diff --git a/imgsrc/highlight.svg b/imgsrc/highlight.svg
new file mode 100644
index 0000000000..e477b2d074
--- /dev/null
+++ b/imgsrc/highlight.svg
@@ -0,0 +1,60 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   inkscape:version="1.0 (4035a4fb49, 2020-05-01)"
+   sodipodi:docname="highlight.svg"
+   id="svg4"
+   version="1.1"
+   viewBox="0 0 544 512">
+  <metadata
+     id="metadata10">
+    <rdf:RDF>
+      <cc:Work
+         rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type
+           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <defs
+     id="defs8" />
+  <sodipodi:namedview
+     inkscape:current-layer="svg4"
+     inkscape:window-maximized="0"
+     inkscape:window-y="40"
+     inkscape:window-x="0"
+     inkscape:cy="256"
+     inkscape:cx="120.38095"
+     inkscape:zoom="1.96875"
+     showgrid="false"
+     id="namedview6"
+     inkscape:window-height="1400"
+     inkscape:window-width="2560"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0"
+     guidetolerance="10"
+     gridtolerance="10"
+     objecttolerance="10"
+     borderopacity="1"
+     bordercolor="#666666"
+     pagecolor="#ffffff" />
+  <path
+     style="fill:#2caf45;fill-opacity:1"
+     id="path839"
+     d="m 527.92,79.27 -63.2,-63.2 C 444.23,-4.42 411.34,-5.45 389.6,13.72 L 190.55,183.68 360.32,353.46 530.27,154.4 c 19.18,-21.74 18.15,-54.63 -2.35,-75.13 z" />
+  <path
+     style="fill:#2271d5;fill-opacity:1"
+     id="path837"
+     d="m 124.61,239.97 a 36.592,36.592 0 0 0 -10.79,38.1 l 13.05,42.83 -50.93,50.94 96.23,96.23 50.86,-50.86 42.74,13.08 c 13.73,4.2 28.65,-0.01 38.15,-10.78 L 339.47,377.87 166.13,204.53 Z" />
+  <path
+     style="fill:#ea8404;fill-opacity:1"
+     id="path2"
+     d="M 0,479.98 99.92,512 135.37,476.55 68.33,409.51 Z" />
+</svg>
diff --git a/imgsrc/srv/highlight.svg b/imgsrc/srv/highlight.svg
new file mode 100644
index 0000000000..6751f0a39e
--- /dev/null
+++ b/imgsrc/srv/highlight.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 544 512"><path d="M0 479.98L99.92 512l35.45-35.45-67.04-67.04L0 479.98zm124.61-240.01a36.592 36.592 0 0 0-10.79 38.1l13.05 42.83-50.93 50.94 96.23 96.23 50.86-50.86 42.74 13.08c13.73 4.2 28.65-.01 38.15-10.78l35.55-41.64-173.34-173.34-41.52 35.44zm403.31-160.7l-63.2-63.2c-20.49-20.49-53.38-21.52-75.12-2.35L190.55 183.68l169.77 169.78L530.27 154.4c19.18-21.74 18.15-54.63-2.35-75.13z"></path></svg>
diff --git a/resources/images/highlight.png b/resources/images/highlight.png
new file mode 100644
index 0000000000..ef859e986a
Binary files /dev/null and b/resources/images/highlight.png differ
diff --git a/src/calibre/gui2/actions/browse_annots.py b/src/calibre/gui2/actions/browse_annots.py
index 8472ed8515..5ef3aca4cf 100644
--- a/src/calibre/gui2/actions/browse_annots.py
+++ b/src/calibre/gui2/actions/browse_annots.py
@@ -12,7 +12,7 @@ from calibre.gui2.actions import InterfaceAction
 class BrowseAnnotationsAction(InterfaceAction):
 
     name = 'Browse Annotations'
-    action_spec = (_('Browse annotations'), 'polish.png',
+    action_spec = (_('Browse annotations'), 'highlight.png',
                    _('Browse highlights and bookmarks from all books in the library'), _('B'))
     dont_add_to = frozenset(('context-menu-device',))
     action_type = 'current'
diff --git a/src/calibre/gui2/library/annotations.py b/src/calibre/gui2/library/annotations.py
index 5096041660..b885e35cb0 100644
--- a/src/calibre/gui2/library/annotations.py
+++ b/src/calibre/gui2/library/annotations.py
@@ -410,6 +410,7 @@ class AnnotationsBrowser(Dialog):
     def __init__(self, parent=None):
         Dialog.__init__(self, _('Annotations browser'), 'library-annotations-browser-1', parent=parent)
         self.setAttribute(Qt.WA_DeleteOnClose, False)
+        self.setWindowIcon(QIcon(I('highlight.png')))
 
     def do_open_annotation(self, book_id, fmt, annot):
         atype = annot['type']