OTB.SFSTextureExtraction: Computes Structural Feature Set textures on every pixel of the input image selected channel
Structural Feature Set [1] are based on the histograms of the pixels in multiple directions of the image. The SFSTextureExtraction application computes the 6 following features: SFS'Length, SFS'Width, SFS'PSI, SFS'W-Mean, SFS'Ratio and SFS'SD (Standard Deviation). The texture indices are computed from the neighborhood of each pixel. It is possible to change the length of the calculation line (spatial threshold), as well as the maximum difference between a pixel of the line and the pixel at the center of the neighborhood (spectral threshold) [2].
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{"id": "OTB.SFSTextureExtraction", "title": "Computes Structural Feature Set textures on every pixel of the input image selected channel", "description": "Structural Feature Set [1] are based on the histograms of the pixels in multiple directions of the image. The SFSTextureExtraction application computes the 6 following features: SFS'Length, SFS'Width, SFS'PSI, SFS'W-Mean, SFS'Ratio and SFS'SD (Standard Deviation). The texture indices are computed from the neighborhood of each pixel. It is possible to change the length of the calculation line (spatial threshold), as well as the maximum difference between a pixel of the line and the pixel at the center of the neighborhood (spectral threshold) [2].", "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8111/ogc-api/processes/OTB.SFSTextureExtraction/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://tb17.geolabs.fr:8111/ogc-api/processes/OTB.SFSTextureExtraction/execution.html"}], "inputs": {"in": {"title": "The input image to compute the features on.", "description": "The input image to compute the features on.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "image/jpeg", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "in"}, "channel": {"title": "The selected channel index", "description": "The selected channel index", "schema": {"type": "integer", "default": 1}, "id": "channel"}, "ram": {"title": "Available memory for processing (in MB)", "description": "Available memory for processing (in MB)", "schema": {"type": "integer", "default": 128, "nullable": true}, "id": "ram"}, "parameters.spethre": {"title": "Spectral Threshold", "description": "Spectral Threshold", "schema": {"type": "number", "default": 50, "format": "double"}, "id": "parameters.spethre"}, "parameters.spathre": {"title": "Spatial Threshold", "description": "Spatial Threshold", "schema": {"type": "integer", "default": 100}, "id": "parameters.spathre"}, "parameters.nbdir": {"title": "Number of Direction", "description": "Number of Direction", "schema": {"type": "integer", "default": 20}, "id": "parameters.nbdir"}, "parameters.alpha": {"title": "Alpha", "description": "Alpha", "schema": {"type": "number", "default": 1, "format": "double"}, "id": "parameters.alpha"}, "parameters.maxcons": {"title": "Ratio Maximum Consideration Number", "description": "Ratio Maximum Consideration Number", "schema": {"type": "integer", "default": 5}, "id": "parameters.maxcons"}, "out": {"title": "Output image containing the SFS texture features.", "description": "Output image containing the SFS texture features.", "schema": {"type": "string", "default": "float", "enum": ["uint8", "uint16", "int16", "int32", "int32", "float", "double"]}, "id": "out"}}, "outputs": {"out": {"title": "Output image containing the SFS texture features.", "description": "Output image containing the SFS texture features.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "image/jpeg", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "out"}}}
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http://tb17.geolabs.fr:8111/ogc-api/processes/OTB.SFSTextureExtraction.html Last modified: Sat Dec 4 00:09:36 CET 2021