diff --git a/externs/olx.js b/externs/olx.js
index 7deab6bc85..65bcf571c9 100644
--- a/externs/olx.js
+++ b/externs/olx.js
@@ -8525,7 +8525,7 @@ olx.view.FitOptions.prototype.callback;
  *     pixelToCoordinateTransform: ol.Transform,
  *     postRenderFunctions: Array.<ol.PostRenderFunction>,
  *     size: ol.Size,
- *     skippedFeatureUids: Object.<string, boolean>,
+ *     skippedFeatureUids: !Object.<string, boolean>,
  *     tileQueue: ol.TileQueue,
  *     time: number,
  *     usedTiles: Object.<string, Object.<string, ol.TileRange>>,
diff --git a/src/ol/renderer/canvas/imagelayer.js b/src/ol/renderer/canvas/imagelayer.js
index b807dee5b6..dd4043ba44 100644
--- a/src/ol/renderer/canvas/imagelayer.js
+++ b/src/ol/renderer/canvas/imagelayer.js
@@ -4,6 +4,7 @@ goog.require('ol');
 goog.require('ol.ImageCanvas');
 goog.require('ol.LayerType');
 goog.require('ol.ViewHint');
+goog.require('ol.array');
 goog.require('ol.extent');
 goog.require('ol.layer.VectorRenderType');
 goog.require('ol.obj');
@@ -35,6 +36,11 @@ ol.renderer.canvas.ImageLayer = function(imageLayer) {
    */
   this.imageTransform_ = ol.transform.create();
 
+  /**
+   * @type {!Array.<string>}
+   */
+  this.skippedFeatures_ = [];
+
   /**
    * @private
    * @type {ol.renderer.canvas.VectorLayer}
@@ -139,11 +145,15 @@ ol.renderer.canvas.ImageLayer.prototype.prepareFrame = function(frameState, laye
           rotation: 0
         }))
       }));
-      if (vectorRenderer.prepareFrame(imageFrameState, layerState) && vectorRenderer.replayGroupChanged) {
+      var skippedFeatures = Object.keys(imageFrameState.skippedFeatureUids).sort();
+      if (vectorRenderer.prepareFrame(imageFrameState, layerState) &&
+          (vectorRenderer.replayGroupChanged ||
+          !ol.array.equals(skippedFeatures, this.skippedFeatures_))) {
         context.canvas.width = imageFrameState.size[0] * pixelRatio;
         context.canvas.height = imageFrameState.size[1] * pixelRatio;
         vectorRenderer.composeFrame(imageFrameState, layerState, context);
         this.image_ = new ol.ImageCanvas(renderedExtent, viewResolution, pixelRatio, context.canvas);
+        this.skippedFeatures_ = skippedFeatures;
       }
     } else {
       image = imageSource.getImage(
diff --git a/test/rendering/ol/layer/expected/vector.png b/test/rendering/ol/layer/expected/vector.png
new file mode 100644
index 0000000000..9227b57208
Binary files /dev/null and b/test/rendering/ol/layer/expected/vector.png differ
diff --git a/test/rendering/ol/layer/vector.test.js b/test/rendering/ol/layer/vector.test.js
index 0f33f50977..2c578d8d34 100644
--- a/test/rendering/ol/layer/vector.test.js
+++ b/test/rendering/ol/layer/vector.test.js
@@ -248,6 +248,32 @@ describe('ol.rendering.layer.Vector', function() {
       });
     });
 
+    it('unskips features correctly with renderMode: \'image\'', function(done) {
+      createMap('canvas');
+      addCircle(500);
+      addPolygon(300);
+      map.skipFeature(source.getFeatures()[1]);
+      map.addLayer(new ol.layer.Vector({
+        renderMode: 'image',
+        source: source,
+        style: new ol.style.Style({
+          fill: new ol.style.Fill({
+            color: 'rgba(255,0,0,0.5)'
+          }),
+          stroke: new ol.style.Stroke({
+            width: 2,
+            color: 'black'
+          })
+        })
+      }));
+      map.renderSync();
+      map.unskipFeature(source.getFeatures()[1]);
+      map.once('postrender', function() {
+        expectResemble(map, 'rendering/ol/layer/expected/vector.png',
+            IMAGE_TOLERANCE, done);
+      });
+    });
+
     it('renders fill/stroke batches correctly with the canvas renderer', function(done) {
       createMap('canvas');
       source = new ol.source.Vector({