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Open Image (jpg) Files, Perform Analysis and move onto next Image

I am very interested in using JMP to do automatic image processing and analysis and I have a script ( heavily based on John Pontes add-in - and information gathered from his excellent blog John Ponte, Author at JMP Blog)  that I can run on one image at a time on images but what I really want to do next is to create  a 'looping' script that does the following

 

1. counts the number of .jpg files in a directory.
2. one-by-one opens an image, puts the information available ( I'm using John Pontes Image analyser add-in and script for this) into a data table
3. does a basic analysis ( mean of columns & rows etc.)
4. saves this with the jpg filename
5. closes the files down and moves onto the next image.

 

 

 

I have a number of small problems with this but the main ones are that when I use the following

 

For( i = 1, i <= N Items( files ), i++,

  If( Ends With( files[i], ".jpg" ),

  Open( files[i] );

 

);

 

the open ( files); opens the jpg files in another program ( the default prog that I don't want to change). How do I get it so that it opens up in JMP using the following ( or something else if it's better)

 

img = New Image( "thefilenameofthe.jpg" );

w = New Window( "image", img );

 

 

I can then perform the analysis and close this all down and loop back around until all of the images have been analysed.

 

[*Edit to original post by staff member sseligman. Second part of user question added here to original post.]

Many apologies, I wasn't clear enough in my original post. What I want to do is to put the pixel information into a data table, not the original image itself.

this is, in effect, automating the ImageToDatatable JSL script that has already been written but go through each image within a folder and save the resulting data table with any resultant analysis of the pixels in the same folder.

the x & y co-ordinates along with the RGB, I and HSL are sufficient for me to carry out any analysis I require. I have attached an example data table that I can perform analysis on, I have also attached the original image where this data was taken from, I have a few thousand of these which I need to go through so doing them one at a time would be nearly impossible.

apologies again for the bad wording and lack of clarity in the original post.

 

 

Regards

David

 

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image

Consolidating two replies to this post as the solution.

 

Part 1 from staffer @Craige_Hales:

 

path = "$desktop/temp/";
files = Files In Directory( path );
For( ifile = 1, ifile <= N Items( files ), ifile++,
  filename = files[ifile];
  If( Right( filename, 4 ) == ".jpg",
  pic = Open( path || filename, "jpg" );
  jslcolor = pic << getpixels();
  {red, green, blue} = Color To RGB( jslcolor );
  {hue, lightness, saturation} = Color To HLS( jslcolor );
  nr = N Rows( jslcolor );
  nc = N Cols( jslcolor );
  dt = New Table( Substr( filename, 1, Length( filename ) - 4 ),
  addrows( nr * nc ),
  New Column( "x" ),
  New Column( "y" ),
  New Column( "red", setvalues( red ) ),
  New Column( "green", setvalues( green ) ),
  New Column( "blue", setvalues( blue ) ),
  New Column( "hue", setvalues( hue ) ),
  New Column( "lightness", setvalues( lightness ) ),
  New Column( "saturation", setvalues( saturation ) ),
  );
  irow = 0;
  For( iy = 1, iy <= nr, iy++,
  For( ix = 1, ix <= nc, ix++,
  irow++;
  dt:y[irow] = iy;
  dt:x[irow] = ix;
  )
  );
  // do something with dt
  Wait( 1 );
  Close( dt, "nosave" );
  );
);

 

 

Part 2 from staffer @JohnPonte: 

 

One thing I'll suggest is that you can use NewImage(), instead of Open() for the image file. Open() is a more general function that has to figure out what you are opening. In that process, it uses OS functionality, like opening your image in another program. img = NewImage("filename.jpg"); will open the image file and create a JSL image, returning you the handle to it.

 

The other suggestion is that you can use another script I did (before the Image Analyzer) on the File Exchange, called ImageToDatatable. It will convert your image into a data table, similarly to the Image Analyzer, but you won't get all the rest of what the Image Analyzer does.

 

Wrap that in the loop as @Craige_Hales shows (above) and you should be good to go.

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image<meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />

I just came across this post and thought I'd add a couple of points, in case it is still helpful.

One thing I'll suggest is that you can use NewImage(), instead of Open() for the image file. Open() is a more general function that has to figure out what you are opening. In that process, it uses OS functionality, like opening your image in another program. img = NewImage("filename.jpg"); will open the image file and create a JSL image, returning you the handle to it.

The other suggestion is that you can use another script I did (before the Image Analyzer) on the File Exchange, called ImageToDatatable. It will convert your image into a data table, similarly to the Image Analyzer, but you won't get all the rest of what the Image Analyzer does.

Wrap that in the loop as Craige@JMP shows (above) and you should be good to go.

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image

path = "$desktop/temp/";files = Files In Directory( path );For( ifile = 1, ifile <= N Items( files ), ifile++,  filename = files[ifile];  If( Right( filename, 4 ) == ".jpg",  pic = Open( path || filename, "jpg" );  jslcolor = pic << getpixels();  {red, green, blue} = Color To RGB( jslcolor );  {hue, lightness, saturation} = Color To HLS( jslcolor );  nr = N Rows( jslcolor );  nc = N Cols( jslcolor );  dt = New Table( Substr( filename, 1, Length( filename ) - 4 ),  addrows( nr * nc ),  New Column( "x" ),  New Column( "y" ),  New Column( "red", setvalues( red ) ),  New Column( "green", setvalues( green ) ),  New Column( "blue", setvalues( blue ) ),  New Column( "hue", setvalues( hue ) ),  New Column( "lightness", setvalues( lightness ) ),  New Column( "saturation", setvalues( saturation ) ),  );  irow = 0;  For( iy = 1, iy <= nr, iy++,  For( ix = 1, ix <= nc, ix++,  irow++;  dt:y[irow] = iy;  dt:x[irow] = ix;  )  );  // do something with dt  Wait( 1 );  Close( dt, "nosave" );  ););

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image

Many apologies, I wasn't clear enough in my original post. What I want to do is to put the pixel information into a data table, not the original image itself.

this is, in effect, automating the ImageToDatatable JSL script that has already been written but go through each image within a folder and save the resulting data table with any resultant analysis of the pixels in the same folder.

the x & y co-ordinates along with the RGB, I and HSL are sufficient for me to carry out any analysis I require. I have attached an example data table that I can perform analysis on, I have also attached the original image where this data was taken from, I have a few thousand of these which I need to go through so doing them one at a time would be nearly impossible.

apologies again for the bad wording and lack of clarity in the original post.

David.

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image

add the file type parameter.  then the returned value will be a picture object.  It will probably work even if you mix and match PNG, JPG, GIF; it tells JMP to return the picture rather than falling back on the OS default program for the extension.

open("$desktop/setFont.PNG","PNG")

New Image(

  Char To Blob(

  "640745eJxkugdUU0v3PgyCIFKiotKDCsL10ovUEFBQRJodKQJKLyF0gpSIKIjSpEgnCgoqVVrooRk6obcACUaaG...

or use newimage to get the picture object.

newimage("$desktop/setFont.PNG")

New Image(

  Char To Blob(

  "640745eJxkugdUU0v3PgyCIFKiotKDCsL10ovUEFBQRJodKQJKLyF0gpSIKIjSpEgnCgoqVVrooRk6obcACUaaG...

newimage is simpler; open might be needed if the image is a URL or Blob.

Re: Open Image (jpg) Files, Perform Analysis and move onto next Image

This should put the image files in a folder into a JMP table:

// ian.cox@jmp.com:23Jun2014

Names Default To Here(1);

dir = Pick Directory("Pick a directory containing image files:");

fList = FilesInDirectory(dir);

if (NItems(fList) < 1, Print("No files found in folder "||dir||"."); Beep(); Throw());

dt = NewTable("Images from "||dir,

NewColumn("File Path", Character, Nominal),

NewColumn("Image", Expression), AddRows(NItems(fList))

);

for (f=1, f<=Nitems(fList), f++,

fp = dir||"/"||fList[f];

Column(dt, "File Path")[f] = fp;

Try(Column(dt, "Image")[f] = NewImage(fp)); // Use 'Try()' in case it's not an image file

);