To make the center the lower left corner and have theta go in the right
direction, we actually need houghTransform&.|.

Everything else looks satisfactory.

Also, does anybody know how to load .png files?

Marshall

-----Original Message-----
From: [email protected]
[mailto:[email protected]] On Behalf Of Sherlock, Ric
Sent: Tuesday, September 14, 2010 11:52 PM
To: Programming forum
Subject: Re: [Jprogramming] Hough transform

I think theta should only go to 1p1. I'd leave viewmat out of the main verb.

NB.*houghTransform v Produces a density diagram of image y in hough space
NB. y is picture as an array with 1 at non-white points, NB. x is resolution
(width,height) of resulting image
houghTransform=:4 :0
  'w h'=.x
  rho=. y hough~ o. (%~ 0.5+i.) w      NB. rho for each pixel at each theta
  'min max'=. (<./ , >./)@, rho
  rho=. <. 0.5+ h * (max-min) %~ min -~ rho  NB. Rescale and round rho to
int from 0 to h
  ([: <:@(#/.~) (i.h)&,)"1&.|: rho     NB. consolidate into picture
)

NB. Where hough is one of these equivalent verbs:

NB.*hough v Returns rho values of each theta value x for picture y.
NB. y is picture as an array with 1 at non-white points, NB. x is values to
test at
hough=:4 :0
  ind=. 4$.$. y     NB. Indices of points in y
  ind +/ .* 2 1 o./ x
)
hough=: 4 :'(2 1 o./ x) +/ .*~ 4$.$.y'
hough=: 2 1&(o./)@[ +/ .*~ 4 $. $...@]

Note 'Example use:'
   require 'viewmat media/platimg'
   Img=: readimg jpath '~temp/pentagon.png'
   viewmat 320 240 houghTransform _1 > Img
)


> From: Marshall Lochbaum
> Sent: Wednesday, 15 September 2010 13:30
> 
> I think this gives the correct plot. It also uses viewmat, but just to 
> plot the final array.
> 
> NB. Y is picture as an array with 1 at black points, x is values to 
> test at NB. Returns r values of each theta value x.
>    hough=:4 :0
> ind=. ($ #: I.@,) y     NB. Indices of points in y
> ind +/ .* 2 1 o./ x
> )
> 
> NB. Y is picture, x is resolution. Produces and sends to viewmat a 
> density diagram NB. In hough space with resolution x
>    drawhough=:4 :0
> 'w h'=.x
> val=. y hough~ +:o. (%~ 0.5+i.) w   NB. Test r values for each pixel at
each
> theta given by the centers of pixels
> 'min max'=. (<./@, , >./@,) val
> rel=.h * (max-min) %~ min -~ val   NB. Rescale so that y values go from 0
to
> h
> pixels=.([: <:@(#/.~) (i.h) , ])"1&.|: <:@>. rel  NB. Round y values; 
> consolidate into picture viewmat pixels
> )
> 
> I have tested this on |. =/~ i. 100, but not on the actual picture. 
> Note that it uses the top left corner as the natural coordinate center.
> Also, I made theta go from 0 to 2p1. Should these be the bounds, or 
> just 0 to 1p1?
> 
> Marshall
> 
> -----Original Message-----
> From: [email protected] 
> [mailto:[email protected]] On Behalf Of Aai
> Sent: Tuesday, September 14, 2010 10:16 AM
> To: Programming forum
> Subject: Re: [Jprogramming] Hough transform
> 
> Hi David,
> I don't know exactly what you expect but here's an alternative using 
> viewmat.
> 
> require 'viewmat'
> 
> Because you just increment coordinate values by 1 for every iteration 
> it's sufficient to compose a triple X Y Z  in which Z is the 'height' 
> or 'density' of a point in hough space.
> 
> hough2=: 4 : 0
> radii=: (>:length>:$y)*_0.5+grid {. x
> angle=: 1r1p1*grid {: x
> b=: 0 < ,y
> inter=: b # , y
> coord=: ($y) #: I. b
> rhoug=: (coord,.1)+/ .*(1 0,0 _1,:_0.5 0.5*$y)+/ .*1 2 o./angle
> r=: (<:@# - I.&rhoug)radii
> 'X Y Z'=.|:({.,#)/.~,/r ,."1 i. {: x
> viewmat Z (;/ X,.Y) } 0 $~ 0 _1 { x
> )
> 
> 
> try e.g.
> 
> 250 hough2 data
> 
> 
> --
> Met vriendelijke groet,
> =@@i
> 
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