From 687aba1fa288074e3e326e06866cc5acc4beb235 Mon Sep 17 00:00:00 2001
From: Clemens Neudecker <952378+cneud@users.noreply.github.com>
Date: Mon, 3 Mar 2025 22:10:40 +0100
Subject: [PATCH] replace usages of `imutils` with opencv equivalents

should fix https://github.com/qurator-spk/eynollah/issues/141
---
 src/eynollah/utils/rotate.py | 40 ++++++++++++++++++------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/src/eynollah/utils/rotate.py b/src/eynollah/utils/rotate.py
index 603c2d9..c01f5e8 100644
--- a/src/eynollah/utils/rotate.py
+++ b/src/eynollah/utils/rotate.py
@@ -1,6 +1,4 @@
 import math
-
-import imutils
 import cv2
 
 def rotatedRectWithMaxArea(w, h, angle):
@@ -11,11 +9,11 @@ def rotatedRectWithMaxArea(w, h, angle):
     side_long, side_short = (w, h) if width_is_longer else (h, w)
 
     # since the solutions for angle, -angle and 180-angle are all the same,
-    # if suffices to look at the first quadrant and the absolute values of sin,cos:
+    # it suffices to look at the first quadrant and the absolute values of sin,cos:
     sin_a, cos_a = abs(math.sin(angle)), abs(math.cos(angle))
     if side_short <= 2.0 * sin_a * cos_a * side_long or abs(sin_a - cos_a) < 1e-10:
-        # half constrained case: two crop corners touch the longer side,
-        #   the other two corners are on the mid-line parallel to the longer line
+        # half constrained case: two crop corners touch the longer side, 
+        # the other two corners are on the mid-line parallel to the longer line
         x = 0.5 * side_short
         wr, hr = (x / sin_a, x / cos_a) if width_is_longer else (x / cos_a, x / sin_a)
     else:
@@ -25,6 +23,12 @@ def rotatedRectWithMaxArea(w, h, angle):
 
     return wr, hr
 
+def rotate_image_opencv(image, angle):
+    (h, w) = image.shape[:2]
+    center = (w // 2, h // 2)
+    M = cv2.getRotationMatrix2D(center, angle, 1.0)
+    return cv2.warpAffine(image, M, (w, h), flags=cv2.INTER_CUBIC, borderMode=cv2.BORDER_REPLICATE)
+
 def rotate_max_area_new(image, rotated, angle):
     wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0], math.radians(angle))
     h, w, _ = rotated.shape
@@ -35,7 +39,7 @@ def rotate_max_area_new(image, rotated, angle):
     return rotated[y1:y2, x1:x2]
 
 def rotation_image_new(img, thetha):
-    rotated = imutils.rotate(img, thetha)
+    rotated = rotate_image_opencv(img, thetha)
     return rotate_max_area_new(img, rotated, thetha)
 
 def rotate_image(img_patch, slope):
@@ -44,13 +48,10 @@ def rotate_image(img_patch, slope):
     M = cv2.getRotationMatrix2D(center, slope, 1.0)
     return cv2.warpAffine(img_patch, M, (w, h), flags=cv2.INTER_CUBIC, borderMode=cv2.BORDER_REPLICATE)
 
-def rotate_image_different( img, slope):
-    # img = cv2.imread('images/input.jpg')
+def rotate_image_different(img, slope):
     num_rows, num_cols = img.shape[:2]
-
     rotation_matrix = cv2.getRotationMatrix2D((num_cols / 2, num_rows / 2), slope, 1)
-    img_rotation = cv2.warpAffine(img, rotation_matrix, (num_cols, num_rows))
-    return img_rotation
+    return cv2.warpAffine(img, rotation_matrix, (num_cols, num_rows))
 
 def rotate_max_area(image, rotated, rotated_textline, rotated_layout, rotated_table_prediction, angle):
     wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0], math.radians(angle))
@@ -62,17 +63,17 @@ def rotate_max_area(image, rotated, rotated_textline, rotated_layout, rotated_ta
     return rotated[y1:y2, x1:x2], rotated_textline[y1:y2, x1:x2], rotated_layout[y1:y2, x1:x2], rotated_table_prediction[y1:y2, x1:x2]
 
 def rotation_not_90_func(img, textline, text_regions_p_1, table_prediction, thetha):
-    rotated = imutils.rotate(img, thetha)
-    rotated_textline = imutils.rotate(textline, thetha)
-    rotated_layout = imutils.rotate(text_regions_p_1, thetha)
-    rotated_table_prediction = imutils.rotate(table_prediction, thetha)
+    rotated = rotate_image_opencv(img, thetha)
+    rotated_textline = rotate_image_opencv(textline, thetha)
+    rotated_layout = rotate_image_opencv(text_regions_p_1, thetha)
+    rotated_table_prediction = rotate_image_opencv(table_prediction, thetha)
     return rotate_max_area(img, rotated, rotated_textline, rotated_layout, rotated_table_prediction, thetha)
 
 def rotation_not_90_func_full_layout(img, textline, text_regions_p_1, text_regions_p_fully, thetha):
-    rotated = imutils.rotate(img, thetha)
-    rotated_textline = imutils.rotate(textline, thetha)
-    rotated_layout = imutils.rotate(text_regions_p_1, thetha)
-    rotated_layout_full = imutils.rotate(text_regions_p_fully, thetha)
+    rotated = rotate_image_opencv(img, thetha)
+    rotated_textline = rotate_image_opencv(textline, thetha)
+    rotated_layout = rotate_image_opencv(text_regions_p_1, thetha)
+    rotated_layout_full = rotate_image_opencv(text_regions_p_fully, thetha)
     return rotate_max_area_full_layout(img, rotated, rotated_textline, rotated_layout, rotated_layout_full, thetha)
 
 def rotate_max_area_full_layout(image, rotated, rotated_textline, rotated_layout, rotated_layout_full, angle):
@@ -83,4 +84,3 @@ def rotate_max_area_full_layout(image, rotated, rotated_textline, rotated_layout
     x1 = w // 2 - int(wr / 2)
     x2 = x1 + int(wr)
     return rotated[y1:y2, x1:x2], rotated_textline[y1:y2, x1:x2], rotated_layout[y1:y2, x1:x2], rotated_layout_full[y1:y2, x1:x2]
-