Masked Fisher Detector

What is this?

This is code for object detection on images. The method is described in the paper
  AUTHOR = {Cinbis, Ramazan Gokberk and Verbeek, Jakob and Schmid, Cordelia}, 
  TITLE = {{Segmentation Driven Object Detection with Fisher Vectors}}, 
  BOOKTITLE = {{ICCV 2013 - IEEE International Conference on Computer Vision}}, 
  YEAR = {2013}, 
  MONTH = Dec, 
  KEYWORDS = {object detection, fisher vectors}, 
  ADDRESS = {Sydney, Australia}, 
  URL = {} 
The paper is available here. It is applied by default on the Pascal VOC detection challenge.

How to use

Download the package here: maskfishdet-1.5.tgz, and start reading the README.

The code works on data from the Pascal dataset, re-packaged here: maskfishdet_1.1_data.tgz.

You will need a powerful Linux machine with a lot of RAM and disk space, and a Matlab license.

Found masks

Input image
A segment from UVA
Our mask
application of mask

Last modified: Mon Feb 3 19:14:53 CET 2014