diff --git a/.travis.yml b/.travis.yml
index c23c0f6e8d..81ab2c70cc 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -8,7 +8,7 @@ before_install:
 install:
   - "pip install -r requirements/testing.txt"
 script:
-  - coverage run --source=documents,document_signatures,lock_manager,folders,tags manage.py test documents lock_manager document_signatures folders tags
+  - coverage run --source=documents,document_signatures,lock_manager,folders,ocr,tags manage.py test documents lock_manager document_signatures folders ocr tags
 after_success:
   - coveralls
 branches:
diff --git a/contrib/sample_documents/title_page.png b/contrib/sample_documents/title_page.png
new file mode 100644
index 0000000000..ece2f481d6
Binary files /dev/null and b/contrib/sample_documents/title_page.png differ
diff --git a/mayan/apps/ocr/tests.py b/mayan/apps/ocr/tests.py
new file mode 100644
index 0000000000..abd5ed10ef
--- /dev/null
+++ b/mayan/apps/ocr/tests.py
@@ -0,0 +1,45 @@
+from __future__ import absolute_import
+
+import os
+import time
+
+from django.conf import settings
+from django.core.files.base import File
+from django.utils import unittest
+
+from documents.models import Document, DocumentType
+
+from .literals import (QUEUEDOCUMENT_STATE_PROCESSING,
+    DOCUMENTQUEUE_STATE_STOPPED, DOCUMENTQUEUE_STATE_ACTIVE)
+from .models import DocumentQueue
+from .api import do_document_ocr
+
+
+class DocumentSearchTestCase(unittest.TestCase):
+    def setUp(self):
+        # Start the OCR queue
+        self.default_queue = DocumentQueue.objects.get(name='default')
+
+    def test_do_document_ocr(self):
+        self.document_type = DocumentType(name='test doc type')
+        self.document_type.save()
+
+        self.document = Document(
+            document_type=self.document_type,
+            description='description',
+        )
+        self.document.save()
+
+        file_object = open(os.path.join(settings.SITE_ROOT, 'contrib', 'sample_documents', 'title_page.png'))
+        new_version = self.document.new_version(file=File(file_object, name='title_page.png'))
+        file_object.close()
+
+        self.failUnlessEqual(self.default_queue.queuedocument_set.count(), 1)
+
+        do_document_ocr(self.default_queue.queuedocument_set.all()[0])
+
+        self.assertTrue(u'Mayan EDMS' in self.document.pages.all()[0].content)
+
+    def tearDown(self):
+        self.document.delete()
+        self.document_type.delete()