diff --git a/src/Operations.tsx b/src/Operations.tsx
index 013523f8..64511482 100644
--- a/src/Operations.tsx
+++ b/src/Operations.tsx
@@ -1,6 +1,7 @@
 import Portal from '@rc-component/portal';
 import classnames from 'classnames';
 import CSSMotion from 'rc-motion';
+import KeyCode from 'rc-util/lib/KeyCode';
 import * as React from 'react';
 import { useContext } from 'react';
 import { PreviewGroupContext } from './context';
@@ -75,6 +76,22 @@ const Operations: React.FC<OperationsProps> = props => {
   const { rotateLeft, rotateRight, zoomIn, zoomOut, close, left, right, flipX, flipY } = icons;
   const toolClassName = `${prefixCls}-operations-operation`;
 
+  React.useEffect(() => {
+    const onKeyDown = (e: KeyboardEvent) => {
+      if (e.keyCode === KeyCode.ESC) {
+        onClose();
+      }
+    };
+
+    if (visible) {
+      window.addEventListener('keydown', onKeyDown);
+    }
+
+    return () => {
+      window.removeEventListener('keydown', onKeyDown);
+    };
+  }, [visible]);
+
   const tools = [
     {
       icon: flipY,
diff --git a/tests/preview.test.tsx b/tests/preview.test.tsx
index 712a5c64..486c5f3b 100644
--- a/tests/preview.test.tsx
+++ b/tests/preview.test.tsx
@@ -861,4 +861,34 @@ describe('Preview', () => {
 
     expect(document.querySelector('video')).toBeTruthy();
   });
+
+  it('should be closed when press esc after click portal', () => {
+    const onVisibleChange = jest.fn();
+    const { container } = render(
+      <Image
+        src="https://zos.alipayobjects.com/rmsportal/jkjgkEfvpUPVyRjUImniVslZfWPnJuuZ.png"
+        preview={{
+          onVisibleChange,
+        }}
+      />,
+    );
+
+    fireEvent.click(container.querySelector('.rc-image'));
+    act(() => {
+      jest.runAllTimers();
+    });
+
+    expect(document.querySelector('.rc-image-preview')).toBeTruthy();
+
+    expect(onVisibleChange).toBeCalledWith(true, false);
+
+    fireEvent.click(document.querySelector('.rc-image-preview-operations'));
+
+    fireEvent.keyDown(window, { key: 'Escape', keyCode: 27 });
+
+    expect(onVisibleChange).toBeCalledWith(false, true);
+    expect(onVisibleChange).toBeCalledTimes(2);
+
+    onVisibleChange.mockRestore();
+  });
 });