOM and DSM products, with support for KML and other commonly used formats.

High-Fidelity 3D Reconstruction

3D Modeling & High-Fidelity Reconstruction

Multi-Source Joint Reconstruction

Multi-Source Joint Reconstruction

Supports joint reconstruction from LiDAR point clouds and multi-view imagery across aerial, ground, indoor and outdoor data sources, reducing dependence on field control points in supported workflows.

Adaptive Dense Matching

Combines multiple dense-matching strategies to improve reconstruction in weak-texture areas and reduce over-smoothing, with mesh optimization for finer surface detail.

Adaptive Dense Matching
Large-Scale Efficient Processing

Large-Scale Efficient Processing

Supports rapid point-cloud tiling, automatic texture baking and LOD generation for both object-scale and city-scale reconstruction.

Format Conversion & Web Collaboration

Supports model conversion such as OSGB to B3DM, point/line/area measurement, and web-platform publishing for collaborative viewing and analysis.

Diversified Application Expansion
Accurate & Efficient Classification

Point Cloud Processing · Intelligent Classification

Multi-Format Compatibility

Multi-Format Compatibility

Supports common point-cloud formats including LAS, TXT, PLY and XYZ for efficient loading, processing and export.

Dual-Mode Intelligent Classification

Dual-Mode Intelligent Classification

One-click auto-classification (90% accuracy, supports custom parameters); supervised classification with random forest algorithm, allowing custom category training (over 80% accuracy) and trainable model parameter reuse.

Professional Editing Tools

Professional Editing Tools

Provides synchronized dual-window viewing, custom coloring, TIN/Delaunay triangulation, rapid selection tools and DEM outputs for downstream orthophoto production.

Application Scenarios

Applications Across Mapping, Digital Twins & Monitoring

Surveying & Mapping Planning

Surveying & Mapping Planning

Surveying & Planning — Supports efficient mapping and 3D data production for surveying, engineering design and large-area planning workflows.

Cadastral Surveying

Cadastral Surveying

Supports cadastral and land-parcel surveying workflows with detailed spatial data for mapping and measurement.

Digital Twin

Digital Twin

Provides detailed 3D spatial models for urban, industrial and park-level digital twin applications, supporting visualization, measurement and spatial analysis.

Emergency Rescue & Disaster Relief

Emergency Rescue & Disaster Relief

Rapidly reconstructs disaster-affected terrain and site conditions to support damage assessment, situational understanding and response planning.

Deformation Monitoring

Deformation Monitoring

Supports slope analysis, earthwork calculation and multi-temporal terrain or structure comparison for deformation assessment and project monitoring.

Aerospace & Military

Aerospace & Military

Supports orthophoto production, 3D reconstruction and satellite-image modeling for applications requiring high processing accuracy and stability.

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