Your GeoTiff is compressed (PACKBITS) and has rectangular blocks of 
416x320. This problem could come from here has you have 2.5k images.
I would give a try to unflate all your images. To do it, use gdal_translate 
-of "GTiff" -ot "Byte" input.tif output.tif 
then re-run Mosaic !

Le mercredi 12 septembre 2018 16:56:42 UTC+2, Gus a écrit :
>
> Driver: GTiff/GeoTIFF
> Files: p_731_a.tif
> Size is 4145, 3189
> Coordinate System is:
> PROJCS["WGS 84 / UTM zone 54S",
>     GEOGCS["WGS 84",
>         DATUM["WGS_1984",
>             SPHEROID["WGS 84",6378137,298.257223563,
>                 AUTHORITY["EPSG","7030"]],
>             AUTHORITY["EPSG","6326"]],
>         PRIMEM["Greenwich",0,
>             AUTHORITY["EPSG","8901"]],
>         UNIT["degree",0.0174532925199433,
>             AUTHORITY["EPSG","9122"]],
>         AUTHORITY["EPSG","4326"]],
>     PROJECTION["Transverse_Mercator"],
>     PARAMETER["latitude_of_origin",0],
>     PARAMETER["central_meridian",141],
>     PARAMETER["scale_factor",0.9996],
>     PARAMETER["false_easting",500000],
>     PARAMETER["false_northing",10000000],
>     UNIT["metre",1,
>         AUTHORITY["EPSG","9001"]],
>     AXIS["Easting",EAST],
>     AXIS["Northing",NORTH],
>     AUTHORITY["EPSG","32754"]]
> Origin = (271914.159999999974389,6123214.030000000260770)
> Pixel Size = (1.000000000000000,-1.000000000000000)
> Metadata:
>   AREA_OR_POINT=Area
> Image Structure Metadata:
>   COMPRESSION=PACKBITS
>   INTERLEAVE=PIXEL
> Corner Coordinates:
> Upper Left  (  271914.160, 6123214.030) (138d30' 1.82"E, 35d 0'28.82"S)
> Lower Left  (  271914.160, 6120025.030) (138d29'58.67"E, 35d 2'12.24"S)
> Upper Right (  276059.160, 6123214.030) (138d32'45.20"E, 35d 0'32.15"S)
> Lower Right (  276059.160, 6120025.030) (138d32'42.11"E, 35d 2'15.58"S)
> Center      (  273986.660, 6121619.530) (138d31'21.95"E, 35d 1'22.21"S)
> Band 1 Block=416x320 Type=Byte, ColorInterp=Cyan
> Band 2 Block=416x320 Type=Byte, ColorInterp=Magenta
> Band 3 Block=416x320 Type=Byte, ColorInterp=Yellow
>
>
> On Wednesday, September 12, 2018 at 4:48:14 PM UTC+2, Rémi wrote:
>>
>> The color space is l-alpha-beta but I don't think it's related to this 
>> strange behavior.
>>
>> I suspect that your images are in a non-streamable format. Meaning, you 
>> can't read them block by block, instead you are forced to read the entire 
>> file. Can you paste a gdalinfo of 1 of your file (feel free to modify 
>> coordinates and stuff) it's just to check the image file format.
>> If I'm right, you can try to convert all your files in GeoTiff format 
>> (using otbcli_Convert with an output file extension equal to ".tif", then 
>> run the Mosaic application over the fresh .tif files and it will work fine
>>
>> Rémi
>>
>> Le mercredi 12 septembre 2018 16:32:43 UTC+2, Gus a écrit :
>>>
>>> Trying to reduce the RAM value seems to have no effect on memory 
>>> footprint. If I set it to 1, it grows a lot at first, then the process 
>>> seems to progress very slowly. If I set it to 10, it gows a lot at first, 
>>> then it does progress increasingly ocuppying memory. It seems to be 
>>> independent of your colour space transform, whatever method you choose, 
>>> band per band or (I guess you use cieLab?). I'm testing the no 
>>> harmonization options that you told (that I had already tried in windows). 
>>> It's writing the tiff and seems to be ok but, although it probably will 
>>> finish, it's taking a (while slower) progressively increasing amount of ram.
>>> I tested ram parameter in otbcli_HaralickTextureExtraction and it seems 
>>> to correctly make use of chunks within parameter.
>>> Just in case, I'm using imagery of this kind, 8bit unsigned integer 
>>> where I use 0 as no value (it worked ok for small sets).
>>>
>>>
>>> On Wednesday, September 12, 2018 at 2:07:45 PM UTC+2, Rémi wrote:
>>>>
>>>> From this log, it seems like the problem occurs during statistics 
>>>> computation.
>>>>
>>>> To be sure of this, can you please check that the following commands 
>>>> work fine:
>>>>
>>>>    - otbcli_Mosaic -il /media/gus/Gus/seagrass/3_band/* -out 
>>>>    /media/gus/Gus/seagrass/processed_data/r2_simple_noharmo.tif uint8 -ram 
>>>> 128
>>>>    - otbcli_Mosaic -il /media/gus/Gus/seagrass/3_band/* -comp.feather 
>>>>    large -out 
>>>> /media/gus/Gus/seagrass/processed_data/r2_feather_noharmo.tif 
>>>>    uint8 -tmpdir /media/gus/Gus/seagrass/processed_data/temp -ram 128
>>>>
>>>> And can you please tell me if these commands are successful or not:
>>>>
>>>>    - otbcli_Mosaic -il /media/gus/Gus/seagrass/3_band/* -harmo.method 
>>>>    band -harmo.cost musig -out 
>>>>    /media/gus/Gus/seagrass/processed_data/r2_harmo-band.tif uint8 -ram 128
>>>>    - otbcli_Mosaic -il /media/gus/Gus/seagrass/3_band/* -harmo.method 
>>>>    rgb -harmo.cost musig -out 
>>>>    /media/gus/Gus/seagrass/processed_data/r2_harmo-rgb.tif uint8 -ram 128
>>>>
>>>> Now, you can try to set a very small RAM value and tell me what's 
>>>> happening. Set -ram 1 for instance... 
>>>>
>>>> Le mercredi 12 septembre 2018 11:42:19 UTC+2, Gus a écrit :
>>>>>
>>>>> I tried again last night. OTB 6.6.0 packaged linux version.
>>>>> Command line: ./otbcli_Mosaic -il /media/gus/Gus/seagrass/3_band/* 
>>>>> -comp.feather large -harmo.method rgb -harmo.cost musig -out 
>>>>> /media/gus/Gus/seagrass/processed_data/r2.tif uint8 -tmpdir 
>>>>> /media/gus/Gus/seagrass/processed_data/temp -ram 128 -progress 1
>>>>>
>>>>> Last lines of output:
>>>>> 2018-09-12 03:29:30 (INFO): Computing statistics in a decorrelated 
>>>>> colors space suitable for true-colors 
>>>>> 2018-09-12 03:29:44 (INFO): Estimated memory for full processing: 
>>>>> 3.15661e+06MB (avail.: 128 MB), optimal image partitioning: 24662 blocks
>>>>> 2018-09-12 03:29:44 (INFO): Estimation will be performed in 18639 
>>>>> blocks of 832x320 pixels
>>>>>
>>>>> Anyway, after start, used RAM begins to slowly increase until it 
>>>>> occupied my swap space and froze the computer during the night.
>>>>>
>>>>> [image: Screenshot at 2018-09-12 03-30-10.png]
>>>>>
>>>>>
>>>>>
>>>>> On Sunday, September 9, 2018 at 5:23:19 PM UTC+2, Rémi wrote:
>>>>>>
>>>>>> Hello Gus,
>>>>>>
>>>>>> To investigate a bit I would like to know if you can copy/paste:
>>>>>> -your command line
>>>>>> -the full log
>>>>>> (In a text file, or on pastebin)
>>>>>>
>>>>>> What version of OTB, and what OS do you have?
>>>>>> Thanks,
>>>>>>
>>>>>> Rémi
>>>>>>
>>>>>> Le samedi 8 septembre 2018 18:07:56 UTC+2, Gus a écrit :
>>>>>>>
>>>>>>> Thanks, Rémi
>>>>>>>
>>>>>>> Your method works fairly well, the results are really good and 
>>>>>>> visually pleasant. In fact, I was able to use you app (from gui) for 
>>>>>>> small 
>>>>>>> subsets of my data, which is a set of aerial pictures of the sea 
>>>>>>> surface 
>>>>>>> from which the sunglint has been removed.
>>>>>>>
>>>>>>> [image: 2dc4d9d7-25da-4254-9cb5-31536801f461.jpg][image: 
>>>>>>> 54ed0802-e492-438f-9f4d-8dea3593a2b6.jpg]
>>>>>>>
>>>>>>> But, when I feed your program with the complete set (about 2500 
>>>>>>> pictures, 30 Mb each approximately, 8 bit colour) it fails. Last thing 
>>>>>>> I 
>>>>>>> can check is that the temporary distance maps have been correctly 
>>>>>>> written, 
>>>>>>> and that's the last console output. while if Iskip the large feathering 
>>>>>>> step, it seems to work ok, as in next image using slim blending mode, 
>>>>>>> but 
>>>>>>> as for large blending, it fails...
>>>>>>>
>>>>>>> [image: sea_1PNG.PNG]
>>>>>>>
>>>>>>> On Saturday, September 8, 2018 at 10:57:53 AM UTC+2, Rémi wrote:
>>>>>>>>
>>>>>>>> Hello Gus,
>>>>>>>>
>>>>>>>> The RAM parameter deals only with the memory footprint during 
>>>>>>>> mosaic compositing and statistics computation, both streamable 
>>>>>>>> pipelines 
>>>>>>>> (no limitation on images size).
>>>>>>>> However, the distance map calculation (which is a temporary file, 
>>>>>>>> then used as an input of the streamed mosaicing compositing pipeline, 
>>>>>>>> just 
>>>>>>>> for feathering) is not a streamable process. Meaning that, for each 
>>>>>>>> input 
>>>>>>>> image to mosaic, the distance map will theoretically require the full 
>>>>>>>> image 
>>>>>>>> in memory to be processed. That's why there is the distancemap.sr 
>>>>>>>> (sampling ratio) parameter. This enables the subsampling of the input 
>>>>>>>> image, to compute the distance map with a smaller footprint. See 
>>>>>>>> README.md, 
>>>>>>>> section "Performance tuning: Distance map images sampling ratio".
>>>>>>>> This is a current limitation of the application, I will add this 
>>>>>>>> explicitly in the application description.
>>>>>>>>
>>>>>>>> Your problem could also come from the fact that your input images 
>>>>>>>> have not the same projection reference (and leading to a near infinite 
>>>>>>>> image, e.g. if you mix degrees and meters units, or with wrong 
>>>>>>>> coordinate 
>>>>>>>> reference system), check this. 
>>>>>>>>
>>>>>>>> Hope that helps,
>>>>>>>>
>>>>>>>> Rémi
>>>>>>>>
>>>>>>>> Le vendredi 7 septembre 2018 01:44:23 UTC+2, Gus a écrit :
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> Hello everyone.
>>>>>>>>>
>>>>>>>>> I don't clearly understand the process followed by the remote 
>>>>>>>>> module "mosaic". The memory occupied during some phase after distance 
>>>>>>>>> maps 
>>>>>>>>> calculation for large blending with lab color space harmonization 
>>>>>>>>> grows a 
>>>>>>>>> lot, so I obtain a huge page file and my computer reboots. I checked 
>>>>>>>>> the 
>>>>>>>>> paper and peeked into the code a bit, but I'm not familiar with the 
>>>>>>>>> libraries. Is there any way of estimating the ram needed for the 
>>>>>>>>> process? 
>>>>>>>>> Is there a way of overcoming this issue? (probably I will process it 
>>>>>>>>> in 
>>>>>>>>> chunks anyway but that would simplify things quite a lot).
>>>>>>>>>
>>>>>>>>> Cheers
>>>>>>>>>
>>>>>>>>> Gus
>>>>>>>>>
>>>>>>>>

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