From help-request at octave dot org Tue Feb 14 05:01:26 2006 Subject: Re: SIFT image descriptor patch From: Etienne Grossmann To: =?iso-8859-1?Q?S=F8ren?= Hauberg Cc: etienne at cs dot uky dot edu, etienne@isr.ist.utl.pt, etienne.grossmann@laposte.net, Octave Help , etienne@cs.uky.edu Date: Tue, 14 Feb 2006 05:56:37 -0500 Are the rsults ugly? On Mon, Feb 13, 2006 at 09:36:33PM +0100, Søren Hauberg wrote: # Etienne, # Thanks for doing this, it's nice to have SIFT in Octave. # I get the following error on some images: # # error: linspace: npoints is 1, but x1 != x2 # error: evaluating argument list element number 1 # error: evaluating argument list element number 2 # error: evaluating assignment expression near line 28, column 6 # error: evaluating for command near line 22, column 1 # error: called from `imglines' in file `/home/sh/Dokumenter/Robot # projekt/Octave siftDemo/imglines.m' # error: evaluating assignment expression near line 42, column 9 # error: evaluating if command near line 14, column 1 # error: called from `showkeys' in file `/home/sh/Dokumenter/Robot # projekt/Octave siftDemo/showkeys.m' # # I fixed this by a very dirty hack. That is, # if (len <= 1) len = 2; endif # in imglines.m # # Thanks, # Søren # # tir, 27 12 2005 kl. 11:32 -0500, skrev Etienne Grossmann: # > Hi All, # > # > this patch could be of interest to octave users who do image # > processing. You can apply it to the matlab code in siftDemoV4 [1] to # > allow octave to extract SIFT image features [2] with David Lowe's # > package. # > # > The SIFT image detector identifies interest points, somewhat like a # > corner detector does, and gives them a local descriptor. The # > descriptor can then be used for matching purposes (another way to # > perform matching could be correlation of a small window around the # > feature). Wrt to corners + local window correlation, SIFT features are # > more robust to changes in illumination and viewpoint [3] and they are # > increasingly used in computer vision. # > # > The siftDemo has functions to find sift features and to perform # > matching. I've tested the patch under octave+linux, matlab+linux (it # > works) and octave+win (it fails, probs w/ imagemagick + double). # > # > Hth, # > # > Etienne # > # > # > # > [1] http://www.cs.ubc.ca/spider/lowe/keypoints/siftDemoV4.zip # > # > Synopsis: # > # > unzip siftDemoV4.zip; # > cd siftDemoV4; # > patch -p1 < mySift.patch # > # > In octave, make sure sift.m is in your path, then # > # > >> [image, descriptors, locs] = sift("/home/etienne/prog/various/siftDemoV4/book.pgm"); # > >> showkeys(image, locs) # > # > See also 'help match' # > # > [2] http://www.cs.ubc.ca/~lowe/keypoints/ # > # > David G. Lowe, Öbject recognition from local scale-invariant # > features," International Conference on Computer Vision, Corfu, # > Greece (September 1999), pp. 1150-1157. # > # > [3] A performance evaluation of local descriptors Krystian # > Mikolajczyk, Cordelia Schmid International Conference on Computer # > Vision & Pattern Recognition - June 2003 # > # > http://lear.inrialpes.fr/pubs/2003/MS03/mikolajczyk_cvpr2003.pdf # > # > -- Etienne Grossmann ------ http://www.cs.uky.edu/~etienne ------------------------------------------------------------- Octave is freely available under the terms of the GNU GPL. Octave's home on the web: http://www.octave.org How to fund new projects: http://www.octave.org/funding.html Subscription information: http://www.octave.org/archive.html -------------------------------------------------------------