Active Shape Model C++ Library (ASMLibrary)

Dependencies

• opencv (1.0 or later for Windows/Linux/MacOSX/Android)

How to build your program

• Windows

  Open src/build.dsw(sln) and src/fit.dsw(sln) under the enviroment of Microsoft VS.

• Linux/MacOSX

  Goto linux/macosx directory and type make command.

• Android

  Redirect to repo [asmlibrary-android] (https://github.com/greatyao/asmlibrary-android)

Quick Tutorial

Prepare:

• For model training, you should have several pairs of images and annotations. ASMLibrary supports pts and asf format.
• Download the imm dataset from AAM-API's homepage link: IMM Dataset
• Download FRANCK dataset annotated by Cootes link: Cootes's Dataset
• Download helen dataset from this link: Helen Dataset
• You can generate your pts file by using Cootes's am_tools and asf file by using Stagmman's aam-api.

Training

build -i 1 -p 4 -l 8 ../franck jpg pts haarcascade_frontalface_alt2.xml franck.amf

Fitting

• Image alignment on an image using 30 iterations

  fit -m my.amf -h haarcascade_frontalface_alt2.xml -i aa.jpg -n 30

• Face tracking on a video file

  fit -m my.amf -h haarcascade_frontalface_alt2.xml -v bb.avi -n 25

• Face tracking on live camara

  fit -m my.amf -h haarcascade_frontalface_alt2.xml -c 0

Question

if you have any question, contact me at [email protected], THANKS.