diff --git a/.travis.yml b/.travis.yml
index d24fbcb..d6626fd 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -12,11 +12,11 @@ virtualenv:
 
 install:
   - sudo apt-get -qq update
-  - sudo apt-get install -y --fix-missing libdmtx0a python-opencv
-  - pip install -r requirements.txt
+  - sudo apt-get install -y --fix-missing libdmtx0a libzbar0 python-opencv
+  - pip install -r requirements.pip
 
 script:
-- nosetests
+  - python -m nose --verbose --with-coverage --cover-inclusive --cover-tests --cover-package=gouda gouda
 
 after_success:
   - coveralls
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d0ca3fe..c77b90d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,6 @@
+# v0.1.9
+- #27 Support pyzbar
+
 # v0.1.8
 - #24 Support pylibdmtx
 
diff --git a/MANIFEST.in b/MANIFEST.in
index cd664b0..9bc3e07 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,2 +1,3 @@
 include *.py
-include requirements.txt
+include requirements.pip
+include gouda/tests/test_data/*png
diff --git a/README.md b/README.md
index 593fee5..0acd7f9 100644
--- a/README.md
+++ b/README.md
@@ -55,7 +55,7 @@ The easiest way is to install the current Python 2.7 release of
     conda update --all
     pip install --upgrade pip
     python <Anaconda dir>\Scripts\pywin32_postinstall.py -install
-    pip install -r requirements.txt
+    pip install -r requirements.pip
 
 ## Install [OpenCV](http://www.opencv.org/)
 ### Linux
@@ -98,7 +98,7 @@ Windows only. Download and install their [SDK](http://www.inliteresearch.com/).
 ### libdmtx
 
 The [pylibdmtx](https://pypi.python.org/pypi/pylibdmtx/) Python package is
-a dependency of `gouda` and is listed in `requirements.txt`.
+a dependency of `gouda` and is listed in `requirements.pip`.
 
 The `libdmtx` `DLL`s are included with the Windows Python wheel builds
 of `pylibdmtx`.
diff --git a/build.sh b/build.sh
index 8a91d66..caf219e 100755
--- a/build.sh
+++ b/build.sh
@@ -15,5 +15,5 @@ echo Tests
 nosetests --with-coverage --cover-html --cover-inclusive --cover-erase --cover-tests --cover-package=gouda
 
 echo Build
-./setup.py sdist
+./setup.py bdist_wheel
 pyinstaller --onefile --clean decode_barcodes.spec
diff --git a/decode_barcodes.spec b/decode_barcodes.spec
index fe0762e..e73dc9a 100644
--- a/decode_barcodes.spec
+++ b/decode_barcodes.spec
@@ -1,9 +1,13 @@
-# For PyInstaller build on Mac
+# For PyInstaller build
 
 import sys
 
 from pathlib import Path
 
+from pylibdmtx import pylibdmtx
+from pyzbar import pyzbar
+
+
 block_cipher = None
 
 a = Analysis(['gouda/scripts/decode_barcodes.py'],
@@ -18,13 +22,14 @@ a = Analysis(['gouda/scripts/decode_barcodes.py'],
              win_private_assemblies=False,
              cipher=block_cipher)
 
-if 'darwin' == sys.platform:
-    # libdmtx dylib is not detected because it is loaded by a ctypes call in
-    # pylibdmtx
-    a.binaries += TOC([
-        ('libdmtx.dylib', '/usr/local/Cellar/libdmtx/0.7.4/lib/libdmtx.dylib', 'BINARY'),
-    ])
 
+# dylibs not detected because they are loaded by ctypes
+a.binaries += TOC([
+    (Path(dep._name).name, dep._name, 'BINARY')
+    for dep in pylibdmtx.EXTERNAL_DEPENDENCIES + pyzbar.EXTERNAL_DEPENDENCIES
+])
+
+if 'darwin' == sys.platform:
     # PyInstaller does not detect some dylibs, in some cases (I think) because they
     # are symlinked.
     # See Stack Overflow post http://stackoverflow.com/a/17595149 for example
@@ -56,13 +61,6 @@ if 'darwin' == sys.platform:
     a.binaries += TOC([
         (lib, str(LIB.joinpath(lib).resolve()), 'BINARY') for lib in MISSING_DYLIBS
     ])
-elif 'win32' == sys.platform:
-    # libdmtx dylib is not detected because it is loaded by a ctypes call in
-    # pylibdmtx
-    fname = 'libdmtx-{0}.dll'.format('64' if sys.maxsize > 2**32 else '32')
-    a.binaries += TOC([
-        (fname, str(Path(sys.argv[0]).parent.parent.joinpath(fname)), 'BINARY'),
-    ])
 
 
 pyz = PYZ(a.pure, a.zipped_data,
diff --git a/gouda/__init__.py b/gouda/__init__.py
index c3bb296..1c98a23 100644
--- a/gouda/__init__.py
+++ b/gouda/__init__.py
@@ -1 +1 @@
-__version__ = '0.1.8'
+__version__ = '0.1.9'
diff --git a/gouda/engines/zbar_engine.py b/gouda/engines/zbar_engine.py
index f28e0b2..a3f05f0 100644
--- a/gouda/engines/zbar_engine.py
+++ b/gouda/engines/zbar_engine.py
@@ -1,22 +1,22 @@
 # This file is not called zbar.py to avoid collision with the zbar package
 
-import cv2
-
 from gouda.barcode import Barcode
 from gouda.gouda_error import GoudaError
 from gouda.util import debug_print
 
+from PIL import Image
+
 try:
-    import zbar
+    from pyzbar import pyzbar
 except ImportError:
-    zbar = None
+    pyzbar = None
 
 
 class ZbarEngine(object):
     """Decode using the zbar library
 
     http://sourceforge.net/projects/zbar/
-    https://pypi.python.org/pypi/zbar
+    https://pypi.python.org/pypi/pyzbar
     """
     def __init__(self):
         if not self.available():
@@ -24,20 +24,11 @@ def __init__(self):
 
     @classmethod
     def available(cls):
-        return zbar is not None
+        return pyzbar is not None
 
     def decode_file(self, path):
-        return self(cv2.imread(str(path), cv2.IMREAD_GRAYSCALE))
+        return self(Image.open(str(path)))
 
     def __call__(self, img):
-        # Decode barcodes in img using zbar
-        # https://github.com/ZBar/ZBar/blob/master/python/README
-        # https://github.com/herbyme/zbar/blob/master/python/examples/scan_image.py
-        scanner = zbar.ImageScanner()
-        height, width = img.shape[:2]
-        if 'uint8' != img.dtype or 2 != len(img.shape):
-            debug_print('Convert to greyscale for zbar')
-            img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
-        image = zbar.Image(width, height, 'Y800', img.tostring())
-        scanner.scan(image)
-        return [Barcode(str(s.type), unicode(s.data, 'utf8')) for s in image]
+        # Decode barcodes in img using pyzbar
+        return [Barcode(r.type, r.data) for r in pyzbar.decode(img)]
diff --git a/gouda/scripts/decode_barcodes.py b/gouda/scripts/decode_barcodes.py
index 706b8b5..a79751c 100755
--- a/gouda/scripts/decode_barcodes.py
+++ b/gouda/scripts/decode_barcodes.py
@@ -26,7 +26,7 @@
 def decode(paths, strategies, engine, visitors, read_greyscale):
     """Finds and decodes barcodes in images given in pathss
     """
-    for p in paths:
+    for p in sorted(paths):
         if p.is_dir():
             # Descend into directory
             decode(p.iterdir(), strategies, engine, visitors, read_greyscale)
diff --git a/gouda/util.py b/gouda/util.py
index 534b485..458fb8a 100644
--- a/gouda/util.py
+++ b/gouda/util.py
@@ -22,8 +22,10 @@ def debug_print(*args, **kwargs):
 
 
 def read_image(path, greyscale):
-    flags = cv2.IMREAD_GRAYSCALE if greyscale else cv2.IMREAD_UNCHANGED
-    return cv2.imread(str(path), flags)
+    if greyscale:
+        return cv2.imread(str(path), cv2.IMREAD_GRAYSCALE)
+    else:
+        return cv2.imread(str(path))
 
 
 def expand_wildcard(args):
diff --git a/requirements.pip b/requirements.pip
new file mode 100644
index 0000000..47d1e46
--- /dev/null
+++ b/requirements.pip
@@ -0,0 +1,13 @@
+# TODO How to specify OpenCV? 'cv2>=2.4.8',
+pathlib>=1.0.1
+Pillow>=3.2.0
+pylibdmtx==0.1.4
+pyzbar==0.1.2
+numpy>=1.8.2
+
+# Packages required for testing
+coveralls>=1.1
+nose>=1.3.4
+
+# Packages required for distribution
+PyInstaller==3.1.1
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index a737c7e..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-pathlib>=1.0
-pylibdmtx>=0.1.1
-numpy>=1.8.2
-
-# Packages required for testing
-coveralls>=1.1
-nose>=1.3.4
diff --git a/setup.py b/setup.py
index f969ef3..79138a2 100755
--- a/setup.py
+++ b/setup.py
@@ -32,6 +32,7 @@
         # TODO How to specify OpenCV? 'cv2>=2.4.8,<3',
         'pathlib>=1.0.1',
         'pylibdmtx>=0.1.1',
+        'pyzbar>=0.1.1',
         'numpy>=1.8.2',
     ],
     'tests_require': [