diff --git a/app/client/components/Selector.js b/app/client/components/Selector.js
index ca827a8b..96471bc6 100644
--- a/app/client/components/Selector.js
+++ b/app/client/components/Selector.js
@@ -19,6 +19,7 @@ var ko = require('knockout');
 var _ = require('underscore');
 var dispose = require('../lib/dispose');
 var gutil = require('app/common/gutil');
+const {isWin} = require('app/client/lib/browserInfo')
 
 var ROW = 'row';
 var COL = 'col';
@@ -53,6 +54,7 @@ function Selector(view, opt) {
   opt = opt || {};
 
   this.isDisabled = opt.isDisabled || _.constant(false);
+  this.isWindows = isWin();
 }
 
 /**
@@ -118,6 +120,17 @@ Selector.prototype.applyCallbacks = function(dragOrSelect, callbacks, mouseDownE
 
   callbacks.mousedown[dragOrSelect].call(this.view, mouseDownElem, mouseDownEvent);
   this.view.onEvent(callbacks.mousemove.source, 'mousemove', function(elem, event) {
+    // On windows, when browser doesn't have focus, the first click produces artificial mousemove
+    // event. Fortunately, the mousemove event has the same coordinates as the mousedown event, so
+    // we will ignore it.
+    // Related issues:
+    // https://bugs.chromium.org/p/chromium/issues/detail?id=161464
+    // https://bugs.chromium.org/p/chromium/issues/detail?id=721341#c34
+    if (self.isWindows) {
+      if (event.screenX === mouseDownEvent.screenX && event.screenY === mouseDownEvent.screenY) {
+        return;
+      }
+    }
     callbacks.mousemove[dragOrSelect].call(self.view, elem, event);
   });
 
diff --git a/app/client/lib/browserInfo.ts b/app/client/lib/browserInfo.ts
index 711068cf..f20be31a 100644
--- a/app/client/lib/browserInfo.ts
+++ b/app/client/lib/browserInfo.ts
@@ -26,3 +26,8 @@ export function isIOS() {
 export function modKeyProp(): 'metaKey'|'ctrlKey' {
   return /Mac|iPod|iPhone|iPad/.test(navigator.platform) ? 'metaKey' : 'ctrlKey';
 }
+
+export function isWin() {
+  const os = getParser().getOSName();
+  return os === 'Windows';
+}