diff --git a/src/BitmapSkin.js b/src/BitmapSkin.js
index 63baf324e..b4b03d3b7 100644
--- a/src/BitmapSkin.js
+++ b/src/BitmapSkin.js
@@ -79,20 +79,31 @@ class BitmapSkin extends Skin {
     setBitmap (bitmapData, costumeResolution, rotationCenter) {
         const gl = this._renderer.gl;
 
+        // Preferably bitmapData is ImageData. ImageData speeds up updating
+        // Silhouette and is better handled by more browsers in regards to
+        // memory.
+        let textureData = bitmapData;
+        if (bitmapData instanceof HTMLCanvasElement) {
+            // Given a HTMLCanvasElement get the image data to pass to webgl and
+            // Silhouette.
+            const context = bitmapData.getContext('2d');
+            textureData = context.getImageData(0, 0, bitmapData.width, bitmapData.height);
+        }
+
         if (this._texture) {
             gl.bindTexture(gl.TEXTURE_2D, this._texture);
-            gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, bitmapData);
-            this._silhouette.update(bitmapData);
+            gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, textureData);
+            this._silhouette.update(textureData);
         } else {
             // TODO: mipmaps?
             const textureOptions = {
                 auto: true,
                 wrap: gl.CLAMP_TO_EDGE,
-                src: bitmapData
+                src: textureData
             };
 
             this._texture = twgl.createTexture(gl, textureOptions);
-            this._silhouette.update(bitmapData);
+            this._silhouette.update(textureData);
         }
 
         // Do these last in case any of the above throws an exception
diff --git a/src/SVGSkin.js b/src/SVGSkin.js
index 1054a280b..90e39081e 100644
--- a/src/SVGSkin.js
+++ b/src/SVGSkin.js
@@ -77,10 +77,14 @@ class SVGSkin extends Skin {
             this._textureScale = newScale;
             this._svgRenderer._draw(this._textureScale, () => {
                 if (this._textureScale === newScale) {
+                    const canvas = this._svgRenderer.canvas;
+                    const context = canvas.getContext('2d');
+                    const textureData = context.getImageData(0, 0, canvas.width, canvas.height);
+
                     const gl = this._renderer.gl;
                     gl.bindTexture(gl.TEXTURE_2D, this._texture);
-                    gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, this._svgRenderer.canvas);
-                    this._silhouette.update(this._svgRenderer.canvas);
+                    gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, textureData);
+                    this._silhouette.update(textureData);
                 }
             });
         }
@@ -99,20 +103,28 @@ class SVGSkin extends Skin {
         this._svgRenderer.fromString(svgData, 1, () => {
             const gl = this._renderer.gl;
             this._textureScale = this._maxTextureScale = 1;
+
+            // Pull out the ImageData from the canvas. ImageData speeds up
+            // updating Silhouette and is better handled by more browsers in
+            // regards to memory.
+            const canvas = this._svgRenderer.canvas;
+            const context = canvas.getContext('2d');
+            const textureData = context.getImageData(0, 0, canvas.width, canvas.height);
+
             if (this._texture) {
                 gl.bindTexture(gl.TEXTURE_2D, this._texture);
-                gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, this._svgRenderer.canvas);
-                this._silhouette.update(this._svgRenderer.canvas);
+                gl.texImage2D(gl.TEXTURE_2D, 0, gl.RGBA, gl.RGBA, gl.UNSIGNED_BYTE, textureData);
+                this._silhouette.update(textureData);
             } else {
                 // TODO: mipmaps?
                 const textureOptions = {
                     auto: true,
                     wrap: gl.CLAMP_TO_EDGE,
-                    src: this._svgRenderer.canvas
+                    src: textureData
                 };
 
                 this._texture = twgl.createTexture(gl, textureOptions);
-                this._silhouette.update(this._svgRenderer.canvas);
+                this._silhouette.update(textureData);
             }
 
             const maxDimension = Math.max(this._svgRenderer.canvas.width, this._svgRenderer.canvas.height);
diff --git a/src/Silhouette.js b/src/Silhouette.js
index 413d3b5bf..5ab109540 100644
--- a/src/Silhouette.js
+++ b/src/Silhouette.js
@@ -88,17 +88,27 @@ class Silhouette {
      * rendering can be queried from.
      */
     update (bitmapData) {
-        const canvas = Silhouette._updateCanvas();
-        const width = this._width = canvas.width = bitmapData.width;
-        const height = this._height = canvas.height = bitmapData.height;
-        const ctx = canvas.getContext('2d');
-
-        if (!(width && height)) {
-            return;
+        let imageData;
+        if (bitmapData instanceof ImageData) {
+            // If handed ImageData directly, use it directly.
+            imageData = bitmapData;
+            this._width = bitmapData.width;
+            this._height = bitmapData.height;
+        } else {
+            // Draw about anything else to our update canvas and poll image data
+            // from that.
+            const canvas = Silhouette._updateCanvas();
+            const width = this._width = canvas.width = bitmapData.width;
+            const height = this._height = canvas.height = bitmapData.height;
+            const ctx = canvas.getContext('2d');
+
+            if (!(width && height)) {
+                return;
+            }
+            ctx.clearRect(0, 0, width, height);
+            ctx.drawImage(bitmapData, 0, 0, width, height);
+            imageData = ctx.getImageData(0, 0, width, height);
         }
-        ctx.clearRect(0, 0, width, height);
-        ctx.drawImage(bitmapData, 0, 0, width, height);
-        const imageData = ctx.getImageData(0, 0, width, height);
 
         this._data = new Uint8ClampedArray(imageData.data.length / 4);
         this._colorData = imageData.data;