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Hi Heinrich,
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<div class="">thanks for the additional information and the sample file. I confirm that the round-tripping in Fiji works</div>
<div class="">as expected preserving both the dimensionality and metadata.</div>
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<div class="">In the meantime, I realise I misunderstood that metadata you pasted in your original email was the output</div>
<div class="">of python-bioformats. This now makes sense and I think this explains where the issue comes from.</div>
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<div class="">By default, python-bioformats detects file formats using a different strategy than Image/Fiji. The following thread</div>
<div class="">by the CellProfiler team [1] explains the issue and the rationale behind their design. Effectively, this causes</div>
<div class="">OME-TIFF fillets to be detected as simple multi-page TIFFs with the dimensions are interpreted as a time-series.</div>
<div class="">The workaround suggested by Lee in this issue should allow you to create an ImageReader and open the files</div>
<div class="">with the same behavior as Fiji/ImageJ.</div>
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<div class="">As indicated by the 2015-01 schema version, note also that python-bioformats is still using Bio-Formats 5.1.x [2].</div>
<div class="">This means the metadata of your exported OME-TIFF using the 2016-06 schema version will effectively be</div>
<div class="">downgraded to the 2015-01 version of the OME model on read.</div>
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<div class="">Best,</div>
<div class="">Sebastien</div>
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<div class="">[1] <a href="https://github.com/CellProfiler/python-bioformats/issues/23" class="">https://github.com/CellProfiler/python-bioformats/issues/23</a></div>
<div class="">[2] <a href="https://github.com/CellProfiler/python-bioformats/issues/62" class="">https://github.com/CellProfiler/python-bioformats/issues/62</a> </div>
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<div class="">On 24 Feb 2017, at 18:00, Grabmayr, Heinrich <<a href="mailto:grabmayr@biochem.mpg.de" class="">grabmayr@biochem.mpg.de</a>> wrote:</div>
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Hi Sebastien,</div>
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I am using bio-formats on an up-to-date Fiji with bio-formats 5.3 on OSX Sierra. I just checked and there are no new updates.</div>
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I’ll send you the sample Delta Vision file off list due to its file size.</div>
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Thanks</div>
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   Heinrich</div>
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<p class="airmail_on">On 24 February 2017 at 14:05:58, Sebastien Besson (Staff) (<a href="mailto:s.besson@dundee.ac.uk" class="">s.besson@dundee.ac.uk</a>) wrote:</p>
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Hi Heinrich,
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<div class="">Your workflow looks reasonable and it is true that the metadata of the generated OME-TIFF is surprising.</div>
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<div class="">An immediate thought: which version of Bio-Formats are you using? From the schema used at export</div>
<div class="">(2015-01), it looks like you are using BIo-Formats 5.1.x. Could you try upgrading to the latest version [1]</div>
<div class="">and see if the problem persists?</div>
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<div class="">If this is still the case, we might need to have access to a sample file to try and reproduce the issue.</div>
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<div class="">Best,</div>
<div class="">Sebastien</div>
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<div class=""> [1] <a href="http://downloads.openmicroscopy.org/bio-formats/" class="">http://downloads.openmicroscopy.org/bio-formats/</a></div>
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<div class="">On 23 Feb 2017, at 15:21, Heinrich Grabmayr <<a href="mailto:h.grabmayr@physik.uni-muenchen.de" class="">h.grabmayr@physik.uni-muenchen.de</a>> wrote:</div>
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Hi all,</div>
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I am writing Python software that should be able to load data from various microscope manufacturers. I therefore went for the awesome OME / bioformats library. In order to access it from Python, I am using python-bioformats (<a href="https://github.com/CellProfiler/python-bioformats/tree/master/bioformats" class="">https://github.com/CellProfiler/python-bioformats/tree/master/bioformats</a>).</div>
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Now I ran into the following issue: In some cases, I would like to first preprocess the files in ImageJ (e.g. extract one series). So I do that and save using Plugins->Bio Formats->Bio Formats Exporter, as an .ome.tiff.</div>
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When I then load the file in my software, the number of slices in C and T are switched. Also, I can’t directly access metadata about channels. Apparently, the original metadata is encapsulated in a deeper layer. When I access the description of the first level
 of metadata, I get another omexml with approximately the original metadata - but it is rearranged in a way that makes me unable to access it the same way I access the original files (which are DeltaVision .dv files in this case). See below for example metadata
 of an original file and of a IJ-saved file.</div>
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However, when I load the .ome.tiff into ImageJ, the Bio-formats importer reads the correct metadata, so it should be possible to let bioformats do the work, I suspect.</div>
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Could anyone point me to a place where the Importer checks and finds the nested and correct metadata? Or tell me the solution?</div>
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I have tried to look here</div>
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<a href="https://github.com/openmicroscopy/bioformats/blob/develop/components/bio-formats-plugins/src/loci/plugins/in/ImporterMetadata.java" class="">https://github.com/openmicroscopy/bioformats/blob/develop/components/bio-formats-plugins/src/loci/plugins/in/ImporterMetadata.java</a></div>
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and here</div>
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<a href="https://github.com/openmicroscopy/bioformats/blob/develop/components/formats-bsd/utils/mipav/PlugInBioFormatsImporter.java" class="">https://github.com/openmicroscopy/bioformats/blob/develop/components/formats-bsd/utils/mipav/PlugInBioFormatsImporter.java</a></div>
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, didn’t find anything suspicious, and am slightly overwhelmed with the size of the project.</div>
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This is how python-bioformats gets metadata:</div>
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<a href="https://github.com/CellProfiler/python-bioformats/blob/master/bioformats/formatreader.py#L992" class="">https://github.com/CellProfiler/python-bioformats/blob/master/bioformats/formatreader.py#L992</a></div>
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Thanks very much</div>
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    Heinrich</div>
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————————————— Metadata of series 0 of original .dv(DeltaVision) file with 1 series————————————  </div>
<div class=""><?xml version="1.0" encoding="UTF-8" standalone="no"?><OME xmlns="<a href="http://www.openmicroscopy.org/Schemas/OME/2015-01" class="">http://www.openmicroscopy.org/Schemas/OME/2015-01</a>" xmlns:xsi="<a href="http://www.w3.org/2001/XMLSchema-instance" class="">http://www.w3.org/2001/XMLSchema-instance</a>"
 xsi:schemaLocation="<a href="http://www.openmicroscopy.org/Schemas/OME/2015-01" class="">http://www.openmicroscopy.org/Schemas/OME/2015-01</a>
<a href="http://www.openmicroscopy.org/Schemas/OME/2015-01/ome.xsd" class="">http://www.openmicroscopy.org/Schemas/OME/2015-01/ome.xsd</a>"><Instrument ID="Instrument:0"><Objective Correction="PlanApo" ID="Objective:10612" Immersion="Oil" LensNA="1.42" Manufacturer="Olympus"
 Model="1-U2B933" NominalMagnification="60.0" WorkingDistance="150.0" WorkingDistanceUnit="µm"/></Instrument><Image ID="Image:0" Name="DeltaVision_Test.dv"><InstrumentRef ID="Instrument:0"/><ObjectiveSettings ID="Objective:10612"/><Pixels BigEndian="false"
 DimensionOrder="XYCZT" ID="Pixels:0" Interleaved="false" PhysicalSizeX="0.10829800367355347" PhysicalSizeXUnit="µm" PhysicalSizeY="0.10829800367355347" PhysicalSizeYUnit="µm" PhysicalSizeZ="0.20000000298023224" PhysicalSizeZUnit="µm" SignificantBits="16" SizeC="3"
 SizeT="1" SizeX="2048" SizeY="2048" SizeZ="1" Type="uint16"><Channel EmissionWavelength="676.0" EmissionWavelengthUnit="nm" ExcitationWavelength="632.0" ExcitationWavelengthUnit="nm" ID="Channel:0:0" NDFilter="0.0" SamplesPerPixel="1"><LightPath/></Channel><Channel
 EmissionWavelength="632.0" EmissionWavelengthUnit="nm" ExcitationWavelength="575.0" ExcitationWavelengthUnit="nm" ID="Channel:0:1" NDFilter="0.0" SamplesPerPixel="1"><LightPath/></Channel><Channel EmissionWavelength="523.0" EmissionWavelengthUnit="nm" ExcitationWavelength="475.0"
 ExcitationWavelengthUnit="nm" ID="Channel:0:2" NDFilter="0.0" SamplesPerPixel="1"><LightPath/></Channel><MetadataOnly/><Plane DeltaT="0.0" DeltaTUnit="s" ExposureTime="2.0" ExposureTimeUnit="s" PositionX="1688.268" PositionXUnit="reference frame" PositionY="-431.984"
 PositionYUnit="reference frame" PositionZ="0.0" PositionZUnit="reference frame" TheC="0" TheT="0" TheZ="0"/><Plane DeltaT="2.4860000610351562" DeltaTUnit="s" ExposureTime="5.0" ExposureTimeUnit="s" PositionX="1688.268" PositionXUnit="reference frame" PositionY="-431.984"
 PositionYUnit="reference frame" PositionZ="0.0" PositionZUnit="reference frame" TheC="1" TheT="0" TheZ="0"/><Plane DeltaT="7.808000087738037" DeltaTUnit="s" ExposureTime="10.0" ExposureTimeUnit="s" PositionX="1688.268" PositionXUnit="reference frame" PositionY="-431.984"
 PositionYUnit="reference frame" PositionZ="0.0" PositionZUnit="reference frame" TheC="2" TheT="0" TheZ="0"/></Pixels></Image><StructuredAnnotations xmlns="<a href="http://www.openmicroscopy.org/Schemas/SA/2015-01" class="">http://www.openmicroscopy.org/Schemas/SA/2015-01</a>"><XMLAnnotation
 ID="Annotation:0" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Wavelength 3 min. intensity</Key><Value>1641.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:1" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W2 T0:photosensorReading</Key><Value>3809518.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:2" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W0 T0:ndFilter</Key><Value>0.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:3" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>X axis angle</Key><Value>90.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:4" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W0 T0:maxInten</Key><Value>7108.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:5" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W1 T0:energyConvFactor</Key><Value>1.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:6" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Z axis tilt angle</Key><Value>0.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:7" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W0 T0:minInten</Key><Value>247.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:8" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Lens ID Number</Key><Value>10612</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:9" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Wavelength 4 (in nm)</Key><Value>0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:10" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>ImageWidth</Key><Value>2048</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:11" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Column axis sequence</Key><Value>1</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:12" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Wavelength 2 (in nm)</Key><Value>632</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:13" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Sub-image starting point (Z)</Key><Value>0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:14" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Wavelength 3 max. intensity</Key><Value>11290.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:15" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Y axis tilt angle</Key><Value>0.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:16" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Image sequence</Key><Value>WZT</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:17" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Title</Key><Value>[???, þ(OiÆÖA, ½ÊC,E]</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:18" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Wavelength 2 min. intensity</Key><Value>234.0</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:19" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>PixelType</Key><Value>16 bit unsigned integer</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:20" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>ImageHeight</Key><Value>2048</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:21" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>DeltaVision_Test.dv Extended header Z0 W1 T0:timeStampSeconds</Key><Value>2.486</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:22" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Number of focal planes</Key><Value>1</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
 ID="Annotation:23" Namespace="<a href="http://openmicroscopy.org/OriginalMetadata" class="">openmicroscopy.org/OriginalMetadata</a>"><Value><OriginalMetadata><Key>Z element length (in um)</Key><Value>0.2</Value></OriginalMetadata></Value></XMLAnnotation><XMLAnnotation
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————————————— Metadata when opened with ImageJ saved using bio-formats exporter————————————  </div>
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<span style="font-size:10pt;">The University of Dundee is a registered Scottish Charity, No: SC015096</span>
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