diff --git a/docs/config.json b/docs/config.json
index 5ad8155d11..3ea235c738 100644
--- a/docs/config.json
+++ b/docs/config.json
@@ -127,7 +127,9 @@
             "Plugins": [
                 "DragNDrop",
                 "FeatureToolTip",
-                "TIFFParser"
+                "TIFFParser",
+                "COGSource",
+                "COGParser"
             ],
 
             "Widgets": [
diff --git a/examples/config.json b/examples/config.json
index 506aef37b4..d1014d01dd 100644
--- a/examples/config.json
+++ b/examples/config.json
@@ -56,7 +56,8 @@
         "source_file_kml_raster": "KML to raster",
         "source_file_kml_raster_usgs": "USGS KML flux to raster",
         "source_file_gpx_raster": "GPX to raster",
-        "source_file_gpx_3d": "GPX to 3D objects"
+        "source_file_gpx_3d": "GPX to 3D objects",
+        "source_file_cog": "Cloud Optimized GeoTIFF (COG)"
     },
 
     "Customize FileSource": {
diff --git a/examples/js/plugins/COGParser.js b/examples/js/plugins/COGParser.js
new file mode 100644
index 0000000000..45f77a39ac
--- /dev/null
+++ b/examples/js/plugins/COGParser.js
@@ -0,0 +1,223 @@
+/* global itowns, THREE */
+
+/**
+ * @typedef  {Object} GeoTIFFLevel
+ * @property {GeoTIFFImage} image
+ * @property {number} width
+ * @property {number} height
+ * @property {number[]} resolution
+ */
+
+/**
+ * Select the best overview level (or the final image) to match the
+ * requested extent and pixel width and height.
+ *
+ * @param {Object} source The COGSource
+ * @param {Extent} source.extent Source extent
+ * @param {GeoTIFFLevel[]} source.levels
+ * @param {THREE.Vector2} source.dimensions
+ * @param {Extent} requestExtent The node extent.
+ * @param {number} requestWidth The pixel width of the window.
+ * @param {number} requestHeight The pixel height of the window.
+ * @returns {GeoTIFFLevel} The selected zoom level.
+ */
+function selectLevel(source, requestExtent, requestWidth, requestHeight) {
+    // Number of images  = original + overviews if any
+    const cropped = requestExtent.clone().intersect(source.extent);
+    // Dimensions of the requested extent
+    const extentDimension = cropped.planarDimensions();
+
+    const targetResolution = Math.min(
+        extentDimension.x / requestWidth,
+        extentDimension.y / requestHeight,
+    );
+
+    let level;
+
+    // Select the image with the best resolution for our needs
+    for (let index = source.levels.length - 1; index >= 0; index--) {
+        level = source.levels[index];
+        const sourceResolution = Math.min(
+            source.dimensions.x / level.width,
+            source.dimensions.y / level.height,
+        );
+
+        if (targetResolution >= sourceResolution) {
+            break;
+        }
+    }
+
+    return level;
+}
+
+/**
+ * Returns a window in the image's coordinates that matches the requested extent.
+ *
+ * @param {Object} source The COGSource
+ * @param {number[]} source.origin Root image origin as an XYZ-vector
+ * @param {Extent} extent The window extent.
+ * @param {number[]} resolution The spatial resolution of the window.
+ * @returns {number[]} The window.
+ */
+function makeWindowFromExtent(source, extent, resolution) {
+    const [oX, oY] = source.origin;
+    const [imageResX, imageResY] = resolution;
+
+    const wnd = [
+        Math.round((extent.west - oX) / imageResX),
+        Math.round((extent.north - oY) / imageResY),
+        Math.round((extent.east - oX) / imageResX),
+        Math.round((extent.south - oY) / imageResY),
+    ];
+
+    const xMin = Math.min(wnd[0], wnd[2]);
+    let xMax = Math.max(wnd[0], wnd[2]);
+    const yMin = Math.min(wnd[1], wnd[3]);
+    let yMax = Math.max(wnd[1], wnd[3]);
+
+    // prevent zero-sized requests
+    if (Math.abs(xMax - xMin) === 0) {
+        xMax += 1;
+    }
+    if (Math.abs(yMax - yMin) === 0) {
+        yMax += 1;
+    }
+
+    return [xMin, yMin, xMax, yMax];
+}
+
+/**
+ * Creates a texture from the pixel buffer(s).
+ *
+ * @param {Object} source The COGSource
+ * @param {THREE.TypedArray | THREE.TypedArray[]} buffers The buffers (one buffer per band)
+ * @param {number} buffers.width
+ * @param {number} buffers.height
+ * @param {number} buffers.byteLength
+ * @returns {THREE.DataTexture} The generated texture.
+ */
+function createTexture(source, buffers) {
+    const { width, height, byteLength } = buffers;
+    const pixelCount = width * height;
+    const targetDataType = source.dataType;
+    const format = THREE.RGBAFormat;
+    const channelCount = 4;
+    let texture;
+    let data;
+
+    // Check if it's a RGBA buffer
+    if (pixelCount * channelCount === byteLength) {
+        data = buffers;
+    }
+
+    switch (targetDataType) {
+        case THREE.UnsignedByteType: {
+            if (!data) {
+                // We convert RGB buffer to RGBA
+                const newBuffers = new Uint8ClampedArray(pixelCount * channelCount);
+                data = convertToRGBA(buffers, newBuffers, source.defaultAlpha);
+            }
+            texture = new THREE.DataTexture(data, width, height, format, THREE.UnsignedByteType);
+            break;
+        }
+        case THREE.FloatType: {
+            if (!data) {
+                // We convert RGB buffer to RGBA
+                const newBuffers = new Float32Array(pixelCount * channelCount);
+                data = convertToRGBA(buffers, newBuffers, source.defaultAlpha / 255);
+            }
+            texture = new THREE.DataTexture(data, width, height, format, THREE.FloatType);
+            break;
+        }
+        default:
+            throw new Error('unsupported data type');
+    }
+
+    return texture;
+}
+
+function convertToRGBA(buffers, newBuffers, defaultAlpha) {
+    const { width, height } = buffers;
+
+    for (let i = 0; i < width * height; i++) {
+        const oldIndex = i * 3;
+        const index = i * 4;
+        // Copy RGB from original buffer
+        newBuffers[index + 0] = buffers[oldIndex + 0]; // R
+        newBuffers[index + 1] = buffers[oldIndex + 1]; // G
+        newBuffers[index + 2] = buffers[oldIndex + 2]; // B
+        // Add alpha to new buffer
+        newBuffers[index + 3] = defaultAlpha; // A
+    }
+
+    return newBuffers;
+}
+
+/**
+ * The COGParser module provides a [parse]{@link module:COGParser.parse}
+ * method that takes a COG in and gives a `THREE.DataTexture` that can be
+ * displayed in the view.
+ *
+ * It needs the [geotiff](https://github.com/geotiffjs/geotiff.js/) library to parse the
+ * COG.
+ *
+ * @example
+ * GeoTIFF.fromUrl('http://image.tif')
+ *     .then(COGParser.parse)
+ *     .then(function _(texture) {
+ *         var source = new itowns.FileSource({ features: texture });
+ *         var layer = new itowns.ColorLayer('cog', { source });
+ *         view.addLayer(layer);
+ *     });
+ *
+ * @module COGParser
+ */
+const COGParser = (function _() {
+    if (typeof THREE == 'undefined'  && itowns.THREE) {
+        // eslint-disable-next-line no-global-assign
+        THREE = itowns.THREE;
+    }
+
+    return {
+        /**
+         * Parse a COG file and return a `THREE.DataTexture`.
+         *
+         * @param {Object} data Data passed with the Tile extent
+         * @param {Extent} data.extent
+         * @param {Object} options Options (contains source)
+         * @param {Object} options.in
+         * @param {COGSource} options.in.source
+         * @param {number} options.in.tileWidth
+         * @param {number} options.in.tileHeight
+         * @return {Promise<THREE.DataTexture>} A promise resolving with a `THREE.DataTexture`.
+         *
+         * @memberof module:COGParser
+         */
+        parse: async function _(data, options) {
+            const source = options.in;
+            const nodeExtent = data.extent.as(source.crs);
+            const level = selectLevel(source, nodeExtent, source.tileWidth, source.tileHeight);
+            const viewport = makeWindowFromExtent(source, nodeExtent, level.resolution);
+
+            const buffers = await level.image.readRGB({
+                window: viewport,
+                pool: source.pool,
+                enableAlpha: true,
+                interleave: true,
+            });
+
+            const texture = createTexture(source, buffers);
+            texture.flipY = true;
+            texture.extent = data.extent;
+            texture.needsUpdate = true;
+            texture.magFilter = THREE.LinearFilter;
+            texture.minFilter = THREE.LinearFilter;
+
+            return Promise.resolve(texture);
+        },
+    };
+}());
+
+if (typeof module != 'undefined' && module.exports) {
+    module.exports = COGParser;
+}
diff --git a/examples/js/plugins/COGSource.js b/examples/js/plugins/COGSource.js
new file mode 100644
index 0000000000..1cab8bdbc7
--- /dev/null
+++ b/examples/js/plugins/COGSource.js
@@ -0,0 +1,128 @@
+/* global itowns, GeoTIFF, COGParser, THREE  */
+
+/**
+ * @classdesc
+ * An object defining the source of resources to get from a [COG]{@link
+ * https://www.cogeo.org/} file. It
+ * inherits from {@link Source}.
+ *
+ * @extends Source
+ *
+ * @property {Object} zoom - Object containing the minimum and maximum values of
+ * the level, to zoom in the source.
+ * @property {number} zoom.min - The minimum level of the source. Default value is 0.
+ * @property {number} zoom.max - The maximum level of the source. Default value is Infinity.
+ * @property {string} url - The URL of the COG.
+ * @property {GeoTIFF.Pool} pool - Pool use to decode GeoTiff.
+ * @property {number} defaultAlpha - Alpha byte value used if no alpha is present in COG. Default value is 255.
+ *
+ * @example
+ * // Create the source
+ * const cogSource = new itowns.COGSource({
+ *     url: 'https://cdn.jsdelivr.net/gh/iTowns/iTowns2-sample-data/cog/orvault.tif',
+ * });
+ *
+ * // Create the layer
+ * const colorLayer = new itowns.ColorLayer('COG', {
+ *     source: cogSource,
+ * });
+ *
+ * // Add the layer
+ * view.addLayer(colorLayer);
+ */
+class COGSource extends itowns.Source {
+    /**
+     * @param {Object} source - An object that can contain all properties of a
+     * COGSource and {@link Source}. Only `url` is mandatory.
+     * @constructor
+     */
+    constructor(source) {
+        super(source);
+
+        if (source.zoom) {
+            this.zoom = source.zoom;
+        } else {
+            this.zoom = { min: 0, max: Infinity };
+        }
+
+        this.url = source.url;
+        this.pool = source.pool || new GeoTIFF.Pool();
+        // We don't use fetcher, we let geotiff.js manage it
+        this.fetcher = () => Promise.resolve({});
+        this.parser = COGParser.parse;
+
+        this.defaultAlpha = source.defaultAlpha || 255;
+
+        this.whenReady = GeoTIFF.fromUrl(this.url)
+            .then(async (geotiff) => {
+                this.geotiff = geotiff;
+                this.firstImage = await geotiff.getImage();
+                this.origin = this.firstImage.getOrigin();
+                this.dataType = this.selectDataType(this.firstImage.getSampleFormat(), this.firstImage.getBitsPerSample());
+
+                this.tileWidth = this.firstImage.getTileWidth();
+                this.tileHeight = this.firstImage.getTileHeight();
+
+                // Compute extent
+                const [minX, minY, maxX, maxY] = this.firstImage.getBoundingBox();
+                this.extent = new itowns.Extent(this.crs, minX, maxX, minY, maxY);
+                this.dimensions = this.extent.planarDimensions();
+
+                this.levels = [];
+                this.levels.push(this.makeLevel(this.firstImage, this.firstImage.getResolution()));
+
+                // Number of images (original + overviews)
+                const imageCount = await this.geotiff.getImageCount();
+
+                const promises = [];
+                for (let index = 1; index < imageCount; index++) {
+                    const promise = this.geotiff.getImage(index)
+                        .then(image => this.makeLevel(image, image.getResolution(this.firstImage)));
+                    promises.push(promise);
+                }
+                this.levels.push(await Promise.all(promises));
+            });
+    }
+
+    /**
+     * @param {number} format - Format to interpret each data sample in a pixel
+     * https://www.awaresystems.be/imaging/tiff/tifftags/sampleformat.html
+     * @param {number} bitsPerSample - Number of bits per component.
+     * https://www.awaresystems.be/imaging/tiff/tifftags/bitspersample.html
+     * @return {THREE.AttributeGPUType}
+     */
+    selectDataType(format, bitsPerSample) {
+        switch (format) {
+            case 1: // unsigned integer data
+                if (bitsPerSample <= 8) {
+                    return THREE.UnsignedByteType;
+                }
+                break;
+            default:
+                break;
+        }
+        return THREE.FloatType;
+    }
+
+    makeLevel(image, resolution) {
+        return {
+            image,
+            width: image.getWidth(),
+            height: image.getHeight(),
+            resolution,
+        };
+    }
+
+    // We don't use UrlFromExtent, we let geotiff.js manage it
+    urlFromExtent() {
+        return '';
+    }
+
+    extentInsideLimit(extent) {
+        return this.extent.intersectsExtent(extent);
+    }
+}
+
+if (typeof module != 'undefined' && module.exports) {
+    module.exports = COGSource;
+}
diff --git a/examples/source_file_cog.html b/examples/source_file_cog.html
new file mode 100644
index 0000000000..cca03c3298
--- /dev/null
+++ b/examples/source_file_cog.html
@@ -0,0 +1,80 @@
+<html>
+    <head>
+        <title>Cloud Optimized GeoTiff</title>
+        <meta charset="UTF-8">
+        <link rel="stylesheet" type="text/css" href="css/example.css">
+        <link rel="stylesheet" type="text/css" href="css/LoadingScreen.css">
+
+        <style type="text/css">
+            #description {
+                z-index: 2;
+                left: 10px;
+            }
+        </style>
+
+        <meta name="viewport" content="width=device-width, initial-scale=1.0">
+        <script src="https://cdnjs.cloudflare.com/ajax/libs/dat-gui/0.7.6/dat.gui.min.js"></script>
+    </head>
+    <body>
+        <div id="description">
+            <div>Specify the URL of a COG to load:
+                <input type="text" id="cog_url" />
+                <button onclick="readCOGURL()">Load</button>
+            </div>
+            <button onclick="loadRGBSample()">Load RGB sample</button>
+            <button onclick="load1BandSample()">Load 1 band sample</button>
+        </div>
+        <div id="viewerDiv"></div>
+        <script src="js/GUI/GuiTools.js"></script>
+        <script src="../dist/itowns.js"></script>
+        <script src="../dist/debug.js"></script>
+        <script src="js/GUI/LoadingScreen.js"></script>
+        <script src="https://cdn.jsdelivr.net/npm/geotiff"></script>
+        <script src="js/plugins/COGParser.js"></script>
+        <script src="js/plugins/COGSource.js"></script>
+        <script type="text/javascript">
+            itowns.proj4.defs('EPSG:2154', '+proj=lcc +lat_1=49 +lat_2=44 +lat_0=46.5 +lon_0=3 +x_0=700000 +y_0=6600000 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs');
+
+            var viewerDiv = document.getElementById('viewerDiv');
+
+            function readCOGURL() {
+                var url = document.getElementById('cog_url').value || new URLSearchParams(window.location.search).get('geotiff');
+
+                if (url) {
+                    loadCOG(url);
+                    document.getElementById('cog_url').value = url;
+                }
+            }
+
+            function loadRGBSample() {
+                document.getElementById('cog_url').value = 'https://cdn.jsdelivr.net/gh/bloc-in-bloc/iTowns2-sample-data@add-cog-sample/cog/orvault.tif';
+                readCOGURL();
+            }
+
+            function load1BandSample() {
+                document.getElementById('cog_url').value = 'https://oin-hotosm.s3.amazonaws.com/60fbca155a90f10006fd2fc3/0/60fbca155a90f10006fd2fc4.tif';
+                readCOGURL();
+            }
+
+            function loadCOG(url, crs) {
+                // create a source from a Cloud Optimized GeoTiff
+                var cogSource = new COGSource({
+                    url: url,
+                    crs: "EPSG:2154"
+                });
+
+                cogSource.whenReady.then(() => {
+                    var view = new itowns.PlanarView(viewerDiv, cogSource.extent, { disableSkirt: true, placement: { tilt: 90 } });
+                    setupLoadingScreen(viewerDiv, view);
+                    new itowns.PlanarControls(view, {});
+                    var cogLayer = new itowns.ColorLayer('cog', {
+                        source: cogSource,
+                    });
+                    view.addLayer(cogLayer);
+                });
+            }
+
+            readCOGURL();
+        </script>
+    </body>
+</html>