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Image package

4,885 bytes added, 19 August
m
→‎Patches: imref2d, imref3d integralImage were added
The {{Forge|image|image package}} is part of the octave-forge Octave Forge project. See its {{Forge|image|homepage}} for the latest release. <div class="tocinline">__TOC__</div>
== Development ==
Follows an incomplete list of stuff missing in the image package to be matlab compatible. Bugs are not listed here, [https://savannah.gnu.org/bugs/?func=search&group=octave search] and [https://savannah.gnu.org/bugs/?func=additem&group=octave report] them on the bug tracker instead.
 
=== Roadmap ===
 
The following are missing targets for the next minor release of the image package (version 2.8.0). Small bug fixes, build fixes, and regressions may still be released before in a patch release (Version 2.6.X).
 
* add ellipse properties to {{codeline|regionprops}} (see bug {{bug|44100}}) ([http://hg.code.sf.net/p/octave/image/rev/7cf22a478792 done])
* speed up {{codeline|regionprops}} for large images with many small objects (probably work around for loop with labeled == labelid)
* support passing {{codeline|bwconncomp}} output to {{codeline|regionprops}} (and then fix {{codeline|bwpropfilt}} to use that instead of a labeled image)
* ND support on {{codeline|imfilter}}
* check if {{codeline|normxcorr2}} is Matlab compatible and investigate making use of {{codeline|fftconvn}} since it's likely to receive large input
* investigate implementing the missing deconvolution functions (see patch {{patch|8571}})
* anything else that is done or submitted before the above are done
=== Missing functions ===
* activecontour
* adapthisteq
* [https://savannah.gnu.org/patch/?8824 affine2d]
* affine3d
* applycform
* axes2pix
* bwconvhull
* bwdistgeodesic
* bwlookup
* bwpack
* bwtraceboundary
* bwulterode
* bwunpackchromadapt* colorcloud
* convmtx2
* corner
* dct2
* dctmtx
* imbinarize
* deconvblind
* deconvlucy
* deconvreg
* [https://savannah.gnu.org/patch/?9365 deconvwnr]
* decorrstretch
* [https://savannah.gnu.org/patch/?9593 demosaic]
* dicomanon
* dicomdisp
* dicomuid
* dpxinfo
* dpxread
* dpxinfo
* fan2para
* fanbeam
* getrect
* gradientweight
* grayconnected
* graycoprops
* grayconnected
* graydiffweight
* hdrread
* hdrwrite
* houghlines -- (see hough_line)
* houghpeaks
* iccfind
* iccread
* idct2
* ifanbeam
* illumgray
* illumpca
* illumwhite
* im2java2d
* ImageAdapter
* imageinfo
* [https://savannah.gnu.org/patch/?9717 imapplymatrix]
* imapprox
* imbinarize
* imdistline
* imellipse
* imextendedmax
* imextendedmin
* imfindcircles
* imfreehand
* imfuse
* imhandles
* imhistmatch
* imhmax
* imhmin
* imimposemin
* imline
* immagbox
* imoverview
* imoverviewpanel
* [https://savannah.gnu.org/patch/?8722 impixelinfo]* [https://savannah.gnu.org/patch/?8722 impixelinfoval]* impixelregion
* impixelregionpanel
* impixelregion
* implay
* impoint
* integralBoxFilter
* integralBoxFilter3
* [https://savannah.gnu.org/patch/?9606 integralImage]
* integralImage3
* interfileinfo
* isicc
* isrset
* [https://savannah.gnu.org/patch/?9600 lin2rgb]
* makecform
* makeConstrainToRectFcn
* makehdr
* makeresampler
* [https://savannah.gnu.org/patch/?9602 multithresh]
* nitfinfo
* nitfread
* openrset
* otsuthresh
* para2fan
* projective2d
* regionfill
* rgb2lin
* roifill
* roifilt2
* [https://savannah.gnu.org/patch/?9509 roipoly]
* rsetwrite
* ssim
* truesize
* visboundaries
* viscircles
* warp
* [https://savannah.gnu.org/patch/?8060 whitepoint]* wiener2* [https://savannah.gnu.org/patch/?9603 xyz2double]* [https://savannah.gnu.org/patch/?9603 xyz2uint16]
</div>
|-
! bug !! bug title !! status
|-
| {{bug|38085}} || image package: fails to build with --enable-64 (entropyfilt) || Confirmed
|-
| {{bug|38087}}|| image package: graycomatrix incompatibilities with matlab || None
|-
| {{bug|38345}}|| image package: __spatial_filtering__() always returns class double || Confirmed
|-
| {{bug|41674}}|| image package: temporary arrays in imresize are doubles || None
| {{bug|44831}}|| image package: imrotate - different dimensions of output matrix || Confirmed
|-
| {{bug|45088}}|| image package: rangefilt requires domain and image to have equal number of dimensions || Patch ReviewedIn Progress
|-
| {{bug|46745}}|| image package: imresize default method (bicubic) Matlab incompatible for the border pixels|| None
| {{bug|48529}}|| image package: compilation warnings under Mac OSX|| None
|-
| {{bug|50071}}|| OF image: bwfill(...,4) in Octave behaves like bwfill(...,8) in MATLAB and vice versa|| None
|-
| {{bug|50151}}|| image package: normxcorr2 is not compatible with Matlab|| None
|-
| {{bug|50732}} || Image package: infinite error loop when assigning a strel (class) object to a vector|| Confirmed
|-
| {{bug|50783}} || image package: imlincomb is not compatible with Matlab || none
|-
| {{bug|50874}} || bwdist call causes application crash || Confirmed
|-
| {{bug|51420}} || [octave forge] (image) imrotate is less tolerant to missing argument than Matlab || None
|-
| {{bug|51719}} || [octave forge] (image) watershed unit test failure || None
|-
| {{bug|51724}} || [octave forge] (image) imregionalmax misbehaves on float images || Confirmed
|-
| {{bug|51769}} || [octave forge] (image) imresize bilinear interpolation inaccurate || Patch Submitted
| {{bug|51980}} || [octave forge] (image) Failing unit test for edge|| None
|-
| {{bug|5198152006}} || [octave forge] (image) Failing unit test for otf2psf'makecform' feature request || Confirmed|-| {{bug|52119}} || [octave forge] (image) Add 'reflect' padding option to imfilter || None|-| {{bug|52715}} || [octave forge] (image) Add full data range option to ycbcrfunc conversions || None
|-
| {{bug|5198252959}} || [octave forge] (image) Failing unit test for nlfilterhisteq is not compatible with Matlab || None
|-
| {{bug|5198655059}} || [octave forge] (image) Failing unit test for cp2tform grayslice || NoneIn Progress|-| {{bug|55202}} || [octave forge] (image) imresize fails for method nearest and image of 1 row || Confirmed
|-
| {{bug|52119}} || [octave forge] (image) Add 'reflect' padding option to imfilter || None
|}
* {{patch|8571}}: image package: three deconvolution routines (Wiener, RL, RLTV)
* {{patch|8824}}: added affine2d class
* {{patch|92359509}}: image Image package: improve filtering simple implementation of roipoly function* {{patch|9593}}: [Octave Forge] (Image) New function demosaic.m from bug #50708* {{patch|9600}}: [Octave Forge] (Image) New functions : lin2rgb.m and lrgb2lin.m* {{patch|9602}}: [octave forge] (stdfilt, entropyfiltimage) and add tests multithresh* {{patch|9603}}: [Octave Forge] (also medfilt2Image) New functions: xyz2double.m, ordfilt2xyz2single.m, rangefiltxyz2uint16.m* {{patch|9717}}: [octave forge] (image)new function imapplymatrix* {{patch|92449729}}: [octave forge] (image package) -- rgb2xyz conversion with adapted whitepoint* {{patch|9730}}: regionprops.m - [octave forge] (image) new properties ConvexHull, ConvexImage, ConvexArea, Solidityfunction imfuse
== Image Processing Functions (this section is under construction) ==
{{Note| This section is a still under construction so the list of Image Processing functions by topic, including missing functions, related bugs and patched, and some alternativesis incomplete.}}
Note: This section is under construction so this a list is still incomplete of Image Processing functions by topic including: missing functions, related bugs and patches, and some alternatives. Note:
=== Basic Read and Write Image Files ===
! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives !! Notes
|-
| imfinfo || 2.6.1 function is in Octave core || || ||
|-
| imread|| 2.6.1 function is in Octave core || || [http://kyamagu.github.io/mexopencv/matlab/imread.html cv.imread] from [https://github.com/kyamagu/mexopencv mexopencv] ||
in case of color image, the color order of Octave is RGB/RGBA while OpenCV color order is BGR/BGRA
|-
| imwrite|| 2.6.1 function is in Octave core || || [http://kyamagu.github.io/mexopencv/matlab/imread.html cv.imwrite] from [https://github.com/kyamagu/mexopencv mexopencv] ||
in case of color image, the color order of Octave is RGB/RGBA while OpenCV color order is BGR/BGRA
|-
|}
 
'''Missing:''' ''dicomanon, dicomdisp, dicomuid, dpxinfo, dpxread, interfileinfo, interfileread, nitfinfo, nitfread
''
 
=== High Dynamic Range Images - ''Not implemented'' ===
 
=== Large Image Files - ''Not implemented'' ===
=== Type Conversion ===
| adaptthresh || - || || [http://kyamagu.github.io/mexopencv/matlab/adaptiveThreshold.html cv.adaptiveThreshold] from [https://github.com/kyamagu/mexopencv mexopencv]||
|-
| demosaic || - || {{bug|50708}} {{patch|9593}} || [http://kyamagu.github.io/mexopencv/matlab/demosaicing.html cv.demosaicing] from [https://github.com/kyamagu/mexopencv mexopencv] ||
|-
| gray2ind || 2.6.1 function is in Octave core || || ||
|-
| grayslice || 2< 1.60.1 0 || || ||
|-
| graythresh || 21.60.1 0 || || || Octave version has more methods
|-
| im2double || 21.60.1 0 || || ||
|-
| im2int16 || 2.60.1 0 || || ||
|-
| im2java2d || - || || ||
|-
| im2single || 2.60.1 0 || || ||
|-
| im2uint16 || 21.60.1 0 || || ||
|-
| im2uint8 || 21.60.1 0 || || ||
|-
| imbinarize || - || || imbinarize (I) is equivalent to im2bw(I, graythresh(I)),
another option is [http://kyamagu.github.io/mexopencv/matlab/threshold.html cv.threshold] from [https://github.com/kyamagu/mexopencv mexopencv] ||
|-
| imcast || 2.64.1 0 || || || Octave Only
|-
| imquantize || 2.6.1 0 || || ||
|-
| ind2gray || 2.6.1 function is in Octave core || || ||
|-
| ind2rgb || 2.6.1 function is in Octave core || || ||
|-
| label2rgb || 21.60.1 0 || || ||
|-
| mat2gray || 2< 1.60.1 0 || || ||
|-
| multithresh || - || {{patch|9602}} || ||
|-
| otsuthresh || - || {{patch|9360}} || graythresh || otsuthresh(hist) is equivalent to graythresh (hist)|-| rgb2gray || function is in Octave core || {{bug|53654}} || || Octave version 4.4.0 and above|-| rgb2ind || function is in Octave core || || |||-|} === Color === {| class="wikitable" style="text-align: center"|-! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes|-| colorangle || 2.10.0 (unreleased) || || || |-| lab2double || 2.6.0 || || || |-| lab2rgb || 2.6.0 || || || |-| lab2uint16 || 2.6.0 || || || |-| lab2uint8 || 2.6.0 || || || |-| lab2xyz || 2.6.0 || || || |-| lin2rgb || - || {{patch|9600}} || |||-| ntsc2rgb || 2.8.0 || || || |-| rgb2lab || 2.6.0 || || || |-| rgb2lin || - || {{patch|9600}} || |||-| rgb2ntsc || 2.8.0 || || || |-| rgb2xyz || 2.6.0 || || || |-| rgb2ycbcr || < 1.0.0|| || || |-| whitepoint || - || {{patch|8060}} || |||-| xyz2double || - || {{patch|9603}} || |||-| xyz2lab || 2.6.0 || || || |-| xyz2rgb || 2.6.0 || || || |-| xyz2uint16 || - || {{patch|9603}} || |||-| ycbcr2rgb || 2.2.0|| || || |-|} '''Missing:''' ''applycform, chromadapt, colorcloud, iccfind, iccread, iccroot, iccwrite, illumgray, illumpca, illumwhite, imapprox, isicc, makecform'' === Synthetic Images === {| class="wikitable" style="text-align: center"|-! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes|- | checkerboard || 2.2.0 || || |||-| imnoise || 2.2.2 || || |||-| phantom || 2.6.2 || || |||-|} === Basic Display === {| class="wikitable" style="text-align: center"
|-
! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives | rgb2gray |Notes| 2.6.1 - | imshow || function is in Octave core || || ||
|-
| rgb2ind montage || 2.6.1 - || || ||
|-
|}
 
'''Missing:''' ''imfuse, immovie, implay, imshowpair, iptgetpref, iptprefs, iptsetpref, warp''
=== Image Filtering ===
! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes
|-
| bwareafilt|| 2.64.1 0 || || ||
|-
| bwpropfilt || 2.64.1 0 || || ||
|-
| convmtx2 || - || || ||
|-
| entropyfilt || 21.60.1 9 || {{patch|9235}} || ||
|-
| fibermetric ||- || || ||
| fsamp2 || - || || ||
|-
| fspecial || 21.60.1 0 || || ||
|-
| ftrans2 || - || || ||
| imboxfilt3 || - || || ||
|-
| imfilter || 21.60.1 5 || || ||
|-
| imgaborfilt || - || || ||
| imguidedfilter || - || || ||
|-
| imsmooth|| 21.60.15 || || || Octave only
|-
| integralBoxFilter || - || || ||
| integralBoxFilter3 ||- || || ||
|-
| integralImage ||- || {{patch|9606}} || [http://kyamagu.github.io/mexopencv/matlab/integral.html cv.integral] from [https://github.com/kyamagu/mexopencv mexopencv] ||
|-
| integralImage3 || - || || ||
|-
| medfilt2 || 2< 1.60.1 0 || {{patch|9235}} || ||
|-
| medfilt3 || - || || ||
|-
| nlfilter || 2< 1.60.1 0 || || ||
|-
| normxcorr2 || 2.60.1 0 || {{bug|50151}} || ||
|-
| ordfilt2 || 21.60.1 9 || {{patch|9235}} || ||
|-
| padarray || 2< 1.60.1 0 || || ||
|-
| rangefilt || 21.60.1 9 || {{bug|45088}} {{patch|9235}} || ||
|-
| stdfilt || 21.60.1 9 || {{patch|9235}} || ||
|-
| wiener2 || dev 2.8.0|| || || |-|} === Image Arithmetic ===  {| class="wikitable" style="text-align: center"|-! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes|- | imabsdiff || 2.0.0 || || |||- | imadd || 2.0.0 || || |||- | imapplymatrix || - || {{patch|9717}} || |||- | imcomplement || 1.0.6 || || |||- | imdivide || 2.0.0 || || |||- | imlincomb || 2.0.0 || || |||- | immultiply || 2.0.0 || || |||-| imsubtract || 2.0.0 || || |||-|} === Morphological Operations ===  {| class="wikitable" style="text-align: center"|-! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes|- | applylut || < 1.0.0 || || |||- | bwareaopen || 2.2.0 || || |||- | bwhitmiss || < 1.0.0 || || |||- | bwlookup || -- || || |||-| bwmorph || < 1.0.0 || {{bug|51884}} || |||- | bwulterode || -- || || |||- | conndef || < 1.0.0 || || |||- | imbothat || 2.0.0 || || |||- | imclearborder || 2.4.0 || || |||- | imclose || < 1.0.0 || || |||- | imdilate || < 1.0.0 || || |||- | imerode || < 1.0.0 || || |||- | imextendedmax || 2.8.0 || || |||- | imextendedmin || 2.8.0 || || |||- | imfill || 2.6.0 || || |||- | imhmax || 2.8.0 || || |||- | imhmin || 2.8.0 || || |||- | imimposemin || 2.8.0 || || |||- | imopen || < 1.0.0 || || |||- | imreconstruct || 2.4.0 || || |||- | imregionalmax || 2.4.0 || || |||- | imregionalmin || 2.4.0 || || |||- | imtophat || < 1.0.0 || || |||- | iptcheckconn || 2.0.0 || || |||- | offsetstrel || -- || || |||- | strel || 2.2.0 || {{bug|50732}} || |||- | watershed || 2.6.0 || || ||
|-
|}
=== Image Transforms ===
{| class="wikitable" style="text-align: center"
|-
! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes
|-
| dct2 || || || ||
|-
| dctmtx || || || ||
|-
| fanbeam || || || ||
|-
| fan2para || || || ||
|-
| fftshift|| || || ||
|-
| fft2 || || || ||
|-
| hough || || || ||
|-
| houghlines || || || ||
|-
| houghpeaks || || || ||
|-
|idct2 || || || ||
|-
|ifftshift|| || || ||
|-
|ifft2|| || || ||
|-
|iradon|| || || ||
|-
|para2fan|| || || ||
|-
|radon|| || || ||
|-
|}
 
=== Graphical Interface Interaction ===
 
{| class="wikitable" style="text-align: center"
|-
! Function !! Octave Package Version !! Related Bugs and Patches !! Alternatives || Notes
|-
| imellipse || - || || ||
|-
| imfreehand || - || || ||
|-
| imline || - || || ||
|-
| immagbox || - || || ||
|-
| imoverview || - || || ||
|-
| imoverviewpanel || - || || ||
|-
| impixelinfo || - || {{patch|8722}} || ||
|-
| impixelinfoval || - || {{patch|8722}} || ||
|-
| impixelregion || - || || ||
|-
| impixelregionpanel || - || || ||
|-
| implay || - || || ||
|-
| impoint || - || || ||
|-
| impoly || - || || ||
|-
| imrect || - || || ||
|-
| imscrollpanel || - || || ||
|-
| iptgetpref || - || || ||
|-
| iptprefs || - || || ||
|-
| iptsetpref || - || || ||
|-
|}
* Obs: implay, iptgetpref, iptprefs, iptsetpref functions are on Basic Display section too...
[[Category:Octave-Forge]][[Category:Missing functions]]
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