[Insight-users] [ome-users] bioformats and ITK
Mark Hiner
hiner at wisc.edu
Fri Apr 26 14:43:32 EDT 2013
Hi again Joe,
I noticed a couple things that may help you: in the
itkVectorImageSCIFIOImageIOTest you sent me (and in all the test classes I
mentioned in my last e-mail) the PixelType and Dimension variables must be
set carefully.
For example, with the code in the state you sent me, PixelType is an
unsigned short (which is 16 bits) and the dimension is 3.
These settings would be incorrect for the 2chZT.lsm sample data, as it has
an 8 bit unsigned pixel type (so PixelType should be defined as unsigned
char). Also if you're using the SCIFIOImageIO you can typically set
dimensions to 5.
I don't know the specifications of your .oif dataset, but the PixelType
and dimensions may need to be adjusted for it.
Sorry if you already knew this and were updating these values!
Anyway, I've been working on improving the stability of the SCIFIOImageIO
plugin. Using the itkSCIFIOImageIOTest I mentioned previously, I confirmed
that I was able to read and write the 2chsZT.lsm file and the .oif test
images I have access to.
These changes aren't in an ITK patch set yet because they include changes
to both the c++ and java code, which will may require some restructuring of
SCIFIOImageIO.
However, if you're eager to test these changes, you could build off my
development branches:
1. Clone my ITK repo. <https://github.com/hinerm/ITK> The default branch is
what you want here.
2. Build ITK as normal (with tests enabled)
3. Clone my Bio-Formats repo <https://github.com/hinerm/bioformats>.
4. Check out the itk-bridge-fixes branch in Bio-Formats
5. From the top level of Bio-Formats, run "ant tools"
6. Copy the loci_tools.jar from ${bio-formats}/artifacts to
${ITK_build}/lib/jars/
(this will overwrite the loci_tools.jar that was downloaded
automatically when ITK built)
At this point you can link in the ImageToVTKFilter you were using or run
the SCIFIO ImageIO test programs included in ITK.
Whether you build these manually or not, I'll try to get a new official
patch set released soon.
Let me know if you run into any problems.
Thanks,
Mark
On Thu, Apr 25, 2013 at 4:12 PM, Mark Hiner <hinerm at gmail.com> wrote:
> Hi Joe,
>
>
> Here are my steps to compile the program, in case I missed something:
>> 1. Copy the git commend from the 'Patch set 3' review page, and paste it
>> under the master ITK source, which downloaded a bunch of files and switched
>> me to the branch 'SCIFIOImageIO'.
>> 2. Compile the new ITK source in CMake, with Module_ITKVtkGlue,
>> ITK_USE_REVIEW, and BUILD_SHARED_LIBS checked.
>> 3. Link the program with the ITK with SCIFIOImageIO.
>>
>
> This looks good. Note that a Patch set 4 is now out, and I'm working on
> Patch 5. I'm hoping to include any necessary fixes for your issues in patch
> 5.
>
> So, to clarify here - you're end goal is to convert your .oif dataset to
> .ome.tiff? Is that right? Are you specifically wanting to extract a subset
> of the image or anything? If you're just trying to do a simple conversion
> it may be better to use the tests that are part of the ITK SCIFIOImageIO
> module. You can take a look at them at:
> $ITK/Modules/IO/SCIFIO/test
>
> To build them, just turn the BUILD_TESTING flag on when configuring cmake.
> The ITKIOSCIFIOTestDriver is built to $build/bin
>
> I've been using the itkSCIFIOImageIOTest to test image conversion, for
> example.
>
> The hanging happens after the line printing "post-update".
>>
>
> Looking at the script that suggests it read your dataset successfully but
> failed to write.
>
> Using the ImageIOTest mentioned above I tried converting the 2chsZT.lsm to
> an .ome.tiff. It got through half the planes and then crashed (which sounds
> like an improvement over your report, so I'm taking that as a small
> victory).
>
> There are some oddities in the ITK <-> Bio-Formats axis conversion.. it
> looks like only 1 of the 2 channels was detected for some reason. So I'll
> fix that in the next patch set.
>
> I got similar results with an .oif file locally.
>
> So I apologize, as I don't feel I've helped you much yet. I just wanted
> you to know that I'm still looking at these issues. Once I'm to the point
> that I can convert that 2chsZT.lsm and local .oif files I'll try to
> finalize another patch and see if that fixes things for you.
>
> Thanks,
> Mark
>
>
> On Wed, Apr 24, 2013 at 2:26 PM, Joe Ping-Lin Hsiao <phsiao at cs.unc.edu>wrote:
>
>> Hi Mark,
>>
>> Thanks for the explanation. I have tried switching to SCIFIOImageIO
>> in the cpp code, but unfortunately the program still hangs during writing
>> files out (with a .oif input). I have attached the source code. What I did
>> was just replacing itk::BioFormatsImageIO with itk::SCIFIOImageIO and a
>> change of the included header file.
>>
>> Here are my steps to compile the program, in case I missed something:
>> 1. Copy the git commend from the 'Patch set 3' review page, and paste it
>> under the master ITK source, which downloaded a bunch of files and switched
>> me to the branch 'SCIFIOImageIO'.
>> 2. Compile the new ITK source in CMake, with Module_ITKVtkGlue,
>> ITK_USE_REVIEW, and BUILD_SHARED_LIBS checked.
>> 3. Link the program with the ITK with SCIFIOImageIO.
>>
>> The hanging happens after the line printing "post-update".
>> By the way, I am using VS 2008 sp1 on Windows 7 64-bit.
>>
>> I also tested the latest bf-itk-pipe code. The hanging happens after the
>> line printing "pre-update" in this case.
>> Note that I had to link bf-itk-pipe against the SCIFIOImageIO ITK
>> otherwise there'd be a link error if linked against the master ITK.
>>
>> Thanks,
>> Joe
>>
>>
>> On Tue, Apr 23, 2013 at 4:11 PM, Mark Hiner <hiner at wisc.edu> wrote:
>>
>>> Hi Joe,
>>>
>>> First of all, in case you are using the bf-itk-pipes plugin, you should
>>> know that we currently have a patch under review<http://review.source.kitware.com/9450>by the ITK developers. This patch adds a true Bio-Formats (SCIFIO) ITK
>>> ImageIO, which will be available by default in ITK.
>>>
>>> This means that the old bf-itk-pipes plugin won't be supported, as all
>>> development efforts are going towards the SCIFIOImageIO.
>>>
>>> As this code is still under review, there are issues that I'm currently
>>> working on resolving.
>>>
>>> So first I'd ask that you check out the latest patch code using the
>>> links on that review site and rework the splitting code to use
>>> SCIFIOImageIO<http://review.source.kitware.com/#/c/9450/3/Modules/IO/SCIFIO/include/itkSCIFIOImageIO.h>instead of the BioFormatsImageIO. You can also look at the test
>>> directory<http://review.source.kitware.com/#/c/9450/3/Modules/IO/SCIFIO/test/itkSCIFIOImageIOTest.cxx>for more sample code.
>>>
>>> If you have any trouble updating your code, please let me know and I'll
>>> be happy to help.
>>>
>>> As to your actual issue of the .oif image hanging, I actually just
>>> fixed a bug in the last week regarding hanging when plane size is
>>> miscalculated by the plugin, so with any luck that was your issue. :)
>>>
>>> If the latest SCIFIOImageIO still gives you problems with your .oif
>>> dataset though let me know and I'll investigate.
>>>
>>> As for the 2chZT data, that sounds unrelated to the hanging so I'll
>>> take a look at it locally when I get a chance.
>>>
>>> Thanks for using our software and reporting these issues!
>>>
>>> - Mark
>>>
>>>
>>> On Tue, Apr 23, 2013 at 2:40 PM, Joe Ping-Lin Hsiao <phsiao at cs.unc.edu>wrote:
>>>
>>>> Mark,
>>>> I tested your code with the .lsm download from
>>>> http://www.loci.wisc.edu/files/software/data/2chZT.zip. The program
>>>> just crashed with the error message
>>>>
>>>> "This application has requested the Runtime to terminate it in an
>>>> unusual way.
>>>> Please contact the application's support team for more information."
>>>>
>>>> If I tested with my own 5D .oif image collection, the execution hangs
>>>> at 'extractor->Update()' and it does not even use any CPU. Any idea how to
>>>> fix it?
>>>>
>>>> Thanks,
>>>> Joe
>>>>
>>>>
>>>> On Fri, Oct 19, 2012 at 12:41 PM, Mark Hiner <hiner at wisc.edu> wrote:
>>>>
>>>>> Hi Kishore,
>>>>>
>>>>> I updated your test<https://gist.github.com/3900888/81064cf96fb06b4575a64e81481fda0936cd9056>to use an ExtractImageFilter in the IO pipeline. When a Reader's output is
>>>>> piped to this Filter, the reader->Update() call only reads the extracted
>>>>> region.
>>>>>
>>>>> When I tested on the
>>>>> ConfocalMemCitrine516LeftEar18hpfAug17_2012_Fish1.lsm test image you
>>>>> uploaded, it correctly splits out the stacks for each time point. And when
>>>>> I tested on a 9GB image it processed each time point without reading the
>>>>> entire file.
>>>>>
>>>>> So I'm hoping this solves your issue. If not, just let me know how
>>>>> it's failing for you and I'll try again!
>>>>>
>>>>> Thanks,
>>>>> Mark
>>>>>
>>>>>
>>>>> On Wed, Oct 17, 2012 at 2:34 PM, Mark Hiner <hiner at wisc.edu> wrote:
>>>>>
>>>>>> One thought is that, as the itkBioFormatsImageIO is a
>>>>>> StreamingImageIOBase<http://www.itk.org/Doxygen320/html/classitk_1_1StreamingImageIOBase.html>,
>>>>>> you could just set the desired region (as you were) and use *its*Read and Write methods instead of wrapping it in a Reader or a Writer.
>>>>>>
>>>>>> I'll try to put a code example up using this approach. It would be a
>>>>>> good test case for the bf-itk-pipe plug-in anyway.
>>>>>>
>>>>>> - Mark
>>>>>>
>>>>>>
>>>>>>
>>>>>> On Wed, Oct 17, 2012 at 1:56 PM, Mark Hiner <hinerm at gmail.com> wrote:
>>>>>>
>>>>>>> Hi Kishore,
>>>>>>>
>>>>>>> Just wanted to let you know that I'm still looking at your issue
>>>>>>> today. I updated the gist<https://gist.github.com/3900888/7aab8fddb38af87ea98cd49dd921524ace6430c8>to reflect the topics discussed in this e-mail, using the region setting
>>>>>>> method calls instead of pipelining, and added some (hopefully) helpful
>>>>>>> print statements to see what's going on with the regions.
>>>>>>>
>>>>>>> From what I can tell there are two separate issues preventing your
>>>>>>> code from writing the desired regions.
>>>>>>>
>>>>>>> First of all, the IORegion needs to be set on the Writer, for
>>>>>>> example:
>>>>>>>
>>>>>>>
>>>>>>> writer->SetImageIO(io);
>>>>>>> writer->SetInput(reader->GetOutput());
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> writer->SetIORegion(region);
>>>>>>> writer->Write();
>>>>>>>
>>>>>>> In the original code you sent to me, that wasn't happening and it
>>>>>>> was defaulting to the first 3D region and thus the first time point. I
>>>>>>> mentioned this, without providing a code example, in a past e-mail - so
>>>>>>> apologies if you've already updated your code!
>>>>>>>
>>>>>>> Note that according to the itkImageFileWriter API<http://www.itk.org/Doxygen/html/classitk_1_1ImageFileWriter.html#ab2cba65f716aa75ec962171ee0b46fe3>Write() is a special form of Update() that respects the IORegion. However,
>>>>>>> in practice, for me it still just writes the largest possible region
>>>>>>> instead of what was specified. So that could suggest a bug in the
>>>>>>> bf-itk-pipes plug-in.
>>>>>>>
>>>>>>> The second issue is that even after manually specifying the IO
>>>>>>> regions, the Reader output still has the largest possible dimensions (T=2)
>>>>>>> so the current gist test ends up creating 2 full copies of the image. I
>>>>>>> think this was always happening at the Reader, but then it was truncated to
>>>>>>> the first time point you saw by the Writer. Anyway, this implies that the
>>>>>>> full image is still being read, despite the region specifications.
>>>>>>>
>>>>>>> I think this is a side effect of setting using the
>>>>>>> LargestPossibleRegion in the Update() method, as mentioned in the itkProcessObject
>>>>>>> specification<http://www.itk.org/Doxygen/html/classitk_1_1ProcessObject.html#a4041fb21e9105500eee311e265691bd5>
>>>>>>> .
>>>>>>>
>>>>>>> Right now I'm going through the examples from this ITK Users thread<http://itk-insight-users.2283740.n2.nabble.com/Memory-limits-of-ITKImage-object-td5670422.html>about streaming for a better pipelining solution. I'm also testing to see
>>>>>>> what can be done at the ImageIO level, as when Read and Write are hit in
>>>>>>> the itkBioFormatsImageIO, GetIORegion() is already returning the largest
>>>>>>> possible region, instead of the specified region.
>>>>>>>
>>>>>>> I'll keep you updated.
>>>>>>>
>>>>>>> - Mark
>>>>>>>
>>>>>>>
>>>>>>> On Tue, Oct 16, 2012 at 1:37 PM, Kishore Mosaliganti <
>>>>>>> kishoreraom at gmail.com> wrote:
>>>>>>>
>>>>>>>> Dear Mark,
>>>>>>>>
>>>>>>>> Thanks for the clarification. My original problem remains
>>>>>>>> unresolved. For example, in the LSM gist on lines 104-107:
>>>>>>>>
>>>>>>>> ReaderType::Pointer reader = ReaderType::New();
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> reader->SetFileName(argv[1]);
>>>>>>>> reader->SetImageIO(io);
>>>>>>>>
>>>>>>>> reader->Update();
>>>>>>>>
>>>>>>>>
>>>>>>>> Here, calling reader->Update() loads the entire image into memory.
>>>>>>>> If you have a very large LSM file (several gigabytes large), then this code
>>>>>>>> will fail since such an image cannot get into the memory.
>>>>>>>>
>>>>>>>> Hence, I am trying to send the read region directly into the reader
>>>>>>>> using
>>>>>>>>
>>>>>>>> io->SetRegion(region);
>>>>>>>>
>>>>>>>> and then
>>>>>>>>
>>>>>>>> reader->SetImageIO(io);
>>>>>>>> reader->Update();
>>>>>>>>
>>>>>>>>
>>>>>>>> But this step is not giving me two different timepoints. It is
>>>>>>>> writing out the same timepoint.
>>>>>>>>
>>>>>>>> Kishore
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> On Tue, Oct 16, 2012 at 2:13 PM, Mark Hiner <hiner at wisc.edu> wrote:
>>>>>>>>
>>>>>>>>> Hello again,
>>>>>>>>>
>>>>>>>>> I created a gist for your LSM test and updated it with my most
>>>>>>>>> recent code:
>>>>>>>>> https://gist.github.com/3900888
>>>>>>>>>
>>>>>>>>> That example is currently working for me, in that it writes out 2
>>>>>>>>> images of 72 planes - one for T=0 and one for T=1. Since everything in ITK
>>>>>>>>> seems to be pipeline-oriented, I am not sure there is a solution to
>>>>>>>>> splitting out channels just using Setters like we were both trying.
>>>>>>>>>
>>>>>>>>> Instead, I followed this ROI Filter example<http://www.vtk.org/Wiki/ITK/Examples/ImageProcessing/RegionOfInterestImageFilter>and used the logic from my last e-mail.
>>>>>>>>>
>>>>>>>>> I do need to correct one thing I said in my last e-mail: SizeT
>>>>>>>>> should always be 1, as it is a relative offset to the Index value.
>>>>>>>>>
>>>>>>>>> When I ran that test, both images went to grayscale.. I'm going
>>>>>>>>> to see if that's an error in the bf-itk-pipes logic, or just something that
>>>>>>>>> needs to be set up differently in using the ITK API.
>>>>>>>>>
>>>>>>>>> Let me know if you run into any more problems with this code, or
>>>>>>>>> if you just want to discuss any part of it.
>>>>>>>>>
>>>>>>>>> Thanks again for using our software :)
>>>>>>>>> - Mark
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> On Tue, Oct 16, 2012 at 11:00 AM, Mark Hiner <hiner at wisc.edu>wrote:
>>>>>>>>>
>>>>>>>>>> Hi Kishore,
>>>>>>>>>>
>>>>>>>>>> I am sorry I wasn't able to get to your issue yesterday. Looking
>>>>>>>>>> at it today, I think there are a couple of things going on here.
>>>>>>>>>>
>>>>>>>>>> First of all: in your test class
>>>>>>>>>> - I consolidated a BioFormatsImageIO and the ImageIOBase.
>>>>>>>>>> - In the region updating loop, the wrong region (dim-3 instead of
>>>>>>>>>> dim-2) was being set, and only the index is set. I suspect both the index
>>>>>>>>>> and size need to be set.
>>>>>>>>>>
>>>>>>>>>> I attached an updated version of your test, where in the first
>>>>>>>>>> iteration it sets IndexT = 0, sizeT = 1. The second iteration sets IndexT =
>>>>>>>>>> 1, sizeT = 2. I believe those regions will split the time points as you
>>>>>>>>>> wanted.
>>>>>>>>>>
>>>>>>>>>> But there is a second issue: although the Reader IORegion is
>>>>>>>>>> correct (I think) the Writer is not. It is defaulting to the ITK base 3D
>>>>>>>>>> region. When I tried setting the Writer's region to our desired region, it
>>>>>>>>>> throws an exception because the 5D region can't be contained by what it
>>>>>>>>>> thinks is the largest possible (3D) region. I am refreshing myself on the
>>>>>>>>>> ITK API and once we figure out how to set that region, I think it will
>>>>>>>>>> write the images correctly (or we can move on to the next problem).
>>>>>>>>>>
>>>>>>>>>> In your test I changed the output format to ome.tiff because I
>>>>>>>>>> know that will use the itkBioFormatsImageIO writer code, which I know is
>>>>>>>>>> capable of handling 5D writing.
>>>>>>>>>>
>>>>>>>>>> Also, in testing I found a couple of bugs in the ITKPipesBridge
>>>>>>>>>> code. I started a new branch to fix these and any other issues that may be
>>>>>>>>>> discovered. If you want to use the itkBioFormatsImageIO writer code you'll
>>>>>>>>>> have to use this new branch for now. You can find it here:
>>>>>>>>>> https://github.com/hinerm/bioformats/commits/bf-itk-fixes
>>>>>>>>>>
>>>>>>>>>> As always, let me know if this isn't fully addressing your issue.
>>>>>>>>>> Otherwise, I'll let you know as soon as I have the Writer region setting
>>>>>>>>>> properly.
>>>>>>>>>>
>>>>>>>>>> Thanks!
>>>>>>>>>> - Mark
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> On Fri, Oct 12, 2012 at 11:28 AM, Kishore Mosaliganti <
>>>>>>>>>> kishoreraom at gmail.com> wrote:
>>>>>>>>>>
>>>>>>>>>>> Hi Mark,
>>>>>>>>>>>
>>>>>>>>>>> Thank you for the email and invaluable help. The bioformats-itk
>>>>>>>>>>> plugin is wonderful. I am attaching my script here to help you debug. Let
>>>>>>>>>>> me know if you have any questions on my script. I am starting with a 5D
>>>>>>>>>>> (XYZTC) image and trying to write out all the 3D timepoints for the first
>>>>>>>>>>> channel.
>>>>>>>>>>>
>>>>>>>>>>> Kishore
>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>> On Fri, Oct 12, 2012 at 12:19 PM, Mark Hiner <hinerm at gmail.com>wrote:
>>>>>>>>>>>
>>>>>>>>>>>> Hi Kishore,
>>>>>>>>>>>>
>>>>>>>>>>>> I helped develop the bf-itk-pipe plugin and am investigating
>>>>>>>>>>>> your issue right now.
>>>>>>>>>>>>
>>>>>>>>>>>> What you're doing seems reasonable, so I'm trying to determine
>>>>>>>>>>>> if there's a bug in the plugin. My goal is to have some working example
>>>>>>>>>>>> code for you (and a fix if necessary) by the end of the day.
>>>>>>>>>>>>
>>>>>>>>>>>> Thank you for using our plugin! I hope we can get it working
>>>>>>>>>>>> for you soon.
>>>>>>>>>>>>
>>>>>>>>>>>> - Mark
>>>>>>>>>>>>
>>>>>>>>>>>> On Fri, Oct 12, 2012 at 10:54 AM, Kishore Mosaliganti <
>>>>>>>>>>>> kishoreraom at gmail.com> wrote:
>>>>>>>>>>>>
>>>>>>>>>>>>> Dear ITK and OME users,
>>>>>>>>>>>>>
>>>>>>>>>>>>> To further elaborate, I figured that this has nothing to do
>>>>>>>>>>>>> with the itkStreamingImageFilter.
>>>>>>>>>>>>>
>>>>>>>>>>>>> Instead, the itkImageFileReader seems to be extracting the
>>>>>>>>>>>>> same image region although I update the requested region in the
>>>>>>>>>>>>> BioformatsImageIO class :;
>>>>>>>>>>>>>
>>>>>>>>>>>>> itk::BioFormatsImageIO::Pointer io =
>>>>>>>>>>>>> itk::BioFormatsImageIO::New();
>>>>>>>>>>>>> io->SetIORegion( region ); // doesn't make a difference in
>>>>>>>>>>>>> terms of image data extracted. Its always from the beginning.
>>>>>>>>>>>>>
>>>>>>>>>>>>> ReaderType::Pointer reader = ReaderType::New();
>>>>>>>>>>>>> reader->SetFileName(argv[1]);
>>>>>>>>>>>>> reader->SetImageIO(io);
>>>>>>>>>>>>> reader->Update();
>>>>>>>>>>>>>
>>>>>>>>>>>>> So, my general question is whether the BioformatsImageIO
>>>>>>>>>>>>> expects the whole LSM image to be loaded into memory before writing it out?
>>>>>>>>>>>>> I would like to specify small image regions since my LSM is too large to be
>>>>>>>>>>>>> fully loaded into memory. How else can I stream data from large LSM?
>>>>>>>>>>>>>
>>>>>>>>>>>>> Thanks,
>>>>>>>>>>>>>
>>>>>>>>>>>>> Kishore
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Fri, Oct 12, 2012 at 8:53 AM, Kishore Mosaliganti <
>>>>>>>>>>>>> kishoreraom at gmail.com> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>>> Hi all,
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> I am trying to use bioformats and itk. I downloaded and
>>>>>>>>>>>>>> compiled bf-itk-pipe using cmake by linking against ITK 3.2:
>>>>>>>>>>>>>>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> https://github.com/openmicroscopy/bioformats/tree/develop/components/native/bf-itk-pipe
>>>>>>>>>>>>>>
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> I tested out itkBFImageInfo and ./itkRGBBioFormatsImageIOTest
>>>>>>>>>>>>>> on a few simple LSM images. It works great and writes out all the
>>>>>>>>>>>>>> associated metadata and pixel data for the first timepoint.
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> My LSM microscopy image is 5D. It is X-Y-Z-Time-Channel. I am
>>>>>>>>>>>>>> interested in extracting individual timepoints from the LSM file for
>>>>>>>>>>>>>> processing. The filter seems to be using itkStreamingImageFilter. I set the
>>>>>>>>>>>>>> NumberOfStreams to 10 but that still seems to still write out only the
>>>>>>>>>>>>>> first image.
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> How do I set the output requestion region for an individual
>>>>>>>>>>>>>> timepoint?
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Thank you,
>>>>>>>>>>>>>>
>>>>>>>>>>>>>> Kishore
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> _______________________________________________
>>>>>>>>>>>>> ome-users mailing list
>>>>>>>>>>>>> ome-users at lists.openmicroscopy.org.uk
>>>>>>>>>>>>> http://lists.openmicroscopy.org.uk/mailman/listinfo/ome-users
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>
>>>>>>>>
>>>>>>>
>>>>>>
>>>>>
>>>>> _______________________________________________
>>>>> ome-users mailing list
>>>>> ome-users at lists.openmicroscopy.org.uk
>>>>> http://lists.openmicroscopy.org.uk/mailman/listinfo/ome-users
>>>>>
>>>>>
>>>>
>>>
>>
>
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