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MSER

This repository stores the Borg Lab's work on Maximally Stable Extremal Regions extraction, association, and 3D projection. It is divided into two main folders.

mser_2d

This directory contains Matlab code that processes input videos, performs MSER region detection, and associates detected regions according to a nearest neighbor algorithm.

mser_3d

This directory contains C++ code that takes as input the associated regions from mser_2d and uses these associations to project 3D objects into a virtual scene.

Prerequisites

  1. Matlab
  2. VL Feat: Download and copy folder into the top level directory of this project.
  3. GTSAM: Download and install according to its instructions.
  4. Extra video drivers/software for the Linux version of Matlab:
  • a. sudo add-apt-repository ppa:mc3man/trusty-media
  • b. sudo apt-get install ffmpeg gstreamer0.10-ffmpeg
  • c. sudo apt-get install libgstreamer0.10-dev gstreamer-tools gstreamer0.10-tools gstreamer0.10-doc
  • d. sudo apt-getinstall gstreamer0.10-plugins-base gstreamer0.10-plugins-good gstreamer0.10-plugins-ugly gstreamer0.10-plugins-bad gstreamer0.10-plugins-bad-multiverse
  1. Datasets: Download this folder https://drive.google.com/folderview?id=0B_huqLwo5sS1TG9veVBSQ285Ums&usp=sharing and add it to the top level mser directory.

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Region-based 3D reconstruction with GTSAM.

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