3D Human Shape Models
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Leonid Pishchulin
Latest commit 52ddec5 Oct 29, 2016

README.md

HUMANSHAPE - 3D Human Shape Modeling, Fitting and Evaluation

This short documentation describes steps necessary to compile and run the 3D human body shape building, manipulation, fitting and evaluation presented in the paper:

Leonid Pishchulin, Stefanie Wuhrer, Thomas Helten, Christian Theobalt and Bernt Schiele
Building Statistical Shape Spaces for 3D Human Modeling In ArXiv, March 2015

http://humanshape.mpi-inf.mpg.de/

Compiling

This code was developed under Linux (Debian wheezy, 64 bit) and was tested only in this environment.

  1. Set MATLAB_HOME in following make files:

    external/lbfgsb-for-matlab/Makefile
    shapemodel/Makefile
    evaluation/statQuality/align.mk
    evaluation/statQuality/evaluation.mk
    
  2. Switch to the top level directory of the source code, issue make from the command line

Getting the models

  1. Download the models
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar.zip
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar-norm-wsx.zip
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar-norm-nh.zip
  1. Unzip the models
    unzip caesar.zip && rm -f caesar.zip
    unzip caesar-norm-wsx.zip && rm -f caesar-norm-wsx.zip
    unzip caesar-norm-nh.zip && rm -f caesar-norm-nh.zip

Getting the fitted meshes

  1. Download the fitted meshes
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar-fitted-meshes.zip
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar-norm-wsx-fitted-meshes.zip
    wget http://datasets.d2.mpi-inf.mpg.de/humanshape/caesar-norm-nh-fitted-meshes.zip
  1. Unzip the fitted meshes
    unzip caesar-fitted-meshes.zip && rm -f caesar-fitted-meshes.zip
    unzip caesar-norm-wsx-fitted-meshes.zip && rm -f caesar-norm-wsx-fitted-meshes.zip
    unzip caesar-norm-nh-fitted-meshes.zip && rm -f caesar-norm-nh-fitted-meshes.zip

Running

  1. Start matlab
  2. Edit file fitting/expParams.m
    1. point p.rootDir to the full path to the source code directory
    2. point p.modelInDir to the model directory, e.g. caesar/
  3. Run demo

TODO

Add evaluation code for

  1. Per-vertex mean fitting accuracy
  2. Total fitting accuracy
  3. Compactness, generalization and specificity

If you have any questions, send an email to leonid@mpi-inf.mpg.de with a topic "humanshape".