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Je možné použít video z dronu DJI ve FMV pro ArcGIS?

Cody Benkelman

Pro FMV v ArcGIS (ArcGIS Pro 2.2 nebo novější s rozšířením Image Analyst, nebo ArcMap 10.x s doplňkem FMV) k zobrazení videí a propojení otisku do správné polohy na mapě musí video obsahovat georeferenční metadata multiplexovaná do video streamu. Metadata musí být ve formátu MISB (motion industry standards board). Informace jsou zde http://esriurl.com /misb, ale uživatelé dronů nemusí tuto specifikaci studovat. Pro datasety bez MISB vytvořila Esri geoprocesní nástroj nazvaný Video Multiplexer, který zpracuje video soubor se samostatným textovým souborem metadat a vytvoří video kompatibilní s MISB. Toto je podrobněji popsáno (např. formát metadat o poloze kamery, orientaci, zorném poli atd.) v manuálu FMV na http://esriurl.com/FMVMANUAL.

Spuštění Video Multiplexer je jednoduché, pokud máte požadovaná metadata ve správném formátu, což je klíčová výzva.

Esri nabízí aplikaci na http://esriurl.com/SSEE, která slouží k plánování a řízení letů dronů. Tato aplikace pro iPad je zdarma pro uživatele s účtem ArcGIS Online nebo Enterprise a automaticky zaznamenává metadata potřebná pro Video Multiplexer při jakémkoli letu videa (manuálním nebo autonomním). Drony podporované touto aplikací jsou uvedeny na https://esriurl.com/SiteScanSupportedDrones.

Pro uživatele vyžadující Android vyvinul obchodní partner Esri CompassDrone aplikaci CIRRUAS, která zachytává video metadata potřebná pro podporu FMV. CIRRUAS je dostupný na https://compassdrone.com/cirruas/.

Upozorňujeme, že požadovaná metadata musí být zachycena v době letu dronu. Pokud máte videa dříve pořízená bez použití této aplikace, může být možné extrahovat požadovaná metadata, ale existují omezení a naše zkušenosti ukazují, že je to náročné. Další diskuse je uvedena níže.

Drony DJI zapisují binární formátovaný soubor metadat s příponou *.dat nebo *.srt (v závislosti na dronu a firmwaru) pro každý let. Existuje bezplatný nástroj nazvaný „DatCon“ na tomto odkazu https://datfile.net/DatCon/downloads.html, který údajně převádí DJI soubory do ASCII formátu. Tento ASCII soubor by pak mohl být ručně upraven pro kompatibilitu s ArcGIS Pro, jak je popsáno níže. Pokud se rozhodnete pro tuto úpravu a přeformátování, prosím podívejte se na tento blog pro další rady: http://esriurl.com/MultiplexerTipsTricks.

Klíčové body:

Esri netestovala a nemůže doporučit bezplatný nástroj DatCon. Pokud se rozhodnete jej použít, stejně jako u jakéhokoli stahování z internetu byste měli zkontrolovat přítomnost virů apod.
DJI několikrát změnila formát metadat v tomto souboru, takže v závislosti na vašem dronu a datu jeho firmwaru najdete rozdíly v obsahu metadat. Esri nemá specifikaci pro metadata DJI v žádné verzi, takže nemůže poradit, co očekávat v tomto souboru (nebo co může chybět).
Dalším klíčovým bodem je, že soubory DJI *.dat a *.srt byly vytvořeny za účelem řešení problémů; nebyly navrženy s cílem podporovat geoprostorové profesionály hledající kompletní záznam metadat o dronu, gimbalu a kameře. Výsledkem je, že uživatelé obvykle najdou časové mezery v metadatech. Zpracování těchto metadat přes FMV Multiplexer pravděpodobně vytvoří neúplné a/nebo nepřesné výsledky, pokud neuplatníte ruční úsilí k identifikaci časových mezer a doplnění vlastních odhadovaných nebo interpolovaných hodnot pro chybějící časy a pole.
Tento blog byl napsán poprvé v září 2018 a je velmi pravděpodobné, že DJI v budoucnu provede změny firmwaru ovlivňující čitelnost a úplnost jejich metadat.

NOVÁ AKTUALIZACE září 2022: pokud jakákoli část vašeho videa míří nad horizont, funkce FMV nemusí vyhovovat vašim potřebám. Viz zdroje v příspěvku níže ze dne 20.09.2022.

Pravidelně kontrolujte tento blog kvůli aktualizacím, jak budou vyvíjeny další funkce.

Najděte více příspěvků označených jako

Motion imagery

Komentáře

ejuser

I flew my dji mavic pro platinum with the GPS .SRT file logging enabled. I assumed this would allow me to use FMV, integrating the video captured with our GIS. I'm realizing this isn't the case, unless I'm missing something. I'm not aware of the .dat file that's referred to in your blog post. Can I use the .SRT file to see my drone video or do I need to access the .dat file?

Cody Benkelman

Ed - sorry my blog wasn't more complete (I try not to make them too long!) but the above discussion is my best understanding of ANY metadata file written by the DJI drones - I don't know what is different about the *.dat vs. *.srt files. (I've updated the text above) If time permits, I'm hoping to have an engineer at Esri focus some time on understanding and reading these files, but my understanding is that they may not include complete records without temporal gaps.

If you have a readable (ASCII) version of the *.srt file, we'd be happy to take a look at it. It would need to be reformatted for compatibility with our "multiplexer" GP tool (see doc at http://esriurl.com/FMVmanual).

JamesLeidhold1

Hi Cody, is there any way to know if any progress has been made regarding bringing DJI drone video into ArcGIS FMV? I would love a notification or something similar. My research project involves taking drone video and georeferencing it. I am hoping to use ArcGIS FMV to do this, since I understand it will automatically georeference video as long as it has the correct metadata.

Cody Benkelman

James

I apologize for the delay - I missed this message over the Thanksgiving break. Short answer, this Imagery & Remote Sensing group, and specifically this blog, are the best places to check back - you can 'follow' this blog, I believe, and you'll be notified of updates. If DJI makes changes to their metadata recording and formatting that make FMV integration easier, I'll publish an update here.

Cody B

BelindaDow

Great read... I will check back in to see if you have any updates. I am looking into incorporating FMV and drone data now. I have been able to access the .srt file , but it does not have all the data I need. I watched the FMV tutorial but it doesn't give you insight on what you get from drone data. The tutorial doesn't give you any sample data or show you what the file should look like.. So hopefully some new updates on integrating drone data in existing platforms will come out soon...

srt file sample from DJI mavic

Cody Benkelman

Belinda

I don't have any new information re: DJI drones, but I want to ask about your comments about the tutorial. Do you mean the FMV tutorial at http://esriurl.com/FMVtutorial? That should have a sample video file, and associated metadata in the proper format for using our Video Multiplexer geoprocessing tool. You can also get information on the multiplexer in http://esriurl.com/FMVmanual (but note these resources are for ArcMap; the latest release of FMV for Pro is coming soon at Pro version 2.3, and the documentation is different, although the fundamentals of the MISB format and the multiplexer are unchanged).

Let me know if you cannot find that sample data - but as I cautioned at top, I agree that your SRT file does not appear to have complete metadata. However, if you did not pan the camera on the gimbal and you can estimate its view orientation (relative to the drone flight direction and the horizon), you may be able to generate a reasonable geotagged video using those estimated orientation values. You'll have to estimate the field of view as well, and it will take some work to process the *.srt GPS data into a format usable by our Video Multiplexer . Last, you may want to use https://www.epochconverter.com/ to determine a start time (UNIX time, in microseconds) based on your video start time.

Cody

BelindaDow

Thanks Cody, sorry for the delay.. I saw the ESRI tutorial or workshop through the training website. Its an intro to the FMV add in.. I will be looking into the multiplexer for the data that I do have. I will keep a look out for any new posts...

LanNguyen1

Hi all,

After a year researching the FMV, it is still a pain to get everything worked as the sample videos I got with FMV ESRI training.

What we have: Phantom 4 Pro + CIRRUAS + Arc10.5 + FMV extension.

Planned a mission of 20min to fly at 100m, CIRRUAS broke videos and logs into 5min each.

Mixed the video with CSV using Video Multiplexer and do not know what to put in the Average elevation if we wanted to calculate four corners.

Tested with 100m (flight height) and 700m (what we found in CSV file) and the outputs were generated but wrong, the marking and measurements on the ground were not correct. or too big or too small. The video seems to be alright comparing to the land marks on the ground.

How to choose the best Average elevation for Video Multiplexer? Or was 100m flight altitude is too low with heavily affect the corner calculation? (the flight altitudes in the ESRI sample videos are about 1000m and more)

Thank you!

Cody Benkelman

Support for a DEM was implemented in the Pro version, but for the FMV 1.4 add-in to ArcMap, the multiplexer will process assuming flat terrain. I appears your metadata file reports height above sea level (orthometric height), so if 700 is correct for the flight altitude, enter the average elevation for the local terrain into the tool. If you would prefer to edit the metadata file such that it reports height above launch point, enter 0 for average elevation.

Note that DJI drones often do not report accurate values for flying height, so you may need to adjust the metadata file to get the proper flight altitudes.

### UPDATE ADDED June 2022 ### We have published a tech article regarding how to apply corrections for height values in flight logs (most typically from DJI drones but applicable to any drone presuming you are able to extract the required metadata; Note this new article is ONLY about correcting height values, not about interpreting drone flight logs to FIND or FORMAT the metadata). See http://esriurl.com/CorrectDroneZ

Cody B

LanNguyen1

Hi Cody,

Thanks for the quick reply. If you are familiar with CIRRUAS output then please have a look at the picture

I have check with our LiDAR DEM, the average elevation of the ground is 545m ASL and + 100m flight, I think the sensor True altitude should be 645m.

I also updating all Sensor True Altitude in CSV using LiDAR DEM.

In this case, should I use 545m for the Average Elevation in the Multiplexer? I realised that calculating corners will be much tricky if we fly low with inconsistent elevation data. Variation of few meters could cause huge error in XY of the corners.

Thanks,

Cody Benkelman

Lan

This is an example of what I was referring to, regarding inaccurate altitude values in DJI drones. It appears the altitude values in your metadata may be 80 m too high.

Based on what you said here, I would EITHER:

1) use a calculation to subtract 80 meters from the Sensor True Altitude, then enter 545 m into the tool for "Average Elevation", or

2) leave the *.csv file as is, and enter 625 into the tool for "Average Elevation"

The advantage of 1) is that your metadata.csv file would show the (approximately) correct altitudes - but if you're using MS Excel, be sure to remove the formulas after calculation and write numeric values (not formulas) in your metadata.csv file. Also be sure to CLOSE the file (not editing in MS Excel) before running the multiplexer.

Cody

MervynLotter

Just to add that the Cirruas app has the option to adjust the take off altitude based on a the location of the drone at take off. Just go to Video info log .., then tap and hold on one of the video log files and you will be provided with the option to "Fix reference altitude". This will then adjust the elevation values across the CSV file when you export it.

LanNguyen1

Hi all,

FMV in ArcGIS is rocket science?

1. I fixed the sensor true attitude using DEM Lidar, put it back to CSV, no formula, just copy paste and tried to calculate the cornerXY and Video Multiplexer said I have wrong datatype or string error...

2.Had to come back with the orginal CSV generated by CIRRUAS, ran Video Multiplexer without calculating corner XY, all good, got the MISB mp4, can play + shows the drone positions on the maps. Wanted to export frame to JPG with the sensor XY injected into EXIF, intended to use these JPGs with Orthomosaic generator Dronedeploy... but non of these tools work

Also tried the Capture function while playing video, did not work, only worked with those have corner XY calculated.

IS THERE ANYWAY TO EXPORT JPG WITH EXIF FROM A MISB (no Corner XY) VIDEO?

THANKS!

Lan

Cody Benkelman

Lan

1) First we need to figure out why step 1 did not work.

2) You'll want to run the multiplexer to calculate the XY coordinates of the frame corners. Did you deliberately choose to deselect that, or did you have problems and find it would not work unless you deselected that?

You said "None of these tools work". You tried all 6 tools, and none of them worked? Extract video frames for Orthomosaic should export JPGs with EXIF metadata, but I have not tested it with the frame corners not calculated. (Logically the frame corners should not be required, but I would assume you DO want frame corners for the video to be useful).

Am I correct that you did not shoot video at an oblique angle, but it was aimed at or near nadir? And did you also fly parallel overlapping flightlines? If my assumptions are not both true, then it is not likely that DroneDeploy will be able to process the single frames.

Cody B

LanNguyen1

Hi Cody,

1, Could not figure out why after modifying "Sensor altitude" field in csv file, it did not work with the multiplexer anymore. Even with and without calculating corner XY option.

2, With the original csv, I could "mix" it with the video file with and without calculating corner XY. I did not use the one with XY calculated because it shows wrong XY of the frames anyway.

With the one without XY, I expected to export to JPG with EXIF injected into the header but it did not work.

If you would like to have a look deeper, I could upload raw sample data somewhere and PM you.

Thank you!

Cheers,

Lan

Cody Benkelman

Lan

I responded to you in email after reviewing your data, but will repeat it here.

In your data from 17 March, the time stamps have been corrupted, I presume by MS Excel.

This is a known problem with Excel reformatting 16 bit integers into scientific notation. see http://esriurl.com/FMVmanual. It cannot be corrected without returning to an earlier copy of your data to restore the timestamps.

In your 30 March data, everything works fine for me, although there does appear to be a time delta of about 4 seconds between your metadata file and your video. It sounds like your concern is accuracy - note that FMV does not attempt to improve the accuracy of your input data. If you do not have an accurate (x,y,z) location AND heading/pitch/roll AND sensor field of view, ArcGIS cannot provide accurate location for the video frame or any points digitized in the video.

Cody

LucasMartinez

Hello, thanks for these precious informations.

I am planning on working with FMV and a Phantom 4 in order to localize objects from the video image. FMV requires to map data from the flight to specific attributes (The 12 required such as Unix Time Stamp, Sensor Latitude, Sensor Longitude, Sensor Altitude... etc.) but I am having trouble finding the right mapping among the ~120 attributes in the CSV file exported with the DatCon tool.

For example, the resulting CSV file shows various Lat/Long attributes, such as "IMU_ATTI(0):Longitude" or "GPS(0):Long". Values are close until the fourth decimal but not exactly the same. Does anybody have an idea on how to properly map the DJI attributes with the 12 fields required in ArcGIS, or a definition of these metadata written by DJI?

Would really appreciate any help upon this.

Best regards,
Lucas

Will

I've created a free online petition for DJI to provide MISB compliant video.. can sign it here:

https://www.change.org/p/dji-please-provide-misb-compliant-drone-video

ChrisCipriani

We might have something that should be able to help out a lot of users with the DJI to Esri ArcGIS FMV process. Remote GeoSystems, an Esri Business Partner, just added a new feature our LineVision Desktop - Ultimate edition that provides an easy way to automatically create a properly formatted CSV with metadata for direct input into the Esri ArcGIS Video Multiplexer tool. Users no longer need to hand-modify or update CSV files - all you need is the DJI Flight Record Log .TXT file and the DJI video.

Here is short How-To video:

https://youtu.be/4DRaNJBBMX0

Get a free trial in the Esri ArcGIS Marketplace:
https://marketplace.arcgis.com/listing.html?id=42de9c1ffb734fb69c48eb50a744eb7f

Any questions - contact us at support@remotegeo.com.

MichaelBruening

I know this is an older thread/blog, but I was wondering if anyone has found an easy and workable means of using a DJI drone video with FMV?

I have attempted to use the steps within this article only.tonfind that the Cirruas app has been removed from the Google store and that the Datcon program will not perform on my laptop with windows 10 pro. I have the correct version of sun java software and installed and it does not recognize it and returns an error.

I have attempted to find any article or blog or informational piece of material that could possibly help me out, but I have not been able to find any means of being able to use my Pixel 6 Pro and a DJI drone within FMV.

Any help or information would be greatly appreciated.

Cody Benkelman

I inserted this comment above, but repeating it here for anyone simply scrolling down to the latest post.

### UPDATE ADDED June 2022 ### We have published a tech article regarding how to apply corrections for height values in flight logs (most typically from DJI drones but applicable to any drone, presuming you are able to extract the required metadata; Note this new article is ONLY about correcting height values, not about interpreting drone flight logs to FIND or FORMAT the metadata). See http://esriurl.com/CorrectDroneZ

Also repeating from above - Esri does provide a free flight planning and flight control app (for iPad only) that will automatically record metadata in the required format for any video flight. See at http://esriurl.com/SSLE

Cody B.

Cody Benkelman

### ADDING ANOTHER UPDATE September 20, 2022 ###

On the general subject of "Using video in ArcGIS" many of you may be interested to learn about Oriented Imagery. This is a capability designed specifically for images and video that cannot be mapped onto the ground - e.g. if any portion of your video aims above the horizon, some of the features of FMV in ArcGIS aren't applicable (e.g. "zoom to extent of video footprint" will zoom out to 1:1 million scale because the footprint extends to the horizon).

If you are capturing video with a drone, dashcam, etc. aimed toward the horizon (even if there's a building in the view and you can't see the horizon) Oriented Imagery may provide a better solution for working with your video in ArcGIS.

A good starting point is this resource https://doc.arcgis.com/en/imagery/workflows/resources/managing-and-visualizing-oriented-imagery.htm and note it points to other documentation (See Imagery Workflows resources) including public sample web apps (including some video datasets) at https://esriurl.com/OIgallery

IMPORTANT SUMMARY:
Oriented Imagery supports video aimed partially or completely above the horizon, but all of the discussion in this blog above regarding the format and completeness of suitable metadata (XYZ location, heading, and field of view of the sensor) is still applicable. Oriented Imagery does not provide a solution for missing or improperly formatted metadata.

Cody B.

ClemensNaderer1

There is a really simple way to do this:

DJI Drone Video for Esri MISB FMV Video Multiplexer with LineVision Desktop - YouTube

Simple workflow and tool.

JoabelBarbieri

Any news when ESRI will support DJI SRT files directly? It's so frustrating having to figure out different formats and standards and manually convert files every flight.

Besides, you're not expecting that DJI (Chinese) will comply with a NATO-related standard (MISB), aren't you?

JamiesonAllen

The DJI Matrice 4 Series now supports MISB video!

This became available with the newest firmware update Date: 2025.06.10
Aircraft Firmware: v14.01.00.10.

Added support for recording videos compliant with MISB standards, enabling geospatial video
applications on GIS platforms.

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