import math import imutils import cv2 def rotatedRectWithMaxArea(w, h, angle): if w <= 0 or h <= 0: return 0, 0 width_is_longer = w >= h 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: 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 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: # fully constrained case: crop touches all 4 sides cos_2a = cos_a * cos_a - sin_a * sin_a wr, hr = (w * cos_a - h * sin_a) / cos_2a, (h * cos_a - w * sin_a) / cos_2a return wr, hr def rotate_max_area_new(image, rotated, angle): wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0], math.radians(angle)) h, w, _ = rotated.shape y1 = h // 2 - int(hr / 2) y2 = y1 + int(hr) x1 = w // 2 - int(wr / 2) x2 = x1 + int(wr) return rotated[y1:y2, x1:x2] def rotation_image_new(img, thetha): rotated = imutils.rotate(img, thetha) return rotate_max_area_new(img, rotated, thetha) def rotate_image(img_patch, slope): (h, w) = img_patch.shape[:2] center = (w // 2, h // 2) M = cv2.getRotationMatrix2D(center, slope, 1.0) return cv2.warpAffine(img_patch, M, (w, h), flags=cv2.INTER_CUBIC, borderMode=cv2.BORDER_REPLICATE) def rotyate_image_different( img, slope): # img = cv2.imread('images/input.jpg') 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 def rotate_max_area(image, rotated, rotated_textline, rotated_layout, angle): wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0], math.radians(angle)) h, w, _ = rotated.shape y1 = h // 2 - int(hr / 2) y2 = y1 + int(hr) 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] def rotation_not_90_func(img, textline, text_regions_p_1, thetha): rotated = imutils.rotate(img, thetha) rotated_textline = imutils.rotate(textline, thetha) rotated_layout = imutils.rotate(text_regions_p_1, thetha) return rotate_max_area(img, rotated, rotated_textline, rotated_layout, 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) 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): wr, hr = rotatedRectWithMaxArea(image.shape[1], image.shape[0], math.radians(angle)) h, w, _ = rotated.shape y1 = h // 2 - int(hr / 2) y2 = y1 + int(hr) 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]