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The Global Human Settlement Layer (GHSL) of the Joint Research Centre @ European Commission. The top image shows a view of Berlin (bing maps) and the bottom, the building footprints computed using a fusion of the Differential Area Profiles (CSL model) with the PANTEX layer (aggregated corner density map)
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Segmentation of urban structures using the CSL semantic layer
The CSL is a compression scheme for Differential Attribute Profile (DAP) vector fields that reduce feature spaces of hundreds or thousands of dimensions to a set of 3; the scale, saliency and level. Fusion of these tree using a variant of the RGB2HSV algorithm enables the discrimination and unsupervised segmentation of objects as shown in the example above.
The top image shows a panchromatic view of Brisbane, Australia and the lower shows the corresponding CSL layer in which urban structures are colored according to size, contrast and proximity to the next size-class.
The method is globally consistent and does not require any fine tuning. It is based on the maxtree algorithm and runs in sequential, shared memory, distributed memory and cloud platforms. It has been used to populate the Global Human Settlement Layer of the European Commission with building footprints from pixels originating from very inhomogeneous sources.
Eyeing all the drinks like π βͺ Boarding the 'Faith II' for @ghslmalta's Lanca Legali 2019 ππ₯ - 3rd time attending, just as lit as the first! ππ βͺ βͺ #ghsl #lancalegali #faithii #boatparty #friends #summer #drinks #goodtimes #lit (at Sliema Ferries) https://www.instagram.com/p/BziSTXRHyNd/?igshid=b7ui8qeg2sg7
Eyeing all the drinks like π βͺ Boarding the 'Faith II' for @ghslmalta's Lanca Legali 2019 ππ₯ - 3rd time attending, just as lit as the first! ππ βͺ βͺ #ghsl #lancalegali #faithii #boatparty #friends #summer #drinks #goodtimes #lit (at Sliema Ferries) https://www.instagram.com/p/BziSTXRHyNd/?igshid=avtx02r10kj
NYC LIVE! Fashion showcase! 2019 #GHSL wear #Runwaynews #thebestshowsever #nyclive https://www.instagram.com/p/BtziQ0eFOnr/?utm_source=ig_tumblr_share&igshid=hjysh5cl5hc9
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In before cannonballing ππ£ T'was pretty lit once again π₯π #ghsl #lancalegali #boatparty #friends #funtimes #lit #midnightswim (at Comino)
STEEL INDUSTRY: Donβt concession NIOMCO to GHSL, group urges Buhari
STEEL INDUSTRY: Donβt concession NIOMCO to GHSL, group urgesΒ Buhari
A group, Concerned Delta Indigenes Forum, CDIF, has appealed to the President Muhammadu Buhari-led Federal Government to jettison the proposed concessioning of the Nigeria Iron Ore Mines Company, NIOMCO, Itakpe, Kogi State, to Global Steel Holdings Limited, GSHL, former operators of the Delta Steel Company, Ovwian-Aladja, Delta State. It described NIOMCO as the βnerve centre and the life wire ofβ¦
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