Add a region growing example

This commit is contained in:
Ian Schneider
2015-07-02 13:30:11 -06:00
committed by Tim Schaub
parent 4320b07c5d
commit 6f6698dd6a
3 changed files with 178 additions and 1 deletions

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@@ -19,7 +19,7 @@ BUILD_HOSTED := build/hosted/$(BRANCH)
BUILD_HOSTED_EXAMPLES := $(addprefix $(BUILD_HOSTED)/,$(EXAMPLES))
BUILD_HOSTED_EXAMPLES_JS := $(addprefix $(BUILD_HOSTED)/,$(EXAMPLES_JS))
UNPHANTOMABLE_EXAMPLES = examples/shaded-relief.html examples/raster.html
UNPHANTOMABLE_EXAMPLES = examples/shaded-relief.html examples/raster.html examples/region-growing.html
CHECK_EXAMPLE_TIMESTAMPS = $(patsubst examples/%.html,build/timestamps/check-%-timestamp,$(filter-out $(UNPHANTOMABLE_EXAMPLES),$(EXAMPLES_HTML)))
TASKS_JS := $(shell find tasks -name '*.js')

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@@ -0,0 +1,43 @@
---
template: example.html
title: Region Growing
shortdesc: Grow a region from a seed pixel
docs: >
<p>Click a region on the map. The computed region will be red.</p>
<p>
This example uses a <code>ol.source.Raster</code> to generate data
based on another source. The raster source accepts any number of
input sources (tile or image based) and runs a pipeline of
operations on the input data. The return from the final
operation is used as the data for the output source.
</p>
<p>
In this case, a single tiled source of imagery data is used as input.
The region is calculated in a single "image" operation using the "seed"
pixel provided by the user clicking on the map. The "threshold" value
determines whether a given contiguous pixel belongs to the "region" - the
difference between a candidate pixel's RGB values and the seed values must
be below the threshold.
</p>
<p>
This example also shows how an additional function can be made available
to the operation.
</p>
tags: "raster, region growing"
---
<div class="row-fluid">
<div class="span12">
<div id="map" class="map"></div>
</div>
</div>
<div class="row">
<div class="col-md-1">
Threshold:
</div>
<div class="col-md-2">
<input id="threshold" type="range" min="1" max="50" value="20"/>
</div>
<div class="col-md-1">
<span id="threshold-value"></span>
</div>
</div>

134
examples/region-growing.js Normal file
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@@ -0,0 +1,134 @@
// NOCOMPILE
goog.require('ol.Map');
goog.require('ol.View');
goog.require('ol.layer.Image');
goog.require('ol.layer.Tile');
goog.require('ol.proj');
goog.require('ol.source.BingMaps');
goog.require('ol.source.Raster');
function growRegion(inputs, data) {
var image = inputs[0];
var seed = data.pixel;
var delta = parseInt(data.delta);
if (!seed) {
return [image];
}
seed = seed.map(Math.round);
var width = image.width;
var height = image.height;
var inputData = image.data;
var outputData = new Uint8ClampedArray(inputData);
var seedIdx = (seed[1] * width + seed[0]) * 4;
var seedR = inputData[seedIdx];
var seedG = inputData[seedIdx + 1];
var seedB = inputData[seedIdx + 2];
var edge = [seed];
while (edge.length) {
var newedge = [];
for (var i = 0, ii = edge.length; i < ii; i++) {
// As noted in the Raster source constructor, this function is provided
// using the `lib` option. Other functions will NOT be visible unless
// provided using the `lib` option.
var next = nextEdges(edge[i]);
for (var j = 0, jj = next.length; j < jj; j++) {
var s = next[j][0], t = next[j][1];
if (s >= 0 && s < width && t >= 0 && t < height) {
var ci = (t * width + s) * 4;
var cr = inputData[ci];
var cg = inputData[ci + 1];
var cb = inputData[ci + 2];
var ca = inputData[ci + 3];
// if alpha is zero, carry on
if (ca === 0) {
continue;
}
if (Math.abs(seedR - cr) < delta && Math.abs(seedG - cg) < delta &&
Math.abs(seedB - cb) < delta) {
outputData[ci] = 255;
outputData[ci + 1] = 0;
outputData[ci + 2] = 0;
outputData[ci + 3] = 255;
newedge.push([s, t]);
}
// mark as visited
inputData[ci + 3] = 0;
}
}
}
edge = newedge;
}
return [new ImageData(outputData, width, height)];
}
function next4Edges(edge) {
var x = edge[0], y = edge[1];
return [
[x + 1, y],
[x - 1, y],
[x, y + 1],
[x, y - 1]
];
}
var key = 'Ak-dzM4wZjSqTlzveKz5u0d4IQ4bRzVI309GxmkgSVr1ewS6iPSrOvOKhA-CJlm3';
var imagery = new ol.layer.Tile({
source: new ol.source.BingMaps({key: key, imagerySet: 'Aerial'})
});
var raster = new ol.source.Raster({
sources: [imagery.getSource()],
operationType: 'image',
operations: [growRegion],
// the contents of `lib` option will be available to the operation(s) run in
// the web worker.
lib: {
nextEdges: next4Edges
}
});
var rasterImage = new ol.layer.Image({
opacity: 0.8,
source: raster
});
var map = new ol.Map({
layers: [imagery, rasterImage],
target: 'map',
view: new ol.View({
center: ol.proj.fromLonLat([-120, 50]),
zoom: 6
})
});
var pixel;
map.getView().on('change', function() {
pixel = null;
});
map.on('click', function(ev) {
pixel = map.getPixelFromCoordinate(ev.coordinate);
raster.changed();
});
raster.on('beforeoperations', function(event) {
// the event.data object will be passed to operations
var data = event.data;
data.delta = thresholdControl.value;
data.pixel = pixel;
});
var thresholdControl = document.getElementById('threshold');
function updateControlValue() {
document.getElementById('threshold-value').innerText = thresholdControl.value;
}
updateControlValue();
thresholdControl.addEventListener('input', function() {
updateControlValue();
raster.changed();
});