Skip to content
/ GF-HOG Public

Gradient Field Histogram of Orientated Gradients descriptor for Large Scale Sketch based Image Retrieval

License

Notifications You must be signed in to change notification settings

StTu/GF-HOG

Repository files navigation

Readme

Acknowledgement

To use this code please acknowlege where this code was used from:

James S, Collomosse J. "Interactive Video Asset Retrieval using Sketched Queries". CVMP'14

See http://stuart-james.com/Publications/ for more details

Info

Developed By: Stuart James

Start Date: 04 July 2012

Version Publish Date: 04 March 2013

Version Number: 1.0

Development Info: Requires SuperLu, OpenCV

Credit: John Collomosse (Base Code), Rui Hu (Algorithm[1])

References:

    [1] Rui Hu; Barnard, M.; Collomosse, J.;
    "Gradient field descriptor for sketch based retrieval and localization,"
    Image Processing (ICIP), 2010 17th IEEE International Conference on ,
    vol., no., pp.1025-1028, 26-29 Sept. 2010 doi: 10.1109/ICIP.2010.5649331

License:

    BSD License, Copyright (c) 2012, Stuart James

            See: http://stuartjames.info/license.aspx

Running

  1. Modify Makefile or VS Project File for library paths Dependencies - SuperLU - OpenCV

  2. Compile

  3. Execute on a single image,

     Parameters:
    
             -i [IN: image path]*
    
             -m [IN: mask image path]
    
             -t [IN: 0(Sketch)/1(Image)]*
    
             -s [IN: Scale image to value(in pixels), maintaining aspect ratio]
    
             -g [OUT: gradient image path]
    
             -o [OUT: descriptors path]*
    
     * = required
    

e.g. GFHOG.exe -i "myImage.jpg" -t 1 -s 100 -o "myImage.des"

About

Gradient Field Histogram of Orientated Gradients descriptor for Large Scale Sketch based Image Retrieval

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published