Add a region growing example
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committed by
Tim Schaub
parent
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commit
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2
Makefile
2
Makefile
@@ -19,7 +19,7 @@ BUILD_HOSTED := build/hosted/$(BRANCH)
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BUILD_HOSTED_EXAMPLES := $(addprefix $(BUILD_HOSTED)/,$(EXAMPLES))
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BUILD_HOSTED_EXAMPLES_JS := $(addprefix $(BUILD_HOSTED)/,$(EXAMPLES_JS))
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UNPHANTOMABLE_EXAMPLES = examples/shaded-relief.html examples/raster.html
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UNPHANTOMABLE_EXAMPLES = examples/shaded-relief.html examples/raster.html examples/region-growing.html
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CHECK_EXAMPLE_TIMESTAMPS = $(patsubst examples/%.html,build/timestamps/check-%-timestamp,$(filter-out $(UNPHANTOMABLE_EXAMPLES),$(EXAMPLES_HTML)))
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TASKS_JS := $(shell find tasks -name '*.js')
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43
examples/region-growing.html
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43
examples/region-growing.html
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---
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template: example.html
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title: Region Growing
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shortdesc: Grow a region from a seed pixel
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docs: >
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<p>Click a region on the map. The computed region will be red.</p>
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<p>
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This example uses a <code>ol.source.Raster</code> to generate data
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based on another source. The raster source accepts any number of
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input sources (tile or image based) and runs a pipeline of
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operations on the input data. The return from the final
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operation is used as the data for the output source.
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</p>
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<p>
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In this case, a single tiled source of imagery data is used as input.
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The region is calculated in a single "image" operation using the "seed"
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pixel provided by the user clicking on the map. The "threshold" value
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determines whether a given contiguous pixel belongs to the "region" - the
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difference between a candidate pixel's RGB values and the seed values must
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be below the threshold.
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</p>
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<p>
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This example also shows how an additional function can be made available
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to the operation.
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</p>
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tags: "raster, region growing"
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---
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<div class="row-fluid">
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<div class="span12">
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<div id="map" class="map"></div>
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</div>
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</div>
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<div class="row">
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<div class="col-md-1">
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Threshold:
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</div>
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<div class="col-md-2">
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<input id="threshold" type="range" min="1" max="50" value="20"/>
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</div>
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<div class="col-md-1">
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<span id="threshold-value"></span>
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</div>
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</div>
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134
examples/region-growing.js
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134
examples/region-growing.js
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// NOCOMPILE
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goog.require('ol.Map');
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goog.require('ol.View');
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goog.require('ol.layer.Image');
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goog.require('ol.layer.Tile');
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goog.require('ol.proj');
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goog.require('ol.source.BingMaps');
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goog.require('ol.source.Raster');
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function growRegion(inputs, data) {
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var image = inputs[0];
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var seed = data.pixel;
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var delta = parseInt(data.delta);
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if (!seed) {
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return [image];
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}
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seed = seed.map(Math.round);
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var width = image.width;
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var height = image.height;
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var inputData = image.data;
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var outputData = new Uint8ClampedArray(inputData);
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var seedIdx = (seed[1] * width + seed[0]) * 4;
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var seedR = inputData[seedIdx];
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var seedG = inputData[seedIdx + 1];
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var seedB = inputData[seedIdx + 2];
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var edge = [seed];
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while (edge.length) {
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var newedge = [];
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for (var i = 0, ii = edge.length; i < ii; i++) {
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// As noted in the Raster source constructor, this function is provided
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// using the `lib` option. Other functions will NOT be visible unless
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// provided using the `lib` option.
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var next = nextEdges(edge[i]);
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for (var j = 0, jj = next.length; j < jj; j++) {
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var s = next[j][0], t = next[j][1];
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if (s >= 0 && s < width && t >= 0 && t < height) {
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var ci = (t * width + s) * 4;
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var cr = inputData[ci];
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var cg = inputData[ci + 1];
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var cb = inputData[ci + 2];
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var ca = inputData[ci + 3];
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// if alpha is zero, carry on
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if (ca === 0) {
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continue;
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}
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if (Math.abs(seedR - cr) < delta && Math.abs(seedG - cg) < delta &&
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Math.abs(seedB - cb) < delta) {
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outputData[ci] = 255;
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outputData[ci + 1] = 0;
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outputData[ci + 2] = 0;
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outputData[ci + 3] = 255;
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newedge.push([s, t]);
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}
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// mark as visited
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inputData[ci + 3] = 0;
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}
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}
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}
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edge = newedge;
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}
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return [new ImageData(outputData, width, height)];
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}
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function next4Edges(edge) {
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var x = edge[0], y = edge[1];
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return [
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[x + 1, y],
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[x - 1, y],
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[x, y + 1],
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[x, y - 1]
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];
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}
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var key = 'Ak-dzM4wZjSqTlzveKz5u0d4IQ4bRzVI309GxmkgSVr1ewS6iPSrOvOKhA-CJlm3';
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var imagery = new ol.layer.Tile({
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source: new ol.source.BingMaps({key: key, imagerySet: 'Aerial'})
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});
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var raster = new ol.source.Raster({
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sources: [imagery.getSource()],
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operationType: 'image',
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operations: [growRegion],
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// the contents of `lib` option will be available to the operation(s) run in
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// the web worker.
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lib: {
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nextEdges: next4Edges
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}
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});
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var rasterImage = new ol.layer.Image({
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opacity: 0.8,
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source: raster
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});
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var map = new ol.Map({
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layers: [imagery, rasterImage],
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target: 'map',
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view: new ol.View({
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center: ol.proj.fromLonLat([-120, 50]),
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zoom: 6
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})
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});
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var pixel;
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map.getView().on('change', function() {
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pixel = null;
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});
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map.on('click', function(ev) {
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pixel = map.getPixelFromCoordinate(ev.coordinate);
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raster.changed();
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});
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raster.on('beforeoperations', function(event) {
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// the event.data object will be passed to operations
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var data = event.data;
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data.delta = thresholdControl.value;
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data.pixel = pixel;
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});
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var thresholdControl = document.getElementById('threshold');
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function updateControlValue() {
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document.getElementById('threshold-value').innerText = thresholdControl.value;
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}
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updateControlValue();
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thresholdControl.addEventListener('input', function() {
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updateControlValue();
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raster.changed();
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});
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