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3d-vision's Introduction

3d-vision

这是我学习3d视觉中的一些笔记

主要包括以下几个模块:

3D Reconstruction

  • 3D Reconstruction summry

Calibration

  • Camera Calibration

Camera Lens

  • Fisheye camera
  • 希区柯克镜头

Math

  • 矩阵
  • 奇异值分解Singular Value Decomposition

Geometry

  • Camera model
  • Triangulation
  • Transformation
  • Epipolar Geometry (2d-2d)
  • PNP: Perspective-n-point (2d-3d)
  • ICP: Iterative Closest Point (3d-3d)
  • Homography

Paper

Point cloud

  • ICP: Iterative Closest Point (3d-3d)

Robust Estimation

  • RANSAC: RAndom SAmple Consensus

Open3d

  • Introduction & Get start
  • Geography
  • KinnectFusion
  • Pipeline
  • Visualization

Image Processing

  • Filter
  • Blue noise sampling
  • Image matching

Project

  • Minth
    • OpenMVG Calibration & Measure
    • Local base measure

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