OTB.DSFuzzyModelEstimation: Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).

Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).

Inputs

Ground truth vector data for positive samples

format
href
Please set a value for psin.

Ground truth vector data for negative samples

format
href
Please set a value for nsin.

Dempster Shafer study hypothesis to compute belief

string
Please set a value for belsup.

Dempster Shafer study hypothesis to compute plausibility

string
Please set a value for plasup.

Dempster Shafer criterion (by default (belief+plausibility)/2)

string

Coefficient between 0 and 1 to promote undetection or false detections (default 0.5)

number

Initialization model (xml file) to be used. If the xml initialization model is set, the descriptor list is not used (specified using the option -desclist)

format
href
Please set a value for initmod.

List of the descriptors to be used in the model (must be specified to perform an automatic initialization)

string

Maximum number of optimizer iteration (default 200)

integer

Activate the optimizer observer

boolean
Please set a value for optobs.

Outputs

Output model file name (xml file) contains the optimal model to perform information fusion.

format
transmission

Execution options

successUri
inProgressUri
failedUri

format

mode

Execute End Point

View the execution endpoint of a process.

View the alternative version in HTML.

{"id": "OTB.DSFuzzyModelEstimation", "title": "Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).", "description": "Estimate feature fuzzy model parameters using 2 vector data (ground truth samples and wrong samples).", "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://demo.mapmint.com/ogc-api/processes/OTB.DSFuzzyModelEstimation/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/OTB.DSFuzzyModelEstimation/execution.html"}], "inputs": {"psin": {"title": "Ground truth vector data for positive samples", "description": "Ground truth vector data for positive samples", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "id": "psin"}, "nsin": {"title": "Ground truth vector data for negative samples", "description": "Ground truth vector data for negative samples", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml", "application/vnd.google-earth.kml+xml", "application/json", "application/zip"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}, {"type": "string", "contentEncoding": "utf-8", "contentMediaType": "application/vnd.google-earth.kml+xml"}, {"type": "object"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "application/zip"}]}, "id": "nsin"}, "belsup": {"title": "Dempster Shafer study hypothesis to compute belief", "description": "Dempster Shafer study hypothesis to compute belief", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value"}, "id": "belsup"}, "plasup": {"title": "Dempster Shafer study hypothesis to compute plausibility", "description": "Dempster Shafer study hypothesis to compute plausibility", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value"}, "id": "plasup"}, "cri": {"title": "Dempster Shafer criterion (by default (belief+plausibility)/2)", "description": "Dempster Shafer criterion (by default (belief+plausibility)/2)", "schema": {"type": "string", "default": "Any value", "nullable": true}, "id": "cri"}, "wgt": {"title": "Coefficient between 0 and 1 to promote undetection or false detections (default 0.5)", "description": "Coefficient between 0 and 1 to promote undetection or false detections (default 0.5)", "schema": {"type": "number", "default": 0.5, "format": "double", "nullable": true}, "id": "wgt"}, "initmod": {"title": "Initialization model (xml file) to be used. If the xml initialization model is set, the descriptor list is not used (specified using the option -desclist)", "description": "Initialization model (xml file) to be used. If the xml initialization model is set, the descriptor list is not used (specified using the option -desclist)", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}}}], "nullable": true}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}, "id": "initmod"}, "desclist": {"title": "List of the descriptors to be used in the model (must be specified to perform an automatic initialization)", "description": "List of the descriptors to be used in the model (must be specified to perform an automatic initialization)", "maxOccurs": 1024, "schema": {"type": "string", "default": "Any value", "nullable": true}, "id": "desclist"}, "maxnbit": {"title": "Maximum number of optimizer iteration (default 200)", "description": "Maximum number of optimizer iteration (default 200)", "schema": {"type": "integer", "default": 200, "nullable": true}, "id": "maxnbit"}, "optobs": {"title": "Activate the optimizer observer", "description": "Activate the optimizer observer", "schema": {"type": "boolean", "default": false}, "id": "optobs"}}, "outputs": {"out": {"title": "Output model file name (xml file) contains the optimal model to perform information fusion.", "description": "Output model file name (xml file) contains the optimal model to perform information fusion.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["text/xml"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "utf-8", "contentMediaType": "text/xml"}]}, "id": "out"}}}

http://demo.mapmint.com/ogc-apihttp://localhost/ogc-api/localhost/ogc-api/processes/OTB.DSFuzzyModelEstimation.html
Last modified: Sat Feb 19 15:43:34 CET 2022