diff --git a/pixelocr/gui/pageview.py b/pixelocr/gui/pageview.py
index 50b02fc..d961e48 100644
--- a/pixelocr/gui/pageview.py
+++ b/pixelocr/gui/pageview.py
@@ -68,7 +68,7 @@ class PageScene(QGraphicsScene):
                 for letter in word:
                     if not letter.image.isspace:
                         self.addRect(letter.x1, letter.y1, letter.width - 1, letter.height - 1, letterPen, letterBrush)
-            self.addLine(line.x1, line.y1 + line.baseline, line.x2, line.y1 + line.baseline - 1, linePen)
+            self.addLine(line.x1, line.baseline - 1, line.x2, line.baseline - 1, linePen)
 #             self.addRect(line.x1, line.y1, line.width, line.height, Qt.red)
 
     def addPage(self, page):
diff --git a/pixelocr/page.py b/pixelocr/page.py
index 180e8b4..a08987c 100644
--- a/pixelocr/page.py
+++ b/pixelocr/page.py
@@ -95,7 +95,7 @@ class Line(PageObject):
         gradient = filters.correlate1d(histogram, [-1, 1], axis=0)
         # top = gradient.argmax()
         bottom = gradient.argmin()
-        return bottom
+        return self.y1 + bottom
 
 
 class Word(PageObject):
@@ -113,7 +113,7 @@ class Word(PageObject):
         obj_indices = ndimage.find_objects(labels, max_label)
         letter_images = (self.image[obj_index] for obj_index in obj_indices)
         letters = (
-            Letter(image, self.y1 + self.baseline - image.y2)
+            Letter(image, self.baseline - image.y2)
             for image in letter_images
         )
         sorted_letters = sorted(letters, key=lambda letter: (letter.x1, -letter.y1))