Nico-Curti

import numpy as np
from itertools import product

class GridTiler (object):
    '''
    Image patch generator
    
    A simple generator class for the extraction of image
    patches, given a binary mask on which evaluate the
    amount of no-null pixels. The object implements the

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import cv2
import numpy as np
from scipy import fft
# these are used **only** for the entropy filter
from skimage.util import img_as_ubyte
from skimage.filters.rank import entropy

Nico-Curti

import numpy as np
from itertools import product
from collections import defaultdict

__author__ = ['Gianluca Carlini', 'Nico Curti']
__email__ = ['gianluca.carlini3@unibo.it', 'nico.curti2@unibo.it']

def npConnectedComponentsWithStats (img : np.ndarray) -> tuple:
    '''
    Evaluate the connected components (with statistics)

Nico-Curti

import cv2
import numpy as np
import tensorflow as tf


__all__ = ['image_pyramid', 'lucas_kanade_optical_flow']
__author__ = ['Nico Curti', 'Gianluca Carlini']
__mail__ = ['nico.curti2@unibo.it', 'gianluca.carlini3@unibo.it']

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import cv2
import numpy as np
from itertools import combinations

__author__ = ['Nico Curti', 'Gianluca Carlini']
__email__ = ['nico.curti2@unibo.it', 'gianluca.carlini3@unibo.it']

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

from __future__ import annotations

import itertools
import numpy as np

from sklearn.base import BaseEstimator
from sklearn.base import TransformerMixin

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import cv2                           # required for cv_bweuler function
import numpy as np                   # required for np_bweuler function
import tensorflow as tf              # required for tf_bweuler function
from functools import wraps          # required for checker decorator
from scipy.signal import convolve2d  # required for np_bweuler function

__author__  = ['Nico Curti', 'Gianluca Carlini']

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

from __future__ import division
from __future__ import print_function

import os
import argparse
import numpy as np
from glob import glob

Nico-Curti

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import os
import sys
import cv2
import argparse
import numpy as np
from functools import partial

Nico-Curti

// g++ macenko.cpp -O3 -std=c++17 `pkg-config opencv --cflags --libs` -o macenko

#include <iostream>
#include <opencv2/opencv.hpp>


void rgb2stains (const cv :: Mat & rgb, cv :: Mat & dst, cv :: InputArray W, double I_0)
{
  cv :: Mat log = cv :: max(rgb, 1e-16);