OTB.Smoothing: Apply a smoothing filter to an image

This application applies a smoothing filter to an image. Three methodes can be used : a gaussian filter , a mean filter , or an anisotropic diffusion using the Perona-Malik algorithm.

Inputs

Input image to smooth.

format
href
Please set a value for in.

Output smoothed image.

string
Please set a value for out.

Available memory for processing (in MB)

integer

Smoothing kernel to apply

string
Please set a value for type.

Standard deviation of the gaussian kernel used to filter the image

number
Please set a value for type.mean.radius.

Time step that will be used to discretize the diffusion equation

number
Please set a value for type.anidif.timestep.

Number of iterations needed to get the result

integer
Please set a value for type.anidif.nbiter.

Controls the sensitivity of the conductance term in the diffusion equation. The lower it is the stronger the features will be preserved

number
Please set a value for type.anidif.conductance.

Outputs

Output smoothed image.

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.Smoothing", "title": "Apply a smoothing filter to an image", "description": "This application applies a smoothing filter to an image. Three methodes can be used : a gaussian filter , a mean filter , or an anisotropic diffusion using the Perona-Malik algorithm.", "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.Smoothing/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/OTB.Smoothing/execution.html"}], "inputs": {"in": {"title": "Input image to smooth.", "description": "Input image to smooth.", "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"}, "out": {"title": "Output smoothed image.", "description": "Output smoothed image.", "schema": {"type": "string", "default": "float", "enum": ["uint8", "uint16", "int16", "int32", "int32", "float", "double"]}, "id": "out"}, "ram": {"title": "Available memory for processing (in MB)", "description": "Available memory for processing (in MB)", "schema": {"type": "integer", "default": 128, "nullable": true}, "id": "ram"}, "type": {"title": "Smoothing kernel to apply", "description": "Smoothing kernel to apply", "schema": {"type": "string", "default": "anidif", "enum": ["mean", "gaussian", "anidif"]}, "id": "type"}, "type.mean.radius": {"title": "Standard deviation of the gaussian kernel used to filter the image", "description": "Standard deviation of the gaussian kernel used to filter the image", "schema": {"type": "number", "default": 2, "format": "double"}, "id": "type.mean.radius"}, "type.anidif.timestep": {"title": "Time step that will be used to discretize the diffusion equation", "description": "Time step that will be used to discretize the diffusion equation", "schema": {"type": "number", "default": 0.125, "format": "double"}, "id": "type.anidif.timestep"}, "type.anidif.nbiter": {"title": "Number of iterations needed to get the result", "description": "Number of iterations needed to get the result", "schema": {"type": "integer", "default": 10}, "id": "type.anidif.nbiter"}, "type.anidif.conductance": {"title": "Controls the sensitivity of the conductance term in the diffusion equation. The lower it is the stronger the features will be preserved", "description": "Controls the sensitivity of the conductance term in the diffusion equation. The lower it is the stronger the features will be preserved", "schema": {"type": "number", "default": 1, "format": "double"}, "id": "type.anidif.conductance"}}, "outputs": {"out": {"title": "Output smoothed image.", "description": "Output smoothed image.", "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"}}}

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