Options
Mode
Color ramp
Illustrates colorization of point clouds with multiple modes.
Point clouds can be colorized from different methods : using the original color in the point cloud, coloring using an elevation gradient, or coloring using an external image source, such as a WMS layer.
import colormap from "colormap";
import { Vector3 } from "three";
import { MapControls } from "three/examples/jsm/controls/MapControls.js";
import Instance from "@giro3d/giro3d/core/Instance.js";
import Tiles3D from "@giro3d/giro3d/entities/Tiles3D.js";
import ColorLayer from "@giro3d/giro3d/core/layer/ColorLayer.js";
import PointCloudMaterial, {
MODE,
} from "@giro3d/giro3d/renderer/PointCloudMaterial.js";
import Tiles3DSource from "@giro3d/giro3d/sources/Tiles3DSource.js";
import Inspector from "@giro3d/giro3d/gui/Inspector.js";
import Extent from "@giro3d/giro3d/core/geographic/Extent.js";
import WmtsSource from "@giro3d/giro3d/sources/WmtsSource.js";
function bindToggle(id, onChange) {
const element = document.getElementById(id);
if (!(element instanceof HTMLInputElement)) {
throw new Error(
"invalid binding element: expected HTMLButtonElement, got: " +
element.constructor.name,
);
}
element.oninput = function oninput() {
onChange(element.checked);
};
const callback = (v) => {
element.checked = v;
onChange(element.checked);
};
return [callback, element.checked, element];
}
function bindSlider(id, onChange) {
const element = document.getElementById(id);
if (!(element instanceof HTMLInputElement)) {
throw new Error(
"invalid binding element: expected HTMLInputElement, got: " +
element.constructor.name,
);
}
element.oninput = function oninput() {
onChange(element.valueAsNumber);
};
const setValue = (v, min, max, step) => {
if (min != null && max != null) {
element.min = min.toString();
element.max = max.toString();
if (step != null) {
element.step = step;
}
}
element.valueAsNumber = v;
onChange(element.valueAsNumber);
};
const initialValue = element.valueAsNumber;
return [setValue, initialValue, element];
}
function bindColorMapBounds(callback) {
const min = document.getElementById("min");
if (!(min instanceof HTMLInputElement)) {
throw new Error(
"invalid binding element: expected HTMLInputElement, got: " +
min.constructor.name,
);
}
const max = document.getElementById("max");
if (!(max instanceof HTMLInputElement)) {
throw new Error(
"invalid binding element: expected HTMLInputElement, got: " +
max.constructor.name,
);
}
const lower = min;
const upper = max;
callback(lower.valueAsNumber, upper.valueAsNumber);
function updateLabels() {
document.getElementById("minLabel").innerText =
`Lower bound: ${Math.round(lower.valueAsNumber)}m`;
document.getElementById("maxLabel").innerText =
`Upper bound: ${Math.round(upper.valueAsNumber)}m`;
}
lower.oninput = function oninput() {
const rawValue = lower.valueAsNumber;
const clampedValue = MathUtils.clamp(
rawValue,
Number.parseFloat(lower.min),
upper.valueAsNumber - 1,
);
lower.valueAsNumber = clampedValue;
callback(lower.valueAsNumber, upper.valueAsNumber);
updateLabels();
};
upper.oninput = function oninput() {
const rawValue = upper.valueAsNumber;
const clampedValue = MathUtils.clamp(
rawValue,
lower.valueAsNumber + 1,
Number.parseFloat(upper.max),
);
upper.valueAsNumber = clampedValue;
callback(lower.valueAsNumber, upper.valueAsNumber);
updateLabels();
};
const externalInput = (min, max) => {
lower.min = min;
lower.max = max;
upper.min = min;
upper.max = max;
lower.valueAsNumber = min;
upper.valueAsNumber = max;
callback(lower.valueAsNumber, upper.valueAsNumber);
updateLabels();
};
return externalInput;
}
function makeColorRamp(
preset,
discrete = false,
invert = false,
mirror = false,
) {
let nshades = discrete ? 10 : 256;
const values = colormap({ colormap: preset, nshades });
const colors = values.map((v) => new Color(v));
if (invert) {
colors.reverse();
}
if (mirror) {
const mirrored = [...colors, ...colors.reverse()];
return mirrored;
}
return colors;
}
function bindDropDown(id, onChange) {
const element = document.getElementById(id);
if (!(element instanceof HTMLSelectElement)) {
throw new Error(
"invalid binding element: expected HTMLSelectElement, got: " +
element.constructor.name,
);
}
element.onchange = () => {
onChange(element.value);
};
const callback = (v) => {
element.value = v;
onChange(element.value);
};
const setOptions = (options) => {
const items = options.map(
(opt) =>
`<option value=${opt.id} ${opt.selected ? "selected" : ""}>${opt.name}</option>`,
);
element.innerHTML = items.join("\n");
};
return [callback, element.value, element, setOptions];
}
function bindNumericalDropDown(id, onChange) {
const element = document.getElementById(id);
if (!(element instanceof HTMLSelectElement)) {
throw new Error(
"invalid binding element: expected HTMLSelectElement, got: " +
element.constructor.name,
);
}
element.onchange = () => {
onChange(parseInt(element.value));
};
const callback = (v) => {
element.value = v.toString();
onChange(parseInt(element.value));
};
return [callback, parseInt(element.value), element];
}
const colorRamps = {};
function makeColorRamps() {
colorRamps.viridis = makeColorRamp("viridis");
colorRamps.jet = makeColorRamp("jet");
colorRamps.blackbody = makeColorRamp("blackbody");
colorRamps.earth = makeColorRamp("earth");
colorRamps.bathymetry = makeColorRamp("bathymetry");
colorRamps.magma = makeColorRamp("magma");
colorRamps.par = makeColorRamp("par");
colorRamps.slope = makeColorRamp("RdBu");
}
makeColorRamps();
const tmpVec3 = new Vector3();
Instance.registerCRS(
"EPSG:3946",
"+proj=lcc +lat_1=45.25 +lat_2=46.75 +lat_0=46 +lon_0=3 +x_0=1700000 " +
"+y_0=5200000 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs",
);
const instance = new Instance({
target: "view",
crs: "EPSG:3946",
backgroundColor: 0xcccccc,
});
// Create a custom material for our point cloud.
const material = new PointCloudMaterial({
size: 4,
mode: MODE.TEXTURE,
});
material.colorMap.min = 100;
material.colorMap.max = 600;
material.colorMap.colors = colorRamps["viridis"];
// Create the 3D tiles entity
const pointcloud = new Tiles3D(
new Tiles3DSource(
"https://3d.oslandia.com/3dtiles/lyon.3dtiles/tileset.json",
),
{
material,
},
);
let colorLayer;
function placeCamera(position, lookAt) {
instance.view.camera.position.set(position.x, position.y, position.z);
instance.view.camera.lookAt(lookAt);
// create controls
const controls = new MapControls(instance.view.camera, instance.domElement);
controls.target.copy(lookAt);
controls.enableDamping = true;
controls.dampingFactor = 0.25;
instance.view.setControls(controls);
instance.notifyChange(instance.view.camera);
}
// add pointcloud to scene
function initializeCamera() {
const bbox = pointcloud.root.boundingVolume.box
.clone()
.applyMatrix4(pointcloud.root.matrixWorld);
instance.view.camera.far = 2.0 * bbox.getSize(tmpVec3).length();
const ratio = bbox.getSize(tmpVec3).x / bbox.getSize(tmpVec3).z;
const position = bbox.min
.clone()
.add(bbox.getSize(tmpVec3).multiply(new Vector3(0, 0, ratio * 0.5)));
const lookAt = bbox.getCenter(tmpVec3);
lookAt.z = bbox.min.z;
const extent = Extent.fromBox3("EPSG:3946", bbox);
placeCamera(position, lookAt);
const url =
"https://data.geopf.fr/wmts?SERVICE=WMTS&VERSION=1.0.0&REQUEST=GetCapabilities";
// Let's build the color layer from the WMTS capabilities
WmtsSource.fromCapabilities(url, {
layer: "HR.ORTHOIMAGERY.ORTHOPHOTOS",
})
.then((orthophotoWmts) => {
colorLayer = new ColorLayer({
name: "color",
extent,
source: orthophotoWmts,
});
pointcloud.attach(colorLayer);
})
.catch(console.error);
instance.renderingOptions.enableEDL = true;
instance.renderingOptions.enableInpainting = true;
instance.renderingOptions.enablePointCloudOcclusion = true;
}
instance.add(pointcloud).then(initializeCamera);
Inspector.attach("inspector", instance);
instance.domElement.addEventListener("dblclick", (e) =>
console.log(
instance.pickObjectsAt(e, {
// Specify a radius around where we click so we don't have to precisely be on a point
// to select it
radius: 5,
// Limit the number of results for better performances
limit: 10,
// Some points are incoherent in the pointcloud, don't pick them
filter: (p) => !Number.isNaN(p.point.z) && p.point.z < 1000,
}),
),
);
instance.notifyChange();
bindToggle("edl-enable", (v) => {
instance.renderingOptions.enableEDL = v;
instance.notifyChange();
});
bindToggle("occlusion-enable", (v) => {
instance.renderingOptions.enablePointCloudOcclusion = v;
instance.notifyChange();
});
bindToggle("inpainting-enable", (v) => {
instance.renderingOptions.enableInpainting = v;
instance.notifyChange();
});
bindSlider("edl-radius", (v) => {
instance.renderingOptions.EDLRadius = v;
instance.notifyChange();
});
bindSlider("edl-intensity", (v) => {
instance.renderingOptions.EDLStrength = v;
instance.notifyChange();
});
bindSlider("inpainting-steps", (v) => {
instance.renderingOptions.inpaintingSteps = v;
instance.notifyChange();
});
bindSlider("opacity", (v) => {
pointcloud.opacity = v;
document.getElementById("opacityLabel").innerText =
`Point cloud opacity: ${Math.round(v * 100)}%`;
instance.notifyChange(pointcloud);
});
bindColorMapBounds((min, max) => {
material.colorMap.min = min;
material.colorMap.max = max;
instance.notifyChange(pointcloud);
});
const colorMapGroup = document.getElementById("colormapGroup");
bindNumericalDropDown("pointcloud_mode", (newMode) => {
material.mode = newMode;
if (newMode === MODE.ELEVATION) {
colorMapGroup.classList.remove("d-none");
} else {
colorMapGroup.classList.add("d-none");
}
instance.notifyChange(pointcloud);
if (colorLayer) {
colorLayer.visible = newMode === MODE.TEXTURE;
instance.notifyChange(colorLayer);
}
});
bindDropDown("colormap", (newRamp) => {
material.colorMap.colors = colorRamps[newRamp];
instance.notifyChange(pointcloud);
});
<!doctype html>
<html lang="en">
<head>
<title>Colorized 3D Tiles Point Cloud</title>
<meta charset="UTF-8" />
<meta name="name" content="colorized_pointcloud" />
<meta
name="description"
content="Illustrates colorization of point clouds with multiple modes."
/>
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link rel="icon" href="https://giro3d.org/images/favicon.svg" />
<link
href="https://giro3d.org/assets/bootstrap-custom.css"
rel="stylesheet"
/>
<script src="https://giro3d.org/assets/bootstrap.bundle.min.js"></script>
<link
rel="stylesheet"
type="text/css"
href="https://giro3d.org/latest/examples/css/example.css"
/>
</head>
<body>
<div id="view" class="m-0 p-0 w-100 h-100"></div>
<div
id="inspector"
class="position-absolute top-0 start-0 mh-100 overflow-auto"
></div>
<div class="side-pane-with-status-bar">
<!-- Top color layer -->
<div class="card">
<div class="card-header">Options</div>
<div class="card-body" id="top-options">
<!-- Coloring mode -->
<div class="input-group">
<span class="input-group-text flex-grow-1">Mode</span>
<select
class="btn btn-outline-primary btn-sm"
id="pointcloud_mode"
autocomplete="off"
>
<option value="0">point cloud colors</option>
<option value="5">elevation gradient</option>
<option value="4" selected>color layer</option>
</select>
</div>
<!-- Color ramp -->
<div class="d-none my-2" id="colormapGroup">
<div class="input-group">
<span class="input-group-text flex-grow-1">Color ramp</span>
<select
class="btn btn-outline-primary btn-sm"
id="colormap"
autocomplete="off"
>
<option value="viridis" selected>Viridis</option>
<option value="jet">Jet</option>
<option value="blackbody">Blackbody</option>
<option value="earth">Earth</option>
<option value="bathymetry">Bathymetry</option>
<option value="magma">Magma</option>
<option value="par">Par</option>
</select>
</div>
<div class="input-group my-2">
<label for="min" class="form-label" id="minLabel"
>Lower bound: 100m</label
>
<div class="input-group">
<input
type="range"
min="0"
max="1000"
value="100"
class="form-range"
id="min"
autocomplete="off"
/>
</div>
</div>
<div class="input-group my-2">
<label for="max" class="form-label" id="maxLabel"
>Upper bound: 600m</label
>
<div class="input-group">
<input
type="range"
min="0"
max="1000"
value="600"
class="form-range"
id="max"
autocomplete="off"
/>
</div>
</div>
</div>
<!-- Opacity -->
<div class="input-group my-2">
<label for="opacity" class="form-label" id="opacityLabel"
>Point cloud opacity: 100%</label
>
<div class="input-group">
<input
type="range"
min="0"
max="1"
step="0.05"
value="1"
class="form-range"
id="opacity"
autocomplete="off"
/>
</div>
</div>
<!-- Activate EDL -->
<div class="input-group my-2">
<div>
<div class="form-check form-switch">
<input
class="form-check-input"
checked
type="checkbox"
role="switch"
id="edl-enable"
autocomplete="off"
/>
<label class="form-check-label" for="edl-enable"
>Eye dome lighting (EDL)</label
>
</div>
</div>
</div>
<!-- EDL intensity -->
<div class="input-group my-2">
<label for="edl-intensity" class="form-label">EDL intensity</label>
<div class="input-group">
<input
type="range"
min="0"
step="0.05"
max="2"
value="0.7"
class="form-range"
id="edl-intensity"
autocomplete="off"
/>
</div>
</div>
<!-- EDL radius -->
<div class="input-group my-2">
<label for="edl-radius" class="form-label">EDL radius</label>
<div class="input-group">
<input
type="range"
min="0.1"
step="0.05"
max="5"
value="1.5"
class="form-range"
id="edl-radius"
autocomplete="off"
/>
</div>
</div>
<!-- Activate occlusion -->
<div class="input-group my-2">
<div>
<div class="form-check form-switch">
<input
class="form-check-input"
checked
type="checkbox"
role="switch"
id="occlusion-enable"
autocomplete="off"
/>
<label class="form-check-label" for="occlusion-enable"
>Point occlusion effect</label
>
</div>
</div>
</div>
<!-- Activate inpainting -->
<div class="input-group my-2">
<div>
<div class="form-check form-switch">
<input
class="form-check-input"
checked
type="checkbox"
role="switch"
id="inpainting-enable"
autocomplete="off"
/>
<label class="form-check-label" for="inpainting-enable"
>Inpainting</label
>
</div>
</div>
</div>
<!-- Inpainting steps -->
<div class="input-group my-2">
<label for="inpainting-steps" class="form-label"
>Inpainting steps</label
>
<div class="input-group">
<input
type="range"
min="1"
step="1"
max="10"
value="2"
class="form-range"
id="inpainting-steps"
autocomplete="off"
/>
</div>
</div>
</div>
</div>
</div>
<script type="module" src="index.js"></script>
<script>
/* activate popovers */
const popoverTriggerList = [].slice.call(
document.querySelectorAll('[data-bs-toggle="popover"]'),
);
popoverTriggerList.map(
// bootstrap is used as script in the template, disable warning about undef
// eslint-disable-next-line no-undef
(popoverTriggerEl) =>
new bootstrap.Popover(popoverTriggerEl, {
trigger: "hover",
placement: "left",
content: document.getElementById(
popoverTriggerEl.getAttribute("data-bs-content"),
).innerHTML,
html: true,
}),
);
</script>
</body>
</html>
{
"name": "colorized_pointcloud",
"dependencies": {
"colormap": "^2.3.2",
"@giro3d/giro3d": "0.41.0"
},
"devDependencies": {
"vite": "^3.2.3"
},
"scripts": {
"start": "vite",
"build": "vite build"
}
}