From 00c14d15d08319e595b69e0d24c36799deb8aa5f Mon Sep 17 00:00:00 2001 From: Willy Samuel Paz Colque Date: Sat, 7 Aug 2021 01:51:01 -0400 Subject: [PATCH 1/5] Fingerprint-Enhancement-Python by github.com/ylevalle adapted to python3 --- .gitignore | 3 + README.md | 52 +++++++-- enhanced/1_enhanced.jpg | Bin 0 -> 27243 bytes enhanced/enhanced.jpg | Bin 49397 -> 0 bytes main_enhancement.py | 62 +++++++++++ requirements.txt | 10 ++ src/__init__.py | 1 + src/image_enhance.py | 47 ++++---- src/main_enhancement.py | 37 ------- src/ridge_freq_2.py | 29 ----- src/utils/__init__.py | 4 + src/{ => utils}/frequest.py | 0 src/{ => utils}/ridge_filter.py | 179 ++++++++++++++++--------------- src/{ => utils}/ridge_freq.py | 66 +++++++----- src/utils/ridge_freq_2.py | 29 +++++ src/{ => utils}/ridge_orient.py | 119 ++++++++++---------- src/{ => utils}/ridge_segment.py | 88 +++++++-------- 17 files changed, 416 insertions(+), 310 deletions(-) create mode 100644 .gitignore create mode 100644 enhanced/1_enhanced.jpg delete mode 100644 enhanced/enhanced.jpg create mode 100644 main_enhancement.py create mode 100644 requirements.txt create mode 100644 src/__init__.py delete mode 100644 src/main_enhancement.py delete mode 100644 src/ridge_freq_2.py create mode 100644 src/utils/__init__.py rename src/{ => utils}/frequest.py (100%) rename src/{ => utils}/ridge_filter.py (50%) rename src/{ => utils}/ridge_freq.py (63%) create mode 100644 src/utils/ridge_freq_2.py rename src/{ => utils}/ridge_orient.py (53%) rename src/{ => utils}/ridge_segment.py (59%) diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c79c6c0 --- /dev/null +++ b/.gitignore @@ -0,0 +1,3 @@ +#enviroment +env +__pycache__ \ No newline at end of file diff --git a/README.md b/README.md index e5f2248..8b330a1 100644 --- a/README.md +++ b/README.md @@ -1,17 +1,51 @@ # Fingerprint-Enhancement-Python -Using oriented gabor filters to enhance fingerprint images based on https://github.com/Utkarsh-Deshmukh/Fingerprint-Enhancement-Python +Using oriented gabor filters to enhance fingerprint images based on https://github.com/ylevalle/Fingerprint-Enhancement-Python + +this version is written in python3 # Usage: python main_enhancement.py -The fingerprint image to enhance must be in the images directory, the default name is 1.jpg. The enhanced image will be located on the directory enhanced and the default name is enhanced.jpg +The images of the fingerprint for the enhancement must be in the "images" directory, the program will enhance all the images in that directory and they will be located in the "enhanced" directory with the same names and the suffix "_enhanced" -This version doesn't work on Python 3 yet +## Example: +Command: +``` +python main_enhancement.py +``` +Output: +``` +Found 1 images in "images" folder +Processing images ... +Processing 1.jpg: (1/1) + All enhanced images saved in the "enhanced" folder. +done. +``` +Results: +``` +enhanced +└── 1_enhanced.jpg -# Requirements: +0 directories, 1 file +``` -numpy -cv2 -scipy -matplotlib -imageio + +# Requirements: +```r +cycler==0.10.0 +kiwisolver==1.3.1 +matplotlib==3.4.2 +numpy==1.21.1 +opencv-python==4.5.3.56 +Pillow==8.3.1 +pyparsing==2.4.7 +python-dateutil==2.8.2 +scipy==1.7.1 +six==1.16.0 +``` +Install it: +```sh +pip install -r requirements.txt +``` +# Colaborators +* **Willy Samuel Paz Colque** \ No newline at end of file diff --git a/enhanced/1_enhanced.jpg b/enhanced/1_enhanced.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d5c61182b4cafafc15aa65a7595fb05ee115495 GIT binary patch literal 27243 zcmcG!Wl&sE7cJO01SgQ-5F8qJhlC&vL4$j6cMneR#w|gE1$TFM3m#k=*KV}&;d}4Z zo0_R7GgCG9*8X)*ojU8@bI)FT?e+5SWfOoWF9VVRARr(B%wBK6%L+gWfR2iahKhoY zhK7cLf&K=I5E}~<6N`l4EiNGiDHSCJDLFYc9Xlg64J$1B(FE16NkeDF1 zC_4`?_kSiqz`(%3!o(uR#wOmUI|Mm6K4Zuf7Fhn3mLZAU4;v*p8BfRtjr~m*2 zl-Je%XTksNLO?`9MnOeG$9RMJI-mg$fQW#EgouoUf`W|vI@<5`IRF_Sh2R6%N7T2f z-_U5B3Auw3a?xo&)$|alO+)E;Ok9F7-n@HHOhQV}z{teR!pp}mASfg(^;ud*Rt_Zp zRb4|_*)63f@&ctm7WVp4KSYTD0V>3R7Dg@1~QOG<0& z>KhuHnp;|X`}zk4hlWQ+XJ+T-7Z(35EpKf@c6Rsn4-SuD7nfJpH@EP+`~ToV03iKW zSpOZ_{|y)ZD=tK2WF%y?|KLJE^n48@d}NdlT&M&eRnfjVzop?0LMQx`kXzG(LCd2C zB{FfDe)EowcZ(kOA87vt+5a$P8Vf+st=ygKFv-XyXAw;Uo9IW=KV3fGTTdg@riE|`5#A#v0~L-`mCxLD(w}U$c6W9J>Bv;EUxZ=)j|`rTSHNNp2V}+ 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z_Ur960B!=v`2RZn{=ZZ3{XAsPzc4DkMkgi`*q*o}E+9qdc_z6)o7RUA3<{Ulhmu%X zYkH|>U)QqcVPyQMv|tiMK{vuMWP?-jF^7Yex0pFhf z`OXlM{?9Qd6?zVe2=0p`IdHL|6~1cgQKX5vfdT-p7PQ4dnYRkL0}+sfSVhu#S(Oyk z$6bbA0m-Uf4-zU(CdN7sS$&(D!i+k}P>I@3kReGBAxGvaxA#4-LORrWPrzY>tec`vy zWOj->lf(Ir_w=lfxHV8rVlPDhVPyz`m-!Ac@aW+u77IXyEPcG;d=nVFDnW?re4^*MSE$rr0n(Ze|K#!asn}+gYsTY=*e%P=|IT8h*{`{frkE$qh~rC9IyuGE~?zP zVN76*Wbt>sYOANE)(D8C@iMQkcxGSkTGB3-l(uH{yamQ$N^E%s7p6dl3JcV=MxX2Q zz=X&3-}S~ATsf{iSmxJbnDgzWafr&BR^+-J=2@&e5_KHi=aKxe?q2-{*P~99%KOa+ zB%2-=f|OASuhXHQ`FU-p&cuRt8yA{StA0)JN>P-Mu zctQPzPbWEccYFzd#cwL9{p!jAElcK}Z}WVV{IO?@iBsxqUEi$$hC;N1q^`D2J^g8Q znlZY1Mpr0SVOFL83TFHcX|EV>qRMtD0NP{U=hC}9m+yXdZ{YpKM)Pm+apDhhVpj}- zh+Z-2`#^B|5u{xenNtO;90?{jltA1`)qOqbMeqj2CDnL`Z1JOa@BPGL@{1J3q7v02 zjG&3N_yu;m53(18RjwouKi{_iVC4OO{VKx~WHrdfx zyLurY=JL>6_TfU5JVMvN6g#r8d2!W=#!IwHq+Omb2=VJA4n&GaTNa;)$_Nl@C-(+D zexJ*0eS4ZEtgUArfh$@)j`9dT=eq*1g}4eDVvZ(9xB)B+)mBf#1vck<%97<9x%Gm% z#*oUY`K4Y8S1+A0y%J|=%8Fe}8s0(SDxjS!Wu)LCh!BomrDFt4o*+r`KZVSprJe-@ zA+?RQ-Am3G9vj(mxVVj}sq^NsqvTU>ZQ5(C zRI_aCpO_zr9oGxP7sj1e0pvaU-b0C?I_N)%=3vHo-7IcgombQu}j&cN{zP;V~ z)kPLL^%X&p9vyeDP98g%`mrLF&Y!{W7_C@sc1= 2): + # img_name = sys.argv[1].split('/')[-1] + # img:ndarray = cv2.imread(sys.argv[1]) + + print(f'Found {len(image_names)} images in "images" folder') + + print('Processing images ...') + images_processed = False + for i, img_name in enumerate(image_names): + enhanced_img_name = img_name.split('.') + enhanced_img_name = enhanced_img_name[0] + SUFFIX + enhanced_img_name[-1] + if exists(join(ENHANCED_PATH, enhanced_img_name)): + continue # if an image exists its enhanced, nothing is done + images_processed = True + print(f'Processing {img_name}: ({i+1}/{len(image_names)})') + img: NumpyArray = cv2.imread(join(IMGS_PATH, img_name)) + if(len(img.shape)>2): + img = np.dot(img[...,:3], [0.299, 0.587, 0.114]) + rows, cols = img.shape + aspect_ratio = rows / cols + new_rows: int = 350 + new_cols: int = int(new_rows / aspect_ratio) + img: NumpyArray = cv2.resize(img, (new_cols, new_rows)) + enhanced_img: NumpyArray = image_enhance(img) + imsave(join(ENHANCED_PATH, enhanced_img_name), enhanced_img) + + if images_processed: + print('\tAll enhanced images saved in the "enhanced" folder.') + else: + print('\tNo image was processed, it probably already exists') + print('\tits enhanced versions in the "enhanced" folder.') + print('done.') + + +if __name__ == '__main__': + main() diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..54b6c34 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,10 @@ +cycler==0.10.0 +kiwisolver==1.3.1 +matplotlib==3.4.2 +numpy==1.21.1 +opencv-python==4.5.3.56 +Pillow==8.3.1 +pyparsing==2.4.7 +python-dateutil==2.8.2 +scipy==1.7.1 +six==1.16.0 diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..4eaea47 --- /dev/null +++ b/src/__init__.py @@ -0,0 +1 @@ +from .image_enhance import image_enhance \ No newline at end of file diff --git a/src/image_enhance.py b/src/image_enhance.py index eeb2497..a4d1785 100644 --- a/src/image_enhance.py +++ b/src/image_enhance.py @@ -1,28 +1,31 @@ -# -*- coding: utf-8 -*- +from .utils import ridge_segment, ridge_orient, ridge_freq, ridge_filter -from ridge_segment import ridge_segment -from ridge_orient import ridge_orient -from ridge_freq import ridge_freq -from ridge_filter import ridge_filter def image_enhance(img): - blksze = 16; - thresh = 0.1; - normim,mask = ridge_segment(img,blksze,thresh); # normalise the image and find a ROI + blksze = 16 + thresh = 0.1 + # normalise the image and find a ROI + normim, mask = ridge_segment(img, blksze, thresh) - gradientsigma = 1; - blocksigma = 7; - orientsmoothsigma = 7; - orientim = ridge_orient(normim, gradientsigma, blocksigma, orientsmoothsigma); # find orientation of every pixel + gradientsigma = 1 + blocksigma = 7 + orientsmoothsigma = 7 + # find orientation of every pixel + orientim = ridge_orient(normim, gradientsigma, + blocksigma, orientsmoothsigma) + + blksze = 38 + windsze = 5 + minWaveLength = 5 + maxWaveLength = 15 + # find the overall frequency of ridges + freq, medfreq = ridge_freq( + normim, mask, orientim, blksze, windsze, minWaveLength, maxWaveLength) + + freq = medfreq * mask + kx = 0.65 + ky = 0.65 + # create gabor filter and do the actual filtering + newim = ridge_filter(normim, orientim, freq, kx, ky) - blksze = 38; - windsze = 5; - minWaveLength = 5; - maxWaveLength = 15; - freq,medfreq = ridge_freq(normim, mask, orientim, blksze, windsze, minWaveLength,maxWaveLength); # find the overall frequency of ridges - - freq = medfreq*mask; - kx = 0.65;ky = 0.65; - newim = ridge_filter(normim, orientim, freq, kx, ky); # create gabor filter and do the actual filtering - return(newim < -3) diff --git a/src/main_enhancement.py b/src/main_enhancement.py deleted file mode 100644 index 090872e..0000000 --- a/src/main_enhancement.py +++ /dev/null @@ -1,37 +0,0 @@ -# -*- coding: utf-8 -*- - -import numpy as np -import matplotlib.pylab as plt; -import scipy.ndimage -import sys -import imageio -import matplotlib - -from image_enhance import image_enhance - -if(len(sys.argv)<2): - print('loading sample image'); - img_name = '1.jpg' - img = scipy.ndimage.imread('../images/' + img_name); -elif(len(sys.argv) >= 2): - img_name = sys.argv[1]; - img = scipy.ndimage.imread(sys.argv[1]); - -if(len(img.shape)>2): - img = np.dot(img[...,:3], [0.299, 0.587, 0.114]); - -rows,cols = np.shape(img); -aspect_ratio = np.double(rows)/np.double(cols); - -new_rows = 350; #randomly selected number -new_cols = new_rows/aspect_ratio; - -img = scipy.misc.imresize(img,(np.int(new_rows),np.int(new_cols))); - -enhanced_img = image_enhance(img); - -if(1): - print('saving the image') - matplotlib.image.imsave('../enhanced/' + 'enhanced.jpg', enhanced_img) -else: - plt.imshow(enhanced_img,cmap = 'Greys_r'); diff --git a/src/ridge_freq_2.py b/src/ridge_freq_2.py deleted file mode 100644 index bbbebd5..0000000 --- a/src/ridge_freq_2.py +++ /dev/null @@ -1,29 +0,0 @@ -# -*- coding: utf-8 -*- - -import numpy as np -from frequest import frequest - -def rifdge_freq(im, mask, orient, blksze, windsze,minWaveLength, maxWaveLength): - rows,cols = im.shape; - freq = np.zeros((rows,cols)); - - for r in range(0,rows-blksze,blksze): - for c in range(0,cols-blksze,blksze): - blkim = im[r:r+blksze][:,c:c+blksze]; - blkor = orient[r:r+blksze][:,c:c+blksze]; - - - freq[r:r+blksze][:,c:c+blksze] = frequest(blkim,blkor,windsze,minWaveLength,maxWaveLength); - - freq = freq*mask; - freq_1d = np.reshape(freq,(1,rows*cols)); - ind = np.where(freq_1d>0); - - ind = np.array(ind); - ind = ind[1,:]; - - non_zero_elems_in_freq = freq_1d[0][ind]; - - medianfreq = np.median(non_zero_elems_in_freq); - - return(medianfreq) diff --git a/src/utils/__init__.py b/src/utils/__init__.py new file mode 100644 index 0000000..db492b5 --- /dev/null +++ b/src/utils/__init__.py @@ -0,0 +1,4 @@ +from .ridge_segment import ridge_segment +from .ridge_orient import ridge_orient +from .ridge_freq import ridge_freq +from .ridge_filter import ridge_filter \ No newline at end of file diff --git a/src/frequest.py b/src/utils/frequest.py similarity index 100% rename from src/frequest.py rename to src/utils/frequest.py diff --git a/src/ridge_filter.py b/src/utils/ridge_filter.py similarity index 50% rename from src/ridge_filter.py rename to src/utils/ridge_filter.py index 27cc017..9749294 100644 --- a/src/ridge_filter.py +++ b/src/utils/ridge_filter.py @@ -1,5 +1,3 @@ -# -*- coding: utf-8 -*- - # RIDGEFILTER - enhances fingerprint image via oriented filters # # Function to enhance fingerprint image via oriented filters @@ -22,114 +20,127 @@ # 0.5 for both kx and ky is a good starting point. # showfilter - An optional flag 0/1. When set an image of the # largest scale filter is displayed for inspection. -# +# # Returns: # newim - The enhanced image # # See also: RIDGEORIENT, RIDGEFREQ, RIDGESEGMENT -# Reference: +# Reference: # Hong, L., Wan, Y., and Jain, A. K. Fingerprint image enhancement: # Algorithm and performance evaluation. IEEE Transactions on Pattern # Analysis and Machine Intelligence 20, 8 (1998), 777 789. -### REFERENCES +# REFERENCES -# Peter Kovesi +# Peter Kovesi # School of Computer Science & Software Engineering # The University of Western Australia # pk at csse uwa edu au # http://www.csse.uwa.edu.au/~pk - import numpy as np -import scipy; -def ridge_filter(im, orient, freq, kx, ky): - angleInc = 3; - im = np.double(im); - rows,cols = im.shape; - newim = np.zeros((rows,cols)); - - freq_1d = np.reshape(freq,(1,rows*cols)); - ind = np.where(freq_1d>0); - - ind = np.array(ind); - ind = ind[1,:]; - +from numpy import ndarray as NumpyArray +import scipy + + +def ridge_filter(im: NumpyArray, orient: NumpyArray, freq: NumpyArray, + kx: float, ky: float): + + angleInc = 3 + im = np.double(im) + rows, cols = im.shape + newim = np.zeros((rows, cols)) + + freq_1d = np.reshape(freq, (1, rows * cols)) + ind = np.where(freq_1d > 0) + + ind = np.array(ind) + ind = ind[1, :] + # Round the array of frequencies to the nearest 0.01 to reduce the - # number of distinct frequencies we have to deal with. - - non_zero_elems_in_freq = freq_1d[0][ind]; - non_zero_elems_in_freq = np.double(np.round((non_zero_elems_in_freq*100)))/100; - - unfreq = np.unique(non_zero_elems_in_freq); + # number of distinct frequencies we have to deal with. + + non_zero_elems_in_freq = freq_1d[0][ind] + non_zero_elems_in_freq = np.double( + np.round((non_zero_elems_in_freq * 100))) / 100 + + unfreq = np.unique(non_zero_elems_in_freq) # Generate filters corresponding to these distinct frequencies and # orientations in 'angleInc' increments. - - sigmax = 1/unfreq[0]*kx; - sigmay = 1/unfreq[0]*ky; - - sze = np.round(3*np.max([sigmax,sigmay])); - - x,y = np.meshgrid(np.linspace(-sze,sze,(2*sze + 1)),np.linspace(-sze,sze,(2*sze + 1))); - - reffilter = np.exp(-(( (np.power(x,2))/(sigmax*sigmax) + (np.power(y,2))/(sigmay*sigmay)))) * np.cos(2*np.pi*unfreq[0]*x); # this is the original gabor filter - - filt_rows, filt_cols = reffilter.shape; - - gabor_filter = np.array(np.zeros((180/angleInc,filt_rows,filt_cols))); - - for o in range(0,180/angleInc): - + + sigmax = 1/unfreq[0]*kx + sigmay = 1/unfreq[0]*ky + + sze = np.round(3 * np.max([sigmax, sigmay])) + + x, y = np.meshgrid(np.linspace(-sze, sze, int(2 * sze + 1)), + np.linspace(-sze, sze, int(2 * sze + 1))) + + reffilter = np.exp( + -(np.power(x, 2) / (sigmax * sigmax) + +(np.power(y, 2)) / (sigmay * sigmay)) + ) * np.cos(2*np.pi * unfreq[0] * x) # this is the original gabor filter + + filt_rows, filt_cols = reffilter.shape + + angleFin = int(180 / angleInc) + + gabor_filter = np.array(np.zeros((angleFin, filt_rows, filt_cols))) + + for o in range(0, angleFin): + # Generate rotated versions of the filter. Note orientation # image provides orientation *along* the ridges, hence +90 # degrees, and imrotate requires angles +ve anticlockwise, hence - # the minus sign. - - rot_filt = scipy.ndimage.rotate(reffilter,-(o*angleInc + 90),reshape = False); - gabor_filter[o] = rot_filt; - + # the minus sign. + + rot_filt = scipy.ndimage.rotate( + reffilter, -(o * angleInc + 90), reshape=False) + gabor_filter[o] = rot_filt + # Find indices of matrix points greater than maxsze from the image # boundary - - maxsze = int(sze); - - temp = freq>0; - validr,validc = np.where(temp) - - temp1 = validr>maxsze; - temp2 = validrmaxsze; - temp4 = validc 0 + validr, validc = np.where(temp) + + temp1 = validr > maxsze + temp2 = validr < rows - maxsze + temp3 = validc > maxsze + temp4 = validc < cols - maxsze + + final_temp = temp1 & temp2 & temp3 & temp4 + + finalind = np.where(final_temp) + # Convert orientation matrix values from radians to an index value - # that corresponds to round(degrees/angleInc) - - maxorientindex = np.round(180/angleInc); - orientindex = np.round(orient/np.pi*180/angleInc); - - #do the filtering - - for i in range(0,rows): - for j in range(0,cols): + # that corresponds to round(degrees/angleInc) + + maxorientindex = np.round(180 / angleInc) + orientindex = np.round(orient / np.pi * 180 / angleInc) + + # do the filtering + + for i in range(0, rows): + for j in range(0, cols): if(orientindex[i][j] < 1): - orientindex[i][j] = orientindex[i][j] + maxorientindex; + orientindex[i][j] = orientindex[i][j] + maxorientindex if(orientindex[i][j] > maxorientindex): - orientindex[i][j] = orientindex[i][j] - maxorientindex; - finalind_rows,finalind_cols = np.shape(finalind); - sze = int(sze); - for k in range(0,finalind_cols): - r = validr[finalind[0][k]]; - c = validc[finalind[0][k]]; - - img_block = im[r-sze:r+sze + 1][:,c-sze:c+sze + 1]; - - newim[r][c] = np.sum(img_block * gabor_filter[int(orientindex[r][c]) - 1]); - - return(newim); + orientindex[i][j] = orientindex[i][j] - maxorientindex + finalind_rows, finalind_cols = np.shape(finalind) + sze = int(sze) + for k in range(0, finalind_cols): + r = validr[finalind[0][k]] + c = validc[finalind[0][k]] + + img_block = im[r - sze:r + sze + 1][:, c - sze:c + sze + 1] + + newim[r][c] = np.sum( + img_block * gabor_filter[int(orientindex[r][c]) - 1]) + + return newim diff --git a/src/ridge_freq.py b/src/utils/ridge_freq.py similarity index 63% rename from src/ridge_freq.py rename to src/utils/ridge_freq.py index 7521e0e..cbd4b25 100644 --- a/src/ridge_freq.py +++ b/src/utils/ridge_freq.py @@ -14,12 +14,12 @@ # im - Image to be processed. # mask - Mask defining ridge regions (obtained from RIDGESEGMENT) # orientim - Ridge orientation image (obtained from RIDGORIENT) -# blksze - Size of image block to use (say 32) +# blksze - Size of image block to use (say 32) # windsze - Window length used to identify peaks. This should be # an odd integer, say 3 or 5. # minWaveLength, maxWaveLength - Minimum and maximum ridge # wavelengths, in pixels, considered acceptable. -# +# # Returns: # freqim - An image the same size as im with values set to # the estimated ridge spatial frequency within each @@ -36,44 +36,52 @@ # See also: RIDGEORIENT, FREQEST, RIDGESEGMENT -# Reference: +# Reference: # Hong, L., Wan, Y., and Jain, A. K. Fingerprint image enhancement: # Algorithm and performance evaluation. IEEE Transactions on Pattern # Analysis and Machine Intelligence 20, 8 (1998), 777 789. -### REFERENCES +# REFERENCES -# Peter Kovesi +# Peter Kovesi # School of Computer Science & Software Engineering # The University of Western Australia # pk at csse uwa edu au # http://www.csse.uwa.edu.au/~pk - +from typing import Tuple import numpy as np -from frequest import frequest +from numpy import ndarray as NumpyArray -def ridge_freq(im, mask, orient, blksze, windsze,minWaveLength, maxWaveLength): - rows,cols = im.shape; - freq = np.zeros((rows,cols)); - - for r in range(0,rows-blksze,blksze): - for c in range(0,cols-blksze,blksze): - blkim = im[r:r+blksze][:,c:c+blksze]; - blkor = orient[r:r+blksze][:,c:c+blksze]; - - - freq[r:r+blksze][:,c:c+blksze] = frequest(blkim,blkor,windsze,minWaveLength,maxWaveLength); - - freq = freq*mask; - freq_1d = np.reshape(freq,(1,rows*cols)); - ind = np.where(freq_1d>0); - - ind = np.array(ind); - ind = ind[1,:]; +from .frequest import frequest + + +def ridge_freq(im: NumpyArray, mask: NumpyArray, orient: NumpyArray, + blksze: int, windsze: int, minWaveLength: int, + maxWaveLength: int) -> Tuple[NumpyArray, float]: + + rows, cols = im.shape + freq = np.zeros((rows, cols)) + + for r in range(0, rows-blksze, blksze): + for c in range(0, cols-blksze, blksze): + blkim = im[r:r+blksze][:, c:c+blksze] + blkor = orient[r:r+blksze][:, c:c+blksze] + + freq[r:r+blksze][:, c:c + + blksze] = frequest(blkim, blkor, windsze, minWaveLength, maxWaveLength) + + freq: NumpyArray = freq*mask - non_zero_elems_in_freq = freq_1d[0][ind]; + freq_1d = np.reshape(freq, (1, rows*cols)) + ind = np.where(freq_1d > 0) + + ind = np.array(ind) + ind = ind[1, :] + + non_zero_elems_in_freq = freq_1d[0][ind] + + meanfreq: float = np.mean(non_zero_elems_in_freq) + medianfreq = np.median(non_zero_elems_in_freq) - meanfreq = np.mean(non_zero_elems_in_freq); - medianfreq = np.median(non_zero_elems_in_freq); - return(freq,meanfreq) + return (freq, meanfreq) diff --git a/src/utils/ridge_freq_2.py b/src/utils/ridge_freq_2.py new file mode 100644 index 0000000..ef12f91 --- /dev/null +++ b/src/utils/ridge_freq_2.py @@ -0,0 +1,29 @@ +# -*- coding: utf-8 -*- + +import numpy as np +from .frequest import frequest + +def rifdge_freq(im, mask, orient, blksze, windsze,minWaveLength, maxWaveLength): + rows,cols = im.shape + freq = np.zeros((rows,cols)) + + for r in range(0,rows-blksze,blksze): + for c in range(0,cols-blksze,blksze): + blkim = im[r:r+blksze][:,c:c+blksze] + blkor = orient[r:r+blksze][:,c:c+blksze] + + + freq[r:r+blksze][:,c:c+blksze] = frequest(blkim,blkor,windsze,minWaveLength,maxWaveLength) + + freq = freq * mask + freq_1d = np.reshape(freq,(1,rows * cols)) + ind = np.where(freq_1d>0) + + ind = np.array(ind) + ind = ind[1,:] + + non_zero_elems_in_freq = freq_1d[0][ind] + + medianfreq = np.median(non_zero_elems_in_freq) + + return(medianfreq) diff --git a/src/ridge_orient.py b/src/utils/ridge_orient.py similarity index 53% rename from src/ridge_orient.py rename to src/utils/ridge_orient.py index 0e7e73f..709cf43 100644 --- a/src/ridge_orient.py +++ b/src/utils/ridge_orient.py @@ -12,9 +12,9 @@ # blocksigma - Sigma of the Gaussian weighting used to # sum the gradient moments. # orientsmoothsigma - Sigma of the Gaussian used to smooth -# the final orientation vector field. +# the final orientation vector field. # Optional: if ommitted it defaults to 0 -# +# # Returns: orientim - The orientation image in radians. # Orientation values are +ve clockwise # and give the direction *along* the @@ -23,22 +23,22 @@ # orientation measure. This is a value # between 0 and 1. I think a value above # about 0.5 can be considered 'reliable'. -# reliability = 1 - Imin./(Imax+.001); +# reliability = 1 - Imin./(Imax+.001) # coherence - A measure of the degree to which the local # area is oriented. -# coherence = ((Imax-Imin)./(Imax+Imin)).^2; +# coherence = ((Imax-Imin)./(Imax+Imin)).^2 # # With a fingerprint image at a 'standard' resolution of 500dpi suggested # parameter values might be: # -# [orientim, reliability] = ridgeorient(im, 1, 3, 3); +# [orientim, reliability] = ridgeorient(im, 1, 3, 3) # # See also: RIDGESEGMENT, RIDGEFREQ, RIDGEFILTER -### REFERENCES +# REFERENCES -# May 2003 Original version by Raymond Thai, -# January 2005 Reworked by Peter Kovesi +# May 2003 Original version by Raymond Thai, +# January 2005 Reworked by Peter Kovesi # October 2011 Added coherence computation and orientsmoothsigma made optional # # School of Computer Science & Software Engineering @@ -47,55 +47,60 @@ # http://www.csse.uwa.edu.au/~pk -import numpy as np; -import cv2; -from scipy import ndimage; +import numpy as np +from numpy import ndarray as NumpyArray +import cv2 +from scipy import ndimage from scipy import signal -def ridge_orient(im, gradientsigma, blocksigma, orientsmoothsigma): - - rows,cols = im.shape; - sze = np.fix(6*gradientsigma); - if np.remainder(sze,2) == 0: - sze = sze+1; - - gauss = cv2.getGaussianKernel(np.int(sze),gradientsigma); - f = gauss * gauss.T; - - fy,fx = np.gradient(f); #Gradient of Gaussian - - Gx = signal.convolve2d(im,fx,mode='same'); - Gy = signal.convolve2d(im,fy,mode='same'); - - Gxx = np.power(Gx,2); - Gyy = np.power(Gy,2); - Gxy = Gx*Gy; - - #Now smooth the covariance data to perform a weighted summation of the data. - - sze = np.fix(6*blocksigma); - - gauss = cv2.getGaussianKernel(np.int(sze),blocksigma); - f = gauss * gauss.T; - - Gxx = ndimage.convolve(Gxx,f); - Gyy = ndimage.convolve(Gyy,f); - Gxy = 2*ndimage.convolve(Gxy,f); - - denom = np.sqrt(np.power(Gxy,2) + np.power((Gxx - Gyy),2)) + np.finfo(float).eps; - - sin2theta = Gxy/denom; # Sine and cosine of doubled angles - cos2theta = (Gxx-Gyy)/denom; - - + +def ridge_orient(im: NumpyArray, gradientsigma: int, blocksigma: int, + orientsmoothsigma: int) -> NumpyArray: + + rows, cols = im.shape + sze = np.fix(6*gradientsigma) + if np.remainder(sze, 2) == 0: + sze = sze+1 + + gauss = cv2.getGaussianKernel(np.int(sze), gradientsigma) + f = gauss * gauss.T + + fy, fx = np.gradient(f) # Gradient of Gaussian + + Gx = signal.convolve2d(im, fx, mode='same') + Gy = signal.convolve2d(im, fy, mode='same') + + Gxx = np.power(Gx, 2) + Gyy = np.power(Gy, 2) + Gxy = Gx*Gy + + # Now smooth the covariance data to perform a weighted summation of the data. + + sze = np.fix(6*blocksigma) + + gauss = cv2.getGaussianKernel(np.int(sze), blocksigma) + f = gauss * gauss.T + + Gxx = ndimage.convolve(Gxx, f) + Gyy = ndimage.convolve(Gyy, f) + Gxy = 2*ndimage.convolve(Gxy, f) + + denom = np.sqrt(np.power(Gxy, 2) + np.power((Gxx - Gyy), 2) + ) + np.finfo(float).eps + + sin2theta = Gxy/denom # Sine and cosine of doubled angles + cos2theta = (Gxx-Gyy)/denom + if orientsmoothsigma: - sze = np.fix(6*orientsmoothsigma); - if np.remainder(sze,2) == 0: - sze = sze+1; - gauss = cv2.getGaussianKernel(np.int(sze),orientsmoothsigma); - f = gauss * gauss.T; - cos2theta = ndimage.convolve(cos2theta,f); # Smoothed sine and cosine of - sin2theta = ndimage.convolve(sin2theta,f); # doubled angles - - orientim = np.pi/2 + np.arctan2(sin2theta,cos2theta)/2; - return(orientim); + sze = np.fix(6*orientsmoothsigma) + if np.remainder(sze, 2) == 0: + sze = sze + 1 + gauss = cv2.getGaussianKernel(np.int(sze), orientsmoothsigma) + f = gauss * gauss.T + # Smoothed sine and cosine of + cos2theta = ndimage.convolve(cos2theta, f) + sin2theta = ndimage.convolve(sin2theta, f) # doubled angles + + orientim: NumpyArray = np.pi / 2 + np.arctan2(sin2theta, cos2theta) / 2 + + return orientim \ No newline at end of file diff --git a/src/ridge_segment.py b/src/utils/ridge_segment.py similarity index 59% rename from src/ridge_segment.py rename to src/utils/ridge_segment.py index a7f2cf4..e89eb4c 100644 --- a/src/ridge_segment.py +++ b/src/utils/ridge_segment.py @@ -1,5 +1,3 @@ -# -*- coding: utf-8 -*- - # RIDGESEGMENT - Normalises fingerprint image and segments ridge region # # Function identifies ridge regions of a fingerprint image and returns a @@ -24,9 +22,9 @@ # # Returns: normim - Image where the ridge regions are renormalised to # have zero mean, unit standard deviation. -# mask - Mask indicating ridge-like regions of the image, +# mask - Mask indicating ridge-like regions of the image, # 0 for non ridge regions, 1 for ridge regions. -# maskind - Vector of indices of locations within the mask. +# maskind - Vector of indices of locations within the mask. # # Suggested values for a 500dpi fingerprint image: # @@ -34,50 +32,54 @@ # # See also: RIDGEORIENT, RIDGEFREQ, RIDGEFILTER -### REFERENCES +# REFERENCES -# Peter Kovesi +# Peter Kovesi # School of Computer Science & Software Engineering # The University of Western Australia # pk at csse uwa edu au # http://www.csse.uwa.edu.au/~pk +from typing import Tuple - +from numpy import ndarray as NumpyArray # typing import numpy as np -def normalise(img,mean,std): - normed = (img - np.mean(img))/(np.std(img)); - return(normed) - -def ridge_segment(im,blksze,thresh): - - rows,cols = im.shape; - - im = normalise(im,0,1); # normalise to get zero mean and unit standard deviation - - - new_rows = np.int(blksze * np.ceil((np.float(rows))/(np.float(blksze)))) - new_cols = np.int(blksze * np.ceil((np.float(cols))/(np.float(blksze)))) - - padded_img = np.zeros((new_rows,new_cols)); - stddevim = np.zeros((new_rows,new_cols)); - - padded_img[0:rows][:,0:cols] = im; - - for i in range(0,new_rows,blksze): - for j in range(0,new_cols,blksze): - block = padded_img[i:i+blksze][:,j:j+blksze]; - - stddevim[i:i+blksze][:,j:j+blksze] = np.std(block)*np.ones(block.shape) - - stddevim = stddevim[0:rows][:,0:cols] - - mask = stddevim > thresh; - - mean_val = np.mean(im[mask]); - - std_val = np.std(im[mask]); - - normim = (im - mean_val)/(std_val); - - return(normim,mask) + +def normalise(img: NumpyArray, mean, std): + normed = (img - np.mean(img)) / (np.std(img)) + return normed + + +def ridge_segment(im: NumpyArray, blksze: int, thresh: float) -> Tuple[NumpyArray]: + + rows, cols = im.shape + + # normalise to get zero mean and unit standard deviation + im = normalise(im, 0, 1) + + new_rows = np.int(blksze * np.ceil((np.float(rows)) / (np.float(blksze)))) + new_cols = np.int(blksze * np.ceil((np.float(cols)) / (np.float(blksze)))) + + padded_img = np.zeros((new_rows, new_cols)) + stddevim = np.zeros((new_rows, new_cols)) + + padded_img[0:rows][:, 0:cols] = im + + for i in range(0, new_rows, blksze): + for j in range(0, new_cols, blksze): + block = padded_img[i:i+blksze][:, j:j+blksze] + + stddevim[i:i+blksze][:, j:j + + blksze] = np.std(block)*np.ones(block.shape) + + stddevim = stddevim[0:rows][:, 0:cols] + + mask: NumpyArray = stddevim > thresh + + mean_val = np.mean(im[mask]) + + std_val = np.std(im[mask]) + + normim: NumpyArray = (im - mean_val) / std_val + + return normim, mask From 68da32423b3a3e932bdb243befcebad3afb5d34e Mon Sep 17 00:00:00 2001 From: Willy Samuel Paz Colque Date: Wed, 11 Aug 2021 21:27:41 -0400 Subject: [PATCH 2/5] Print statenment changes --- .gitignore | 5 ++++- main_enhancement.py | 1 + 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index c79c6c0..0f04ba4 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,6 @@ #enviroment env -__pycache__ \ No newline at end of file +__pycache__ +# images +images/* +enhanced/* diff --git a/main_enhancement.py b/main_enhancement.py index 18160f2..bd552da 100644 --- a/main_enhancement.py +++ b/main_enhancement.py @@ -36,6 +36,7 @@ def main(): enhanced_img_name = img_name.split('.') enhanced_img_name = enhanced_img_name[0] + SUFFIX + enhanced_img_name[-1] if exists(join(ENHANCED_PATH, enhanced_img_name)): + print(f'{img_name} is already processed: ({i+1}/{len(image_names)})') continue # if an image exists its enhanced, nothing is done images_processed = True print(f'Processing {img_name}: ({i+1}/{len(image_names)})') From 443cd095dbc9fcb3edf515602f1764bfcf6ab1d7 Mon Sep 17 00:00:00 2001 From: Willy Samuel Paz Colque Date: Thu, 12 Aug 2021 14:53:44 -0400 Subject: [PATCH 3/5] installation and execution bash scripts created --- README.md | 14 +++++++++++--- execution.sh | 2 ++ installation.sh | 5 +++++ main_enhancement.py | 1 + 4 files changed, 19 insertions(+), 3 deletions(-) create mode 100755 execution.sh create mode 100755 installation.sh mode change 100644 => 100755 main_enhancement.py diff --git a/README.md b/README.md index 8b330a1..ee5581e 100644 --- a/README.md +++ b/README.md @@ -8,10 +8,18 @@ this version is written in python3 The images of the fingerprint for the enhancement must be in the "images" directory, the program will enhance all the images in that directory and they will be located in the "enhanced" directory with the same names and the suffix "_enhanced" -## Example: -Command: +## Installation of requirements + +Execute installation.sh +```bash +./installation.sh ``` -python main_enhancement.py + +## Example: + +execute execution.sh: +```bash +./execution.sh ``` Output: ``` diff --git a/execution.sh b/execution.sh new file mode 100755 index 0000000..0e7e94b --- /dev/null +++ b/execution.sh @@ -0,0 +1,2 @@ +#! /bin/bash +$(pwd)/main_enhancement.py \ No newline at end of file diff --git a/installation.sh b/installation.sh new file mode 100755 index 0000000..087b2eb --- /dev/null +++ b/installation.sh @@ -0,0 +1,5 @@ +#! /bin/bash +python3 -m venv env +source ./env/bin/activate +pip install -r requirements.txt +chmod +x ./main_enhancement.py \ No newline at end of file diff --git a/main_enhancement.py b/main_enhancement.py old mode 100644 new mode 100755 index bd552da..2870f76 --- a/main_enhancement.py +++ b/main_enhancement.py @@ -1,3 +1,4 @@ +#! ./env/bin/python import os from os.path import abspath, dirname, join, exists From 7326e382480b40dd5dfd5fa829b9227f154567a5 Mon Sep 17 00:00:00 2001 From: Willy Samuel Paz Colque Date: Mon, 15 Nov 2021 19:37:41 -0400 Subject: [PATCH 4/5] GUI Implementation --- .github/img1.png | Bin 0 -> 29997 bytes .github/img2.png | Bin 0 -> 17060 bytes .gitignore | 5 + GUI_main.py | 193 ++++++++++++++++++++++++++++++++++++++ README.md | 37 +++++--- README.pdf | Bin 0 -> 96703 bytes enhanced/1_enhanced.jpg | Bin 27243 -> 0 bytes execution.sh => execution | 0 finger-print-enhancer-gui | 2 + fpe-icon.jpg | Bin 0 -> 136705 bytes images/1.jpg | Bin 129604 -> 0 bytes installation.sh | 20 +++- main_enhancement.py | 35 +++---- requirements.txt | 9 +- 14 files changed, 259 insertions(+), 42 deletions(-) create mode 100644 .github/img1.png create mode 100644 .github/img2.png create mode 100755 GUI_main.py create mode 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@@ +test.py #enviroment env __pycache__ # images images/* enhanced/* +# building +guifinger.spec +build +dist \ No newline at end of file diff --git a/GUI_main.py b/GUI_main.py new file mode 100755 index 0000000..6041d28 --- /dev/null +++ b/GUI_main.py @@ -0,0 +1,193 @@ +#! ./env/bin/python +import os +import subprocess +from os.path import join + +import cv2 +import tkinter as tk +from tkinter import * +from tkinter import ttk, filedialog + +from main_enhancement import ROOT, IMG_FORMATS, SUFFIX, image_enhance_from + +COLORS = { + 'primary': '#1976D2', + 'secondary': '#424242', + 'accent': '#82B1FF', + 'error': '#FF5252', + 'info': '#2196F3', + 'success': '#4CAF50', + 'warning': '#FFC107' +} + + +class FingerprintImgEnhancer: + def __init__(self, master: Tk, title: str) -> None: + self.master = master + self.master.title(title) + # properties + self.inp_folder = 'images' + self.tar_folder = 'enhanced' + # labels + Label( + master=self.master, + text='Esta es una aplicacion para mejorar imagenes de huellas digitales').pack(pady=5) + Label(self.master, text='Imagenes seleccionadas').pack(pady=2) + # list box + self.dir_list_box = Listbox(self.master) + self.dir_list_box.pack(fill='x', padx=100) + # butons + self.select_dir_b = Button( + master=self.master, + text='Selecciona un directorio', + command=self.select_directory) + self.select_dir_b.pack(pady=5) + Button( + master=self.master, + text='Abrir carpeta destino', + command=self.open_enhance_dir + ).pack(pady=5) + self.enhace_b = Button( + master=self.master, + text='Mejorar!', + command=self.start_enhance) + self.enhace_b.pack(fill=None, anchor="s", + side="left", padx=30, pady=30) + self.enhace_b['state'] = 'normal' if self.update_dir_list( + self.inp_folder) else 'disable' + self.exit_b = Button( + master=self.master, + bg=COLORS['error'], + text='Salir', + command=self.master.quit) + self.exit_b.pack(fill=None, anchor="s", + side="right", padx=30, pady=30) + + def select_directory(self): + inp_folder = filedialog.askdirectory() + self.inp_folder = inp_folder if inp_folder else self.inp_folder + self.enhace_b['state'] = 'normal' if self.update_dir_list( + self.inp_folder) else 'disable' + + def update_dir_list(self, inp_folder) -> bool: + self.files = [ + filename for filename in os.listdir(inp_folder) if filename.split('.')[-1] in IMG_FORMATS] + self.dir_list_box.delete(0, 'end') + for i, filename in enumerate(self.files): + self.dir_list_box.insert(i+1, filename) + self.dir_list_box.update() + return bool(self.files) + + def start_enhance(self): + dialog = EnhancerDialog( + self, self.master, 'Progress', + message='¿Desea mejorar estas imagenes?') + dialog.minsize(width=340, height=80) + + def open_enhance_dir(self): + try: + subprocess.run(['open', 'enhanced'], check=True) + except Exception as e: + print(e) + try: + subprocess.run(['open', 'enhanced'], check=True) + except Exception as e: + print(e) + + +class EnhancerDialog(Toplevel): + def __init__(self, app: FingerprintImgEnhancer, master: Tk, title: str, message): + super().__init__(master) + # properties + self.app = app + self.title(title) + self.wm_attributes("-type", "dialog") + self.text = tk.StringVar() + self.text.set(message) + self.label = Label(self, textvariable=self.text) + self.label.pack(padx=10, pady=10) + # progress bar + self.progbar = ttk.Progressbar( + self, orient=HORIZONTAL, length=300, mode='determinate') + self.progbar.pack(pady=2) + # buttoms + self.frame = Frame(self) + self.frame.pack(side='bottom') + self.start_b = Button( + master=self.frame, + text='Iniciar', + bg=COLORS['primary'], + command=self.start) + self.start_b.pack(fill='y', anchor="s", side='left') + self.cancel_b = Button( + master=self.frame, + text='Cancel', + bg=COLORS['error'], + command=self.__cancel) + self.cancel_b.pack(fill='y', anchor="s", side='left') + + def start(self): + self.__disable_buttoms() + self.master.update + self.update + step_size = 100 / len(self.app.files) + for img_name in self.app.files: + self.__update_dialog(img_name) + enhanced_img = image_enhance_from( + join(self.app.inp_folder, img_name)) + enhanced_img_name = img_name.split('.') + enhanced_img_name = enhanced_img_name[0] + \ + SUFFIX + enhanced_img_name[-1] + cv2.imwrite(join(self.app.tar_folder, + enhanced_img_name), enhanced_img) + self.__update_dialog(img_name) + self.progbar['value'] += step_size + self.__normal_buttoms() + self.text.set('Imagenes transformadas exitosamente.') + self.start_b.destroy() + self.cancel_b.destroy() + Button( + master=self.frame, text='Ok!', + command=self.destroy, padx=20 + ).pack(fill='y', anchor="s", side='left') + self.update() + + def __disable_buttoms(self): + self.app.enhace_b['state'] = 'disable' + self.app.exit_b['state'] = 'disable' + self.app.select_dir_b['state'] = 'disable' + self.start_b['state'] = 'disable' + #self.cancel_b['state'] = 'disable' + + def __normal_buttoms(self): + self.app.enhace_b['state'] = 'normal' + self.app.exit_b['state'] = 'normal' + self.app.select_dir_b['state'] = 'normal' + self.start_b['state'] = 'normal' + #self.cancel_b['state'] = 'normal' + + def __update_dialog(self, img_name): + text_filename = f'{img_name[:10]}...' if len( + img_name) > 10 else img_name + self.text.set(f'Imagen: {text_filename:15} en progreso') + self.master.update() + self.update() + + def __cancel(self): + self.__normal_buttoms() + self.update + self.master.update + self.destroy() + + +if __name__ == '__main__': + if not os.path.exists('images'): + os.mkdir('images') + if not os.path.exists('enhanced'): + os.mkdir('enhanced') + root = Tk() + root.minsize(width=600, height=440) + root.maxsize(width=600, height=440) + root.geometry('540x360') + feapp = FingerprintImgEnhancer(root, 'Fingerprint enhancer') + root.mainloop() diff --git a/README.md b/README.md index ee5581e..9d21f34 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,9 @@ this version is written in python3 The images of the fingerprint for the enhancement must be in the "images" directory, the program will enhance all the images in that directory and they will be located in the "enhanced" directory with the same names and the suffix "_enhanced" +# Requirements +* [Python v3.9](https://www.python.org/downloads/release/python-398/) + ## Installation of requirements Execute installation.sh @@ -15,11 +18,12 @@ Execute installation.sh ./installation.sh ``` -## Example: - -execute execution.sh: +## Usage: +### Terminal +1. Copy your photos in png or jpg format to the images folder. +2. execute `execution` file: ```bash -./execution.sh +./execution ``` Output: ``` @@ -36,24 +40,31 @@ enhanced 0 directories, 1 file ``` +### GUI +1. Execute `finger-print-enhancer-gui` file: +```bash +./finger-print-enhancer-gui +``` +or +**Double click on this file**. Example: +![img1](.github/img1.png) +this window will appear +![img2](.github/img2.png) + # Requirements: + +install [python](https://www.python.org/) + ```r -cycler==0.10.0 -kiwisolver==1.3.1 -matplotlib==3.4.2 -numpy==1.21.1 +numpy==1.21.2 opencv-python==4.5.3.56 -Pillow==8.3.1 -pyparsing==2.4.7 -python-dateutil==2.8.2 scipy==1.7.1 -six==1.16.0 ``` Install it: ```sh pip install -r requirements.txt ``` # Colaborators -* **Willy Samuel Paz Colque** \ No newline at end of file +* **Willy Samuel Paz Colque** diff --git a/README.pdf b/README.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6195294b990bee0ed29320ec78cfc9fbdcb9ef5e GIT binary patch literal 96703 zcmagF19W9u6E)iD*tTsu>Daby+qP|^W2=LXZFOw3V;k@Ey`S!T|M=e?IVU4~uZ>!} zs^+X&E2Q$mqO^>3EKsC#r@wcg7zr2%>&LZ%*M=2&A>no z_yLTQu`~X^58>s7GO;!O^9aoUeH0@D0!Ao$K^X#iSvyA?1MB||V*T$RA%Q=G{vIkV zM8E(=FD?1kx7wfmGSUPrQ1nUy1kR2wCjaMaas2mM${zM61oQ&7wsy{dlUxj)|N2|n z!qy6kUi8m}1nnG+0n?zx062$12Z~OX$w9!##7W1* 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Version=0.0.1 >> fp-enhancer.desktop +echo Name=FingerPrintEnhancer >> fp-enhancer.desktop +echo Comment=Interfaz grafica para el mejorador de huellas digitales >> fp-enhancer.desktop +echo Exec=$(pwd)/finger-print-enhancer-gui >> fp-enhancer.desktop +echo Icon=$(pwd)/fpe-icon.jpg >> fp-enhancer.desktop +echo Terminal=false >> fp-enhancer.desktop +echo Type=Application >> fp-enhancer.desktop +echo "Categories=Utility;Application;" >> fp-enhancer.desktop diff --git a/main_enhancement.py b/main_enhancement.py index 2870f76..3e22b26 100755 --- a/main_enhancement.py +++ b/main_enhancement.py @@ -1,11 +1,10 @@ -#! ./env/bin/python +#! ./env/bin/python3 import os from os.path import abspath, dirname, join, exists import cv2 import numpy as np from numpy import ndarray as NumpyArray -from matplotlib.image import imsave from src import image_enhance @@ -15,20 +14,24 @@ ENHANCED_PATH = join(ROOT, 'enhanced') SUFFIX = '_enhanced.' +def image_enhance_from(image_file:str): + img: NumpyArray = cv2.imread(image_file) + if(len(img.shape)>2): + img = np.dot(img[...,:3], [0.299, 0.587, 0.114]) + rows, cols = img.shape + aspect_ratio = rows / cols + new_rows: int = 350 + new_cols: int = int(new_rows / aspect_ratio) + img: NumpyArray = cv2.resize(img, (new_cols, new_rows)) + enhanced_img: NumpyArray = image_enhance(img) + enhanced_img = ((1 - enhanced_img) * 255).astype(np.uint8) + return enhanced_img def main(): image_names = os.listdir(IMGS_PATH) image_names = list(filter(lambda fname: fname.split('.') [-1] in IMG_FORMATS, image_names)) - # if(len(sys.argv)<2): - # print('loading images ...') - # img_name = '1.jpg' - # img:ndarray = cv2.imread('./images/' + img_name) - # elif(len(sys.argv) >= 2): - # img_name = sys.argv[1].split('/')[-1] - # img:ndarray = cv2.imread(sys.argv[1]) - print(f'Found {len(image_names)} images in "images" folder') print('Processing images ...') @@ -41,16 +44,8 @@ def main(): continue # if an image exists its enhanced, nothing is done images_processed = True print(f'Processing {img_name}: ({i+1}/{len(image_names)})') - img: NumpyArray = cv2.imread(join(IMGS_PATH, img_name)) - if(len(img.shape)>2): - img = np.dot(img[...,:3], [0.299, 0.587, 0.114]) - rows, cols = img.shape - aspect_ratio = rows / cols - new_rows: int = 350 - new_cols: int = int(new_rows / aspect_ratio) - img: NumpyArray = cv2.resize(img, (new_cols, new_rows)) - enhanced_img: NumpyArray = image_enhance(img) - imsave(join(ENHANCED_PATH, enhanced_img_name), enhanced_img) + enhanced_img = image_enhance_from(join(IMGS_PATH, img_name)) + cv2.imwrite(join(ENHANCED_PATH, enhanced_img_name), enhanced_img) if images_processed: print('\tAll enhanced images saved in the "enhanced" folder.') diff --git a/requirements.txt b/requirements.txt index 54b6c34..1ce3090 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,10 +1,3 @@ -cycler==0.10.0 -kiwisolver==1.3.1 -matplotlib==3.4.2 -numpy==1.21.1 +numpy==1.21.2 opencv-python==4.5.3.56 -Pillow==8.3.1 -pyparsing==2.4.7 -python-dateutil==2.8.2 scipy==1.7.1 -six==1.16.0 From f1483624bc392085558bc64e8233d800271637d3 Mon Sep 17 00:00:00 2001 From: Willy Samuel Paz Colque Date: Mon, 15 Nov 2021 19:52:21 -0400 Subject: [PATCH 5/5] README.md edited --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 9d21f34..dbbd0df 100644 --- a/README.md +++ b/README.md @@ -68,3 +68,6 @@ pip install -r requirements.txt ``` # Colaborators * **Willy Samuel Paz Colque** +# Donations +If you want to help me be a better developer and continue collaborating in these projects, you can invite me a caffe, I would appreciate it. [Donate](https://paypal.me/WillyPaz95?country.x=UY&locale.x=es_XC) +