From 08f1e9208a65139e01256a67fc4721a35d842efa Mon Sep 17 00:00:00 2001 From: Ariel Catli Date: Sun, 15 Apr 2018 08:34:07 +0800 Subject: [PATCH 1/2] added new extraction method --- python3/utils/extract_grains.py | 73 ++++++++++++++++++++++++++++++++ python3/utils/grain.jpg | Bin 0 -> 86146 bytes 2 files changed, 73 insertions(+) create mode 100644 python3/utils/extract_grains.py create mode 100644 python3/utils/grain.jpg diff --git a/python3/utils/extract_grains.py b/python3/utils/extract_grains.py new file mode 100644 index 0000000..05fdd7e --- /dev/null +++ b/python3/utils/extract_grains.py @@ -0,0 +1,73 @@ +# -*- coding: utf-8 -*- +""" +Created on Sat Apr 14 15:30:34 2018 + +@author: Ariel Domingo Catli +""" + +import cv2 +import numpy as np +import os + + +def extract_grains(sample_image_directory, sample_directory_extracted_e, sample_directory_extracted_p, start): + original_image = cv2.imread(sample_image_directory) + image = cv2.imread(sample_image_directory, 0) + image = cv2.medianBlur(image, 7) +# image = cv2.bilateralFilter(image, 20, 31, 21) + image = cv2.threshold(image, 0, 255, cv2.THRESH_BINARY+cv2.THRESH_OTSU)[1] +# image = cv2.Canny(image[1], 128, 255) + + image = cv2.bitwise_and(original_image, original_image, mask = image) + cv2.imshow("Original", original_image) + cv2.imshow("masked", image) + __clean_windows() + contours = cv2.findContours(image.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE) + contours = np.array(contours) + __bound(original_image, contours[1], sample_directory_extracted_e, sample_directory_extracted_p, start) + + +def __bound(image, contours, sample_directory_extracted_e, sample_directory_extracted_p, start): + images = [] + for i,item in enumerate(contours): + if not (len(item)<3): + rectangle = cv2.minAreaRect(item) + box = cv2.boxPoints(rectangle) + box = np.int0(box) + rotation_matrix = cv2.getRotationMatrix2D(rectangle[0], rectangle[2], 1) + rotated_image = cv2.warpAffine(image.copy(), rotation_matrix, (image.shape[1], image.shape[0])) + + #new_rectangle = (rectangle[0], rectangle[1], 0.0) + box = cv2.boxPoints(rectangle) + new_box = np.int0(cv2.transform(np.array([box]), rotation_matrix))[0] + + cropped = rotated_image[new_box[1][1] : new_box[0][1], new_box[1][0] : new_box[2][0]] + + if cropped.shape[0] < cropped.shape[1]: +# center = (int(cropped.shape[1]/2), int(cropped.shape[0]/2)) +# rotation_matrix_cropped = cv2.getRotationMatrix2D(center, -90, 1) +# cropped = cv2.warpAffine(cropped, rotation_matrix_cropped, (cropped.shape[0], cropped.shape[1])) + cropped = np.rot90(cropped) + + images.append(cropped) + + __write_images(images, sample_directory_extracted_e, sample_directory_extracted_p, start) + +def __clean_windows(): + cv2.waitKey(0) + cv2.destroyAllWindows() + +def __write_images(images, sample_directory_extracted_e, sample_directory_extracted_p, start): + for i,image in enumerate(images): + if os.path.exists(sample_directory_extracted_e): + cv2.imwrite(sample_directory_extracted_e + "e" + str(i) + ".jpg", image) + else: + print("The directory: " + sample_directory_extracted_e + " does not exists.") + +# if image.shape[0] < 128 and image.shape[1] <64: +# black_image = + + +if __name__ == "__main__": + extract_grains("grain.jpg", "e/", "p/", 0) + \ No newline at end of file diff --git a/python3/utils/grain.jpg b/python3/utils/grain.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c307e7a49ee4ed0b64e2fe9ebf0ba362c3285141 GIT binary patch literal 86146 zcmeFZcUV-*vNybjoP*>Hk|Za|IVZ_EhhfN>0R#j@QN#d>k_D8Ukt`sfM3tPQ#7$N} zU_eRpE--BOxo6*d_WM2W{pYiJRh9|5nqF(>M>TRBIR_AFsHm#|5EKZY2L1ua zc`9w?t1gZJprr+H0sw#oU_vecs2~La{{RRzfPPK`fIWofC+!Nk^j!u8lo0^H9H0R& zUx?s2O$yQvqFey9?`^Zedp~%ABcAp8?Jn=&We;Q2b@qaL`8j)eGb$P|nz(p6cm?_a zg8ckq68x7X1o;^S1SEuoC4|MnRsewd4DzRL&rp8$zxfRH2MtL-mjnO|2v3KeJlKH4#CI8#V5cgA|N0l zB_JRmJNDVl@I_0^+zQU06~MGqM)ImV`5;Tqv8pHmBgrMOcw;u<@M}HF8V|W 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z+vx66Y)QlM)JT#ZyRVU$+DIpB_|Wv3t>6|3#=t%l(Kg;Ou7Q)-mvGZlLBz^ay`iN- zOb0f4XNk&1;*rz}a5x>C08e#U=$8Wm4 zrtjTTZwUnHMT(JG=XcHpr#km-lQm*tSC>_wqXUMaNc-pC Date: Sun, 15 Apr 2018 08:53:12 +0800 Subject: [PATCH 2/2] fixed interface to new extraction process --- python2/capture.py | 2 + python2/extract_grains.py | 91 ++++++++++++++++++++++++++++++++ python2/grain.jpg | Bin 0 -> 86146 bytes python3/utils/extract_grains.py | 36 +++++++++---- 4 files changed, 120 insertions(+), 9 deletions(-) create mode 100644 python2/extract_grains.py create mode 100644 python2/grain.jpg diff --git a/python2/capture.py b/python2/capture.py index 6a6307a..944da3c 100644 --- a/python2/capture.py +++ b/python2/capture.py @@ -2,6 +2,7 @@ import cv2 import os from extraction import extract +from extract_grains import extract_grains import Tkinter as tk import pickle import numpy as np @@ -71,6 +72,7 @@ def __start_capture(self): camera.capture(current) self.whole_sample += 1 camera.close() +# self.__extr = extract(current, self.sample_directory_extracted_e, self.sample_directory_extracted_p, self.__extracted_count) self.__extr = extract(current, self.sample_directory_extracted_e, self.sample_directory_extracted_p, self.__extracted_count) self.__grain_list_masked.append(self.__extr[1]) self.__grain_list_platform.append(self.__extr[2]) diff --git a/python2/extract_grains.py b/python2/extract_grains.py new file mode 100644 index 0000000..926fb23 --- /dev/null +++ b/python2/extract_grains.py @@ -0,0 +1,91 @@ +# -*- coding: utf-8 -*- +""" +Created on Sat Apr 14 15:30:34 2018 + +@author: Ariel Domingo Catli +""" + +import cv2 +import numpy as np +import os +from math import ceil + + +def extract_grains(sample_image_directory, sample_directory_extracted_e, sample_directory_extracted_p, start): + original_image = cv2.imread(sample_image_directory) + image = cv2.imread(sample_image_directory, 0) + image = cv2.medianBlur(image, 7) +# image = cv2.bilateralFilter(image, 20, 31, 21) + image = cv2.threshold(image, 0, 255, cv2.THRESH_BINARY+cv2.THRESH_OTSU)[1] +# image = cv2.Canny(image[1], 128, 255) + + masked_image = cv2.bitwise_and(original_image, original_image, mask = image) +# cv2.imshow("Original", original_image) +# cv2.imshow("masked", image) +# __clean_windows() + contours = cv2.findContours(image.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE) + contours = np.array(contours) + lists = __bound(masked_image, contours[1], sample_directory_extracted_e, sample_directory_extracted_p, start) + + return[len(contours[1]), lists[0], lists[1]] + + +def __bound(image, contours, sample_directory_extracted_e, sample_directory_extracted_p, start): + images = [] + for i,item in enumerate(contours): + if not (len(item)<3): + rectangle = cv2.minAreaRect(item) + box = cv2.boxPoints(rectangle) + box = np.int0(box) + rotation_matrix = cv2.getRotationMatrix2D(rectangle[0], rectangle[2], 1) + rotated_image = cv2.warpAffine(image.copy(), rotation_matrix, (image.shape[1], image.shape[0])) + + #new_rectangle = (rectangle[0], rectangle[1], 0.0) + box = cv2.boxPoints(rectangle) + new_box = np.int0(cv2.transform(np.array([box]), rotation_matrix))[0] + + cropped = rotated_image[new_box[1][1] : new_box[0][1], new_box[1][0] : new_box[2][0]] + + if cropped.shape[0] < cropped.shape[1]: +# center = (int(cropped.shape[1]/2), int(cropped.shape[0]/2)) +# rotation_matrix_cropped = cv2.getRotationMatrix2D(center, -90, 1) +# cropped = cv2.warpAffine(cropped, rotation_matrix_cropped, (cropped.shape[0], cropped.shape[1])) + cropped = np.rot90(cropped) + + images.append(cropped) + + lists = __write_images(images, sample_directory_extracted_e, sample_directory_extracted_p, start) + return lists + +def __clean_windows(): + cv2.waitKey(0) + cv2.destroyAllWindows() + +def __write_images(images, sample_directory_extracted_e, sample_directory_extracted_p, start): + grain_list_masked = [] + grain_list_platform = [] + for i,image in enumerate(images): + if os.path.exists(sample_directory_extracted_e): + cv2.imwrite(sample_directory_extracted_e + "e" + str(i) + ".jpg", image) + grain_list_masked.append(sample_directory_extracted_e + "e" + str(i) + ".jpg") + else: + print("The directory: " + sample_directory_extracted_e + " does not exists.") + + if os.path.exists(sample_directory_extracted_p): + if image.shape[0] < 128 and image.shape[1] <64: + platform = np.zeros([128,64,3], np.uint8) + vertical_offset = int(ceil((platform.shape[0] - image.shape[0])/2)) + horizontal_offset = int(ceil((platform.shape[1] - image.shape[1])/2)) + platform[vertical_offset:(vertical_offset+image.shape[0]), horizontal_offset:(horizontal_offset+image.shape[1])] = image + + cv2.imwrite(sample_directory_extracted_p + "p" + str(i) + ".jpg", platform) + grain_list_platform.append(sample_directory_extracted_p + "p" + str(i) + ".jpg") + else: + print("The directory: " + sample_directory_extracted_p + " does not exists.") + + return [grain_list_masked, grain_list_platform] + + +if __name__ == "__main__": + print(extract_grains("grain.jpg", "e/", "p/", 0)) + \ No newline at end of file diff --git a/python2/grain.jpg b/python2/grain.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c307e7a49ee4ed0b64e2fe9ebf0ba362c3285141 GIT binary patch literal 86146 zcmeFZcUV-*vNybjoP*>Hk|Za|IVZ_EhhfN>0R#j@QN#d>k_D8Ukt`sfM3tPQ#7$N} zU_eRpE--BOxo6*d_WM2W{pYiJRh9|5nqF(>M>TRBIR_AFsHm#|5EKZY2L1ua zc`9w?t1gZJprr+H0sw#oU_vecs2~La{{RRzfPPK`fIWofC+!Nk^j!u8lo0^H9H0R& zUx?s2O$yQvqFey9?`^Zedp~%ABcAp8?Jn=&We;Q2b@qaL`8j)eGb$P|nz(p6cm?_a zg8ckq68x7X1o;^S1SEuoC4|MnRsewd4DzRL&rp8$zxfRH2MtL-mjnO|2v3KeJlKH4#CI8#V5cgA|N0l zB_JRmJNDVl@I_0^+zQU06~MGqM)ImV`5;Tqv8pHmBgrMOcw;u<@M}HF8V|W zVvs(1Uar8*LZ<)5Ug)y#jR8eW);NRh`Oi>4Ve-t1n`}yt4IPwQvfv^VgGLLmoyy48 zA^*i)74|3Dx2odXhX2^hscs)xLKr&++)l`?=@?z!7gaTJ3XDq3tL+?HIUoj5P(W?b z&UM1XKo>q&fl1&38mNKKMG|zuh)1Mn8obdT*cM{3pZC2Hr)WS1^}GC;72`|+Og7<` zK~RY-3I}B)5jbq&rwV_s0sEgSASVGl)blZk0a;)tJ5HUIgC!xsM82n^HNc|FYE8W4 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