diff --git a/.travis.yml b/.travis.yml deleted file mode 100644 index 821719b..0000000 --- a/.travis.yml +++ /dev/null @@ -1,16 +0,0 @@ -language: python -python: - - "2.7" -virtualenv: - system_site_packages: true -before_install: - - sudo apt-get update - - sudo apt-get install -qq python-numpy python-scipy python-matplotlib - - pip install -U pip - - pip install codecov -install: - - "pip install cython" - - cat requirements.txt | xargs -n 1 -L 1 pip install -script: "ls -la && python ./test.py" -after_success: - - codecov diff --git a/README.md b/README.md index 14aa2d4..e0a2d06 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,41 @@ -# Livewire Segmentation Algorithm -[![Build Status](https://travis-ci.org/pdyban/livewire.svg?branch=master)](https://travis-ci.org/pdyban/livewire) [![Documentation Status](http://readthedocs.org/projects/livewire-segmentation/badge/?version=latest)](http://livewire-segmentation.readthedocs.org/en/latest/?badge=latest) +# Livewire Segmentation Labelling Tool +[![Build Status](https://travis-ci.org/pdyban/livewire.svg?branch=master)](https://travis-ci.org/pdyban/livewire) +## Usage +* `pip install -r requirements.txt` +* If you do not want to use deep learning version, delete `torch>=1.8.1+cu111 torchvision>=0.9.1+cu111` in `requirements.txt` +* Run `app.py` or `app_without_dl.py` (no deep learning utils), drag folder with pictures in then label on them + +========= Instruction ========== + +| When not editing: | | +|---|---| +|key: A| Switch to last pic, and save track | +|key: D| Switch to next pic, and save track | +|key: space| Begin editing | + +| When editing: | | +|---|---| +|key: space| Exit editing and confirm (AUTO close polygon) | +|mouse: Left button| Begin/Add a key point | +|mouse: Move| Auto fit a curve | +|key: Backspace| Undo a key point (and the red curve) | +|key: esc | Exit editing| +|key: C| Clear curves on canvas | +|Other| You can also use matplotlib fit and drag buttons| + +## Updated +The project in deep-learning-version is an expanded version of original one. Just run `app.py`. Specifically, + +* A new interactive GUI written by pyplot, with similar opeartion logic in PS. +* Add deep learning model to provide extra gradient information, can be more accurate and be customized. +* Optimized cost function and support 8-connected graph. +* Useful for deep-learning segmentation labelling work. +* Save path coordinates to txt files. (Will complete functions to be consistent with VOC or other formats) +![New livewire example](demo.gif) + +--- +## _Original docs_ This repository contains a working implementation of Livewire algorithm for image segmentation. The general idea of the algorithm is to use image information for segmentation and avoid crossing object boundaries. A gradient image highlights the boundaries, and Dijkstra's shrotest path algorithm computes a path using gradient differences as segment costs. Thus the line avoids strong gradients in the gradient image, which corresponds to following object boundaries in the original image. The notebook includes a script that loads a demo DICOM image (MR head scan), and allows the user to segment a structure in the brain by setting seed points and letting Livewire algorithm compute the "best" path in regard to the underlying objects to the next seed point. The algorithm suggestions are displayed as user moves the mouse over the image. diff --git a/app.py b/app.py new file mode 100644 index 0000000..86bbbbc --- /dev/null +++ b/app.py @@ -0,0 +1,215 @@ +from livewire import Trackmanager +from PIL import Image +import numpy as np +import matplotlib.pyplot as plt +from dl_utils import Dlseg +from torchvision import models +import os +import time + +INTERACTIVE = True # to compute interactive shortest path suggestions +editmode = False +start_point = None +file_loc = [] +file_cursor = 0 +w = 0 +length_penalty = 10.0 +seg_object_name = 'example' + +# prepare deep learning +seg_model = Dlseg(models.segmentation.deeplabv3_resnet50(pretrained=True)) +# seg_model = None +# readfile +while True: + loc=input("Drag your picture folder dir here(special UTF-8 in path is not availiable)->") + loc=loc.replace("\\","/") + loc=loc.replace("\"","") + + for pic_files in os.listdir(loc): + _,ext = os.path.splitext(pic_files) + # find all files with avi ext + if ext == '.jpg' or ext == '.JPG' or ext == '.png' or ext == '.PNG': + file_loc.append(os.path.join(loc,pic_files)) + + if file_loc!=[]: + break + +def openfiles(img_loc): + image = Image.open(img_loc) + global w + w, h = image.size + # print(w,h) + resize_factor = max(w,h)/480 + image = image.resize((int(w//resize_factor),int(h//resize_factor))) + return image + +def savefile(): + global seg_object_name,image,track,file_loc,file_cursor + txt_name,_ = os.path.splitext(file_loc[file_cursor]) + txt_name += '.txt' + global w + w1, _ = image.size + resize_factor = w/w1 + path = track.get_path() + if path == []: + return + path1 = list(zip(np.array(path)[:,1]*resize_factor, np.array(path)[:,0]*resize_factor)) + with open(txt_name, 'w') as fv: + fv.write(seg_object_name+'\n') + fv.write(str(image.size)+'\n') + fv.write('---'+'\n') + for points in path1: + fv.write(str(points)+'\n') + +def nextfile(): + global image,track,file_loc,file_cursor + savefile() + if (file_cursor+1)>=len(file_loc): + return + else: + file_cursor+=1 + image = openfiles(file_loc[file_cursor]) + time0 = time.process_time() + track = Trackmanager(image,dl_util=seg_model,step=20) + # print(time.process_time()-time0) + +def lastfile(): + global image,track,file_loc,file_cursor + savefile() + if (file_cursor)<=0: + return + else: + file_cursor-=1 + image = openfiles(file_loc[file_cursor]) + track = Trackmanager(image,dl_util=seg_model,step=20) + + + +image = openfiles(file_loc[file_cursor]) +track = Trackmanager(image,dl_util=seg_model,step=20) +plt.gray() + +# -------------------------------------------------------------- # +def refresh_frame(rescale = False): + path = track.get_path() # [(r,c),(),...] + seeds = track.get_seeds() + # print(path) + xy_scale = plt.axis() + plt.clf() + # plt.imshow(track.algorithm.edges) + plt.imshow(image) + if path!= []: + plt.plot(np.array(path)[:,1], np.array(path)[:,0],'g-') + if seeds!=[]: + plt.scatter(np.array(seeds)[:,1], np.array(seeds)[:,0],marker='x',c='b') + plt.title(file_loc[file_cursor],fontsize = 6) + plt.draw() + if not rescale: + plt.axis(xy_scale) # hold previous scale + +def quit_edit(): + if editmode and (track.start_point is not None): + track.close_poly() + refresh_frame() + path = track.get_path() + path = list(path) + path1 = list(zip(np.array(path)[:,1], np.array(path)[:,0])) + p = plt.Polygon(path1,color='white',alpha=0.4) + plt.gca().add_patch(p) + plt.draw() + +def back_step(): + track.back_step() + try: + plt.pause(0.2) + except: + pass + refresh_frame() + +# -------------------------------- # + +def button_pressed(event): + global editmode + if not editmode: + return + if track.start_point is None: + start_point = (int(event.ydata), int(event.xdata)) + track.set_start(start_point) + else: + end_point = (int(event.ydata), int(event.xdata)) + track.update_points(end_point) + refresh_frame() + + +def mouse_moved(event): + global editmode + if not editmode: + return + if track.start_point is None: + return + if (event.ydata is None) or (event.xdata is None): + return + + end_point = (int(event.ydata), int(event.xdata)) + # the line below is calling the segmentation algorithm + path,ref = track.add_tmp_path(end_point) + plt.plot(np.array(path)[:,1], np.array(path)[:,0],'r-') + plt.draw() + if ref: + refresh_frame() + +def key_pressed(event): + # print('you pressed', event.key) + global editmode + if event.key == ' ': + quit_edit() + editmode = ~editmode + + if event.key == 'c': + track.clear() + refresh_frame() + + if (not editmode) and event.key == 'a': + lastfile() + refresh_frame(rescale=True) + + if (not editmode) and event.key == 'd': + nextfile() + refresh_frame(rescale=True) + + if not editmode: + return + # the following keys only work in edit mode + if event.key == 'escape': + editmode = False # pause but donot close poly + + elif event.key == 'backspace' : + back_step() + # print("Back one seed") + + +print("========= Instruction ==========") +print("# When not editing:") +print("key: A Switch to last pic, and save track") +print("key: D Switch to next pic, and save track") +print("key: space Begin editing") +print("# When editing:") +print("key: space Exit editing and confirm(AUTO close polygon)") +print("mouse: Left button Begin/Add a key point") +print("mouse: Move Auto fit a curve") +print("key: Backspace Undo a key point (and the red curve)") +print("key: esc Exit editing") +print("key: C Clear curves on canvas") + + +plt.connect('button_release_event', button_pressed) +if INTERACTIVE: + plt.connect('motion_notify_event', mouse_moved) +plt.connect('key_press_event', key_pressed) + +plt.imshow(image) +plt.autoscale(False) +plt.title('Livewire seg tool') +plt.show() + + diff --git a/app_without_dl.py b/app_without_dl.py new file mode 100644 index 0000000..f1e1305 --- /dev/null +++ b/app_without_dl.py @@ -0,0 +1,215 @@ +from livewire import Trackmanager +from PIL import Image +import numpy as np +import matplotlib.pyplot as plt +# from dl_utils import Dlseg +# from torchvision import models +import os +import time + +INTERACTIVE = True # to compute interactive shortest path suggestions +editmode = False +start_point = None +file_loc = [] +file_cursor = 0 +w = 0 +length_penalty = 10.0 +seg_object_name = 'example' + +# prepare deep learning(This version does not use deep learning model, can run faster) +# seg_model = Dlseg(models.segmentation.deeplabv3_resnet50(pretrained=True)) +seg_model = None +# readfile +while True: + loc=input("Drag your picture folder dir here(special UTF-8 in path is not availiable)->") + loc=loc.replace("\\","/") + loc=loc.replace("\"","") + + for pic_files in os.listdir(loc): + _,ext = os.path.splitext(pic_files) + # find all files with avi ext + if ext == '.jpg' or ext == '.JPG' or ext == '.png' or ext == '.PNG': + file_loc.append(os.path.join(loc,pic_files)) + + if file_loc!=[]: + break + +def openfiles(img_loc): + image = Image.open(img_loc) + global w + w, h = image.size + # print(w,h) + resize_factor = max(w,h)/480 + image = image.resize((int(w//resize_factor),int(h//resize_factor))) + return image + +def savefile(): + global seg_object_name,image,track,file_loc,file_cursor + txt_name,_ = os.path.splitext(file_loc[file_cursor]) + txt_name += '.txt' + global w + w1, _ = image.size + resize_factor = w/w1 + path = track.get_path() + if path == []: + return + path1 = list(zip(np.array(path)[:,1]*resize_factor, np.array(path)[:,0]*resize_factor)) + with open(txt_name, 'w') as fv: + fv.write(seg_object_name+'\n') + fv.write(str(image.size)+'\n') + fv.write('---'+'\n') + for points in path1: + fv.write(str(points)+'\n') + +def nextfile(): + global image,track,file_loc,file_cursor + savefile() + if (file_cursor+1)>=len(file_loc): + return + else: + file_cursor+=1 + image = openfiles(file_loc[file_cursor]) + time0 = time.process_time() + track = Trackmanager(image,dl_util=seg_model,step=20) + # print(time.process_time()-time0) + +def lastfile(): + global image,track,file_loc,file_cursor + savefile() + if (file_cursor)<=0: + return + else: + file_cursor-=1 + image = openfiles(file_loc[file_cursor]) + track = Trackmanager(image,dl_util=seg_model,step=20) + + + +image = openfiles(file_loc[file_cursor]) +track = Trackmanager(image,dl_util=seg_model,step=20) +plt.gray() + +# -------------------------------------------------------------- # +def refresh_frame(rescale = False): + path = track.get_path() # [(r,c),(),...] + seeds = track.get_seeds() + # print(path) + xy_scale = plt.axis() + plt.clf() + # plt.imshow(track.algorithm.edges) + plt.imshow(image) + if path!= []: + plt.plot(np.array(path)[:,1], np.array(path)[:,0],'g-') + if seeds!=[]: + plt.scatter(np.array(seeds)[:,1], np.array(seeds)[:,0],marker='x',c='b') + plt.title(file_loc[file_cursor],fontsize = 6) + plt.draw() + if not rescale: + plt.axis(xy_scale) # hold previous scale + +def quit_edit(): + if editmode and (track.start_point is not None): + track.close_poly() + refresh_frame() + path = track.get_path() + path = list(path) + path1 = list(zip(np.array(path)[:,1], np.array(path)[:,0])) + p = plt.Polygon(path1,color='white',alpha=0.4) + plt.gca().add_patch(p) + plt.draw() + +def back_step(): + track.back_step() + try: + plt.pause(0.2) + except: + pass + refresh_frame() + +# -------------------------------- # + +def button_pressed(event): + global editmode + if not editmode: + return + if track.start_point is None: + start_point = (int(event.ydata), int(event.xdata)) + track.set_start(start_point) + else: + end_point = (int(event.ydata), int(event.xdata)) + track.update_points(end_point) + refresh_frame() + + +def mouse_moved(event): + global editmode + if not editmode: + return + if track.start_point is None: + return + if (event.ydata is None) or (event.xdata is None): + return + + end_point = (int(event.ydata), int(event.xdata)) + # the line below is calling the segmentation algorithm + path,ref = track.add_tmp_path(end_point) + plt.plot(np.array(path)[:,1], np.array(path)[:,0],'r-') + plt.draw() + if ref: + refresh_frame() + +def key_pressed(event): + # print('you pressed', event.key) + global editmode + if event.key == ' ': + quit_edit() + editmode = ~editmode + + if event.key == 'c': + track.clear() + refresh_frame() + + if (not editmode) and event.key == 'a': + lastfile() + refresh_frame(rescale=True) + + if (not editmode) and event.key == 'd': + nextfile() + refresh_frame(rescale=True) + + if not editmode: + return + # the following keys only work in edit mode + if event.key == 'escape': + editmode = False # pause but donot close poly + + elif event.key == 'backspace' : + back_step() + # print("Back one seed") + + +print("========= Instruction ==========") +print("# When not editing:") +print("key: A Switch to last pic, and save track") +print("key: D Switch to next pic, and save track") +print("key: space Begin editing") +print("# When editing:") +print("key: space Exit editing and confirm(AUTO close polygon)") +print("mouse: Left button Begin/Add a key point") +print("mouse: Move Auto fit a curve") +print("key: Backspace Undo a key point (and the red curve)") +print("key: esc Exit editing") +print("key: C Clear curves on canvas") + + +plt.connect('button_release_event', button_pressed) +if INTERACTIVE: + plt.connect('motion_notify_event', mouse_moved) +plt.connect('key_press_event', key_pressed) + +plt.imshow(image) +plt.autoscale(False) +plt.title('Livewire seg tool') +plt.show() + + diff --git a/demo.gif b/demo.gif new file mode 100644 index 0000000..4a030ed Binary files /dev/null and b/demo.gif differ diff --git a/dl_utils/__init__.py b/dl_utils/__init__.py new file mode 100644 index 0000000..f65e6d9 --- /dev/null +++ b/dl_utils/__init__.py @@ -0,0 +1 @@ +from .dlseg import Dlseg \ No newline at end of file diff --git a/dl_utils/dlseg.py b/dl_utils/dlseg.py new file mode 100644 index 0000000..00bf886 --- /dev/null +++ b/dl_utils/dlseg.py @@ -0,0 +1,64 @@ +import torch +import torch.nn as nn +import numpy as np +from torchvision import models +import torchvision.transforms as T +from PIL import Image + +class Dlseg(object): + def __init__(self,model,pth_file = None) -> None: + super(Dlseg, self).__init__() + self.model = model + self.model = nn.DataParallel(self.model) + self.model = self.model.cuda() + + def seg_main(self,img)->np.ndarray: # PIL image + # Apply the transformations needed + trf = T.Compose([ + T.Resize(224), + # T.CenterCrop(224), + T.ToTensor(), + T.Normalize(mean = [0.485, 0.456, 0.406], std = [0.229, 0.224, 0.225])]) + img = img.convert("RGB") + img = trf(img).unsqueeze(0) + self.model.eval() + with torch.no_grad(): + out = self.model(img.cuda())['out'] + out = torch.softmax(out,dim=1) + + prob,om = torch.max(out.squeeze(), dim=0) + prob = prob.detach().cpu().numpy() + om = om.detach().cpu().numpy() + om1 = om; om2 = om; om3 = om + om1[prob<0.2]=0 # if resultthresold_gray and result[i]>thresold_gray:##0~255为由黑到白,根据图片情况自行调整 + S1 = S1 + 1 + if mask[i]>thresold_gray or result[i]>thresold_gray: + S2 = S2 + 1 + if mask[i] < thresold_gray and result[i] < thresold_gray: + S3=S3+1 + if mask[i] < thresold_gray or result[i] < thresold_gray: + S4=S4+1 + iou = S1/S2 + iouf=S3/S4 + miou=(iou+iouf)/2 + return iou,miou + +def main(): + n = 0 + mask_path = "test//mask" + result_path = "test//results" + iou_sum = 0 + miou_sum = 0 + for file in glob.glob(mask_path+"//*.png"): ##计算出有多少张图片 + n = n + 1 + ious = [] + mious = [] + for i in range(n): ##计算单张图片的IOU + iou, miou = get_IOU(mask_path+"//"+str(i)+".png",result_path+"//"+str(i)+".png") + ious.append(iou) + mious.append(miou) + for i in range(n): + iou_sum = ious[i]+iou_sum + miou_sum = mious[i] + miou_sum + AverageIOU = iou_sum/(n) + AverageMIOU = miou_sum / (n) + print('===') + print(AverageIOU) + print(AverageMIOU) + +def single(): + loc=input("Drag your picture here(special UTF-8 in path is not availiable)->") + loc=loc.replace("\\","/") + loc=loc.replace("\"","") + + loc1=input("Drag your picture here(special UTF-8 in path is not availiable)->") + loc1=loc1.replace("\\","/") + loc1=loc1.replace("\"","") + + AverageIOU, AverageMIOU = get_IOU(loc,loc1) + print('===') + print('AverageIOU:',AverageIOU) + # print(AverageMIOU) + +if __name__ == '__main__': + single() + diff --git a/eval_tools/to_dataset.py b/eval_tools/to_dataset.py new file mode 100644 index 0000000..43416a6 --- /dev/null +++ b/eval_tools/to_dataset.py @@ -0,0 +1,30 @@ +# transfer single label file into dataset(mask picture) +import cv2 +import numpy as np + +loc=input("Drag your label file here(special UTF-8 in path is not availiable)->") +loc=loc.replace("\\","/") +loc=loc.replace("\"","") + +data = [] +for line in open(loc,"r"): + data.append(line) + +w,h = data[1][1:-2].split(',') +w = int(eval(w)) +h = int(eval(h)) +poly = [] +for points in range(len(data)): + if points < 3: + continue + x1,y1 = data[points][1:-2].split(',') + x1 = eval(x1) + y1 = eval(y1) + poly.append([x1,y1]) + +bkg = np.zeros((h,w,3)) +poly_array = np.array(poly,dtype = np.int32) +cv2.fillPoly(bkg,np.int32([poly_array]),(0,0,255)) +loc_new = loc[0:-3]+"jpg" +cv2.imwrite(loc_new,bkg) + diff --git a/images/IM-0001-0011.dcm b/images/IM-0001-0011.dcm deleted file mode 100644 index 6cc05db..0000000 Binary files a/images/IM-0001-0011.dcm and /dev/null differ diff --git a/images/lung.dcm b/images/lung.dcm deleted file mode 100644 index b0620a1..0000000 Binary files a/images/lung.dcm and /dev/null differ diff --git a/livewire/__init__.py b/livewire/__init__.py index b99ee26..de5bec0 100644 --- a/livewire/__init__.py +++ b/livewire/__init__.py @@ -1,4 +1,5 @@ -from livewiresegmentation import LiveWireSegmentation +from .livewiresegmentation import LiveWireSegmentation +from .trackmanager import Trackmanager def compute_shortest_path(image, from_, to_, length_penalty=0.0): diff --git a/livewire/dijkstra.py b/livewire/dijkstra.py index 5daa110..de61a07 100644 --- a/livewire/dijkstra.py +++ b/livewire/dijkstra.py @@ -20,6 +20,7 @@ def flatten(L): # Flatten linked list of form [0,[1,[2,[]]]] if v1 == end: return list(flatten(path))[::-1] + [v1] path = (v1, path) - for (v2, cost2) in G[v1].iteritems(): + # for (v2, cost2) in G[v1].iteritems():# py2.x attribute + for (v2, cost2) in G[v1].items(): if v2 not in visited: heapq.heappush(q, (cost + cost2 + length_penalty*log(len(visited)), v2, path)) \ No newline at end of file diff --git a/livewire/livewiresegmentation.py b/livewire/livewiresegmentation.py index b393601..ef42ce9 100644 --- a/livewire/livewiresegmentation.py +++ b/livewire/livewiresegmentation.py @@ -1,13 +1,17 @@ import math -from dijkstra import shortestPath - +from typing import Tuple +from .dijkstra import shortestPath +import numpy as np class LiveWireSegmentation(object): - def __init__(self, image=None, smooth_image=False, threshold_gradient_image=False): + # image: PIL obj, smooth_image: bool, default False, threshold_gradient_image: bool, default False + def __init__(self, image=None, dl_util = None, smooth_image=False, threshold_gradient_image=False): super(LiveWireSegmentation, self).__init__() # init internal containers - + self.image_color = image + image = image.convert('L') # PIL image + image = np.array(image) # container for input image self._image = None @@ -25,11 +29,16 @@ def __init__(self, image=None, smooth_image=False, threshold_gradient_image=Fals # should use the thresholded gradient image for shortest path computation self.threshold_gradient_image = threshold_gradient_image + # whether use deep learning segmentation for grad compute + self.dl_util = dl_util + # init image # store image and compute the gradient image self.image = image + + @property def image(self): return self._image @@ -58,41 +67,92 @@ def _smooth_image(self): self._image = restoration.denoise_bilateral(self.image) def _compute_gradient_image(self): - from skimage import filters + from skimage import filters,morphology self.edges = filters.scharr(self._image) + # deep learning utils + if self.dl_util is not None: + from skimage import color,transform + image2 = self.dl_util.seg_main(self.image_color) + image2 = color.rgb2gray(image2) + image2 = transform.resize(image2,self._image.shape) + # print('img shape:',self._image.shape,'color_shape:',image2.shape) + edges2 = filters.scharr(image2) + # self.edges = edges2 + self.edges = 0.5*self.edges+0.5*edges2 + self.edges.astype(np.uint8) + + self.edges = morphology.dilation(self.edges) def _threshold_gradient_image(self): from skimage.filters import threshold_otsu threshold = threshold_otsu(self.edges) self.edges = self.edges > threshold self.edges = self.edges.astype(float) + + def _norm_function(self,a,b,mean)->int: + a = a/mean + b = b/mean + return 1/max(a*b,0.0001) def _compute_graph(self, norm_function=math.fabs): + norm_function = self._norm_function self.G = {} rows, cols = self.edges.shape + mean_val = self.edges.mean() + # MAYBE optimized by matrix calculate for col in range(cols): for row in range(rows): - + # 8-direction graph neighbors = [] + neighbors_diag = [] if row > 0: neighbors.append((row-1, col)) + # if col < cols - 1: + # neighbors_diag.append((row-1,col+1)) if row < rows-1: neighbors.append((row+1, col)) + if col > 0: + neighbors_diag.append((row+1,col-1)) if col > 0: neighbors.append((row, col-1)) + if row > 0: + neighbors_diag.append((row-1,col-1)) if col < cols-1: neighbors.append((row, col+1)) + # if row < rows-1: + # neighbors_diag.append((row+1,col+1)) dist = {} for n in neighbors: # distance function can be replaced with a different norm - dist[n] = norm_function(self.edges[row][col] - self.edges[n[0], n[1]]) + dist[n] = norm_function(self.edges[row][col],self.edges[n[0], n[1]],mean_val) + for m in neighbors_diag: + dist[m] = norm_function(self.edges[row][col],0.57*self.edges[m[0], m[1]],mean_val) + self.G[(row, col)] = dist + def best_seed(self,loc)->Tuple: + # input cursor's location (row,col) then find the best possible seed within 5x5 area + x,y = loc + rows, cols = self.edges.shape + x1 = max(0,x-4) + x2 = min(rows-1,x+4) + y1 = max(0,y-4) + y2 = min(cols+1,y+4) + slice_area = self.edges[x1:(x2+1),y1:(y2+1)] + index = np.unravel_index(slice_area.argmax(), slice_area.shape) + index = list(index) + index[0] = index[0]+x1 + index[1] = index[1]+y1 + index = tuple(index) + return index + + + def compute_shortest_path(self, from_, to_, length_penalty=0.0): if self.image is None: raise AttributeError("Load an image first!") diff --git a/livewire/trackmanager.py b/livewire/trackmanager.py new file mode 100644 index 0000000..93deec8 --- /dev/null +++ b/livewire/trackmanager.py @@ -0,0 +1,69 @@ +from .livewiresegmentation import LiveWireSegmentation +import numpy as np + +class Trackmanager(object): + def __init__(self,image,step = 20,smooth_image=False,threshold_gradient_image=False,dl_util=None,length_penalty = 10.0) -> None: + super(Trackmanager,self).__init__() + self.algorithm = LiveWireSegmentation(image,dl_util=dl_util,smooth_image=smooth_image, threshold_gradient_image=threshold_gradient_image) + self.length_penalty = length_penalty + + self.step = step + self.ini_point = None + self.start_point = None + self.end_point = None + self.seed_points_list = [] + self.all_points_list = [] + self.tmp_path = [] + + def clear(self): + self.ini_point = None + self.start_point = None + self.end_point = None + self.seed_points_list = [] + self.all_points_list = [] + self.tmp_path = [] + + def get_path(self): + # flatten the path + return [item for sublist in self.all_points_list for item in sublist] + + def get_seeds(self): + return self.seed_points_list + + def set_start(self,start_point): + self.start_point = start_point + self.ini_point = start_point + + def add_path(self,start_point,end_point): + path = self.algorithm.compute_shortest_path(start_point, end_point, length_penalty=self.length_penalty) + return path + + def add_tmp_path(self,end_point): + path = self.algorithm.compute_shortest_path(self.start_point, end_point, length_penalty=self.length_penalty) + call_refresh = False + if len(path)>self.step: + call_refresh = True + self.end_point = self.algorithm.best_seed(end_point) + self.update_points(self.end_point) + return path,call_refresh + + def update_points(self,end_point): + path = self.algorithm.compute_shortest_path(self.start_point, end_point, length_penalty=self.length_penalty) + self.end_point = end_point + self.start_point = self.end_point + self.all_points_list.append(path) + self.seed_points_list.append(self.start_point) + + def back_step(self): + if len(self.seed_points_list)!=0: + self.seed_points_list.pop() + if len(self.all_points_list)!=0: + self.all_points_list.pop() + if self.seed_points_list == []: + self.start_point = None + else: + self.start_point = self.seed_points_list[-1] + # remember to refresh frame! + + def close_poly(self): + self.update_points(self.ini_point) \ No newline at end of file diff --git a/notebooks/Livewire.ipynb b/notebooks/Livewire.ipynb deleted file mode 100644 index 30204b2..0000000 --- a/notebooks/Livewire.ipynb +++ /dev/null @@ -1,9743 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Livewire segmentation algorithm\n", - "\n", - "In this notebook, we want to reproduce Livewire algorithm and compute the shortest path between two clicks.\n", - "\n", - "We will need an implementation of Dijkstra's shortest path algorithm (dijkstra.py) and an example DICOM slice image.\n", - "\n", - "If you are in a hurry, execute the whole notebook and scroll back to the last line!" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Input\n", - "Read a DICOM slice image from file, convert it to a numpy array (http://www.osirix-viewer.com/datasets/). There is a number of freely available DICOM images online." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "import skimage" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Library/Python/2.7/site-packages/skimage/util/dtype.py:103: UserWarning: Possible sign loss when converting negative image of type int16 to positive image of type uint16.\n", - " \"%s to positive image of type %s.\" % (dtypeobj_in, dtypeobj))\n", - "/Library/Python/2.7/site-packages/skimage/util/dtype.py:107: UserWarning: Possible precision loss when converting from int16 to uint16\n", - " \"%s to %s\" % (dtypeobj_in, dtypeobj))\n" - ] - } - ], - "source": [ - "import dicom\n", - "\n", - "df = dicom.read_file('../images/lung.dcm')\n", - "image = skimage.img_as_uint(df.pixel_array)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the commented out section we demonstrate that Livewire segmentation is not limited to medical images and can be applied without modification to other images, e.g. photos." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "#from skimage import data\n", - "#image = skimage.data.lena()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "#from skimage import color\n", - "#image = color.rgb2gray(image)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from skimage import io\n", - "import pylab\n", - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "plt.gray()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAlEAAAIvCAYAAABUVI5vAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvWusZluXFjR21b7W5ZwGxaa5+HW84C2aqEkbIVEjXggK\n", - "mmggGlSQXxK1NWpovCD6w+AliHcC8gM6KqAoIdFECRESDWIgoEYwasJnN2J/3efUqXOqdtW+1N7b\n", - "H7vGe5732c+4zLXWrl1713qSlXe96zLnmHPNOcYzxpxrLrMVK1asWLFixYoVK1asWLFixYoVK1as\n", - "WLFixYoVK1asWLFixYoVK1asWLFixYoVK1asWLFixYoVK1asWLFixYoVK1asWLFixYoVK1asuJf4\n", - "dWb2227h2gqXZvYXBef+GzP7hxbKZ8WKFStWrFixosSvNLP/zcyOzez/M7P/0Mw+v0uBEmQkasWK\n", - "FStWrFix4oPhnzGznzCzv8PMHpvZd8zsvzaz/9nM9oJ7Hn8Y0SRWErVixYoVK1asuHN8ZmavzOzv\n", - "p+NPzewnzexXvf//G8zsvzCzHzWzr83sV78/9qNwzz9sZv+PmX1hZv+imX3XzP5WuN+v/UG7JkJ+\n", - "/U+Z2T8P6fyQmf0RM/vKzP6cmf17tk3mMhL1h97LZnYdXfsfzew3vU/r/zazn/++TD9mZt97L4Pj\n", - "7zKzP/G+fD9mZv8ypa3K9wvfn9sxsx95n8cXZva7zeynBTKuWLHiHuHRXQuwYsWKjxY/38wOzey/\n", - 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"" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAlEAAAIvCAYAAABUVI5vAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvWuMZs12HrR6pnumZ6Z7To4hOLZj+xhjC4gAgXJRwiVR\n", - "sBAKseEP4ZbENpZAICAKEMXhLiSQuSYQIqKEBDnmElsKWEZCBCuOUWIFRCyHSHG42RyMnePz3eb7\n", - "5tL3meZH93rPelc/61a79vvut6ceaWvfaletql216qlVa9cmGhgYGBgYGBgYGBgYGBgYGBgYGBgY\n", - "GBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBh4b/CPEdGfnCHe\n", - "d0T01xr3/nsi+m0zpDkwMDAwMDDwnuGLRHRCRC+J6AUR/QQR/ZNEtLdFmabCI1EDAwMDAwMDA13w\n", - "/xDRb7w9PiaibyeinyWiP7o1iaZjkKiBgYGBgYGB2SFJFONXEdFbIvoVt+ePiejfJ6L/l4h+kYj+\n", - "UyI6vL33G4jo54nonyeiLxPRXyGi7xJxfY6I/hgRfUA3Vq9/mb5i5fouIvozt8d7RPR7b+P4jIj+\n", - "YjJ9IqLfdZvuzxPRP04+ifpxIvoekf5PENF/SDdWuP+biH4dEX03Ef3crSy/XTz79xHRT93K93NE\n", - "9K+ruH/7rYwfEdG/cpvfv1vk73tv0/iIiH6QiD5vyDgwMLBQPNi2AAMDA4vH/0o3hOTvuD3/PiL6\n", - "64job7ndfx0R/Wsi/FcT0XMi+lq6ISh/gG7IExHR76cbC9c3EdGvpxui8d0gzb+HiP5OIvqW22f/\n", - 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"plt.imshow(denoised_image)\n", - "plt.title('Denoised image')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Compute gradient image \n", - "\n", - "To achieve more stable segmentation, the gradient image is thresholded. By doing so, we eliminate value differences along the boundaries, thus encouraging the algorithm to stay on the boundary until the user clicks outside of it. Scharr gradient filter has proven to deliver most sharp gradient image than Sobel operator.\n", - "\n", - "Also see: http://scikit-image.org/docs/dev/api/skimage.filters.html#skimage.filters.sobel." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "from skimage import filters" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "edges = filters.scharr(image)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAlEAAAIvCAYAAABUVI5vAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvWmsptu2FjS+Vatfq2pV7eace88F703wjw0JmHBBMWAQ\n", - "DUZRsYsNiIZgb4waQUgMArHDGI0YO0JELiFAQrxRYyTYXCOIqASCQTRoxOvles4+e1ez+qZqff5Y\n", - 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"metadata": {}, - "source": [ - "# Compare images\n", - "\n", - "We display images next to each other for direct comparison." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAA6AAAAEeCAYAAACUmnidAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvXmYXVd1L/i7Ndcda7o1SrKRrAHJgywPkmyN2LJleUA2\n", - "GIMdD5C8NPQHJC/QEPrr7qR5XyePDkkgEAidEHjm2WCDjQdJCCRLtmRblgchD5KtsTSUqlSqeZ6r\n", - "+o9T62jdVWufc25Vad6/77vfvfecffZ0zll7/dZae2/AwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLC\n", - "wsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLCwsLC\n", - "wsLCwsLCwsLCwsLCwsLCwsLCwsLCQsGPAfwfZyCtFy4HMAwgYxLysrCwOP/xcwD/7SyU0wFHvkwm\n", - "fg5z3R8C8PtJLs/CwsJC4m8B/GL09zQ4si50Fso9m2VZnIfIOtcVsLho8aUzlNbCwsKCMDL6OdOI\n", - "nYE8ver+xOjHwsLC4kyCy6BjmDxZ9zIcYvtTw/nJLMviAoT1FFmcCdjnysLC4mzhQragX8h1t7Cw\n", - 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"source": [ - "# Convert gradient image into a graph\n", - "Use the dictionary representation of a graph (https://www.python.org/doc/essays/graphs/)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from math import fabs\n", - "\n", - "G = {}\n", - "rows, cols = edges.shape\n", - "for col in range(cols):\n", - " for row in range(rows):\n", - " \n", - " neighbors = []\n", - " if row > 0:\n", - " neighbors.append( (row-1, col) )\n", - " \n", - " if row < rows-1:\n", - " neighbors.append( (row+1, col) )\n", - " \n", - " if col > 0:\n", - " neighbors.append( (row, col-1) )\n", - " \n", - " if col < cols-1:\n", - " neighbors.append( (row, col+1) )\n", - " \n", - " dist = {}\n", - " for n in neighbors:\n", - " # distance function can be replaced with a different norm\n", - " dist[n] = fabs(edges[row][col] - edges[n[0], n[1]])\n", - " \n", - " G[(row,col)] = dist" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Compute shortest path\n", - "Re-use Dijkstra algorithm (http://code.activestate.com/recipes/119466-dijkstras-algorithm-for-shortest-paths/). The solution from the comment has been taken, since it is much faster than the original code.\n", - "\n", - "In the pop-up window, left-click once to set the starting point for the segmentation. If you enable INTERACTIVE mode, then you will see suggestions as you move you mouse around. Left-click again, to set the next point. You cannot modify the contour once the next point has been set. Pressing ESCAPE on the keyboard closes one contour. After that, you can segment another structure." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "from dijkstra import shortestPath" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using matplotlib backend: MacOSX\n" - ] - } - ], - "source": [ - "%matplotlib \n", - "INTERACTIVE = True\n", - "from itertools import cycle\n", - "import numpy as np\n", - "COLORS = cycle('rgbyc')\n", - "\n", - "start_point = None\n", - "current_color = COLORS.next()\n", - "current_path = None\n", - "length_penalty = 10.0\n", - "\n", - "def button_pressed(event):\n", - " global start_point\n", - " if start_point is None:\n", - " start_point = (int(event.ydata), int(event.xdata))\n", - " \n", - " else:\n", - " end_point = (int(event.ydata), int(event.xdata))\n", - " path = shortestPath(G, start_point, end_point, length_penalty=length_penalty)\n", - " plt.plot(np.array(path)[:,1], np.array(path)[:,0], c=current_color)\n", - " start_point = end_point\n", - "\n", - "def mouse_moved(event):\n", - " if start_point is None:\n", - " return\n", - " \n", - " end_point = (int(event.ydata), int(event.xdata))\n", - " path = shortestPath(G, start_point, end_point, length_penalty=length_penalty)\n", - " \n", - " global current_path\n", - " if current_path is not None:\n", - " current_path.pop(0).remove()\n", - " current_path = plt.plot(np.array(path)[:,1], np.array(path)[:,0], c=current_color)\n", - "\n", - "def key_pressed(event):\n", - " if event.key == 'escape':\n", - " global start_point, current_color\n", - " start_point = None\n", - " current_color = COLORS.next()\n", - "\n", - " global current_path\n", - " if current_path is not None:\n", - " current_path.pop(0).remove()\n", - " current_path = None\n", - " plt.draw()\n", - "\n", - "plt.connect('button_release_event', button_pressed)\n", - "if INTERACTIVE:\n", - " plt.connect('motion_notify_event', mouse_moved)\n", - "plt.connect('key_press_event', key_pressed)\n", - "\n", - "plt.imshow(image)\n", - "plt.autoscale(False)\n", - "plt.title('Livewire example')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# That's it folks! \n", - "Send your comments to https://github.com/pdyban/livewire." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.10" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/notebooks/dijkstra.py b/notebooks/dijkstra.py deleted file mode 100644 index 5daa110..0000000 --- a/notebooks/dijkstra.py +++ /dev/null @@ -1,25 +0,0 @@ -# Dijkstra's algorithm for shortest paths -# David Eppstein, UC Irvine, 4 April 2002 - -# http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/117228 -import heapq -from math import log - -def shortestPath(G, start, end, length_penalty=0.0): - def flatten(L): # Flatten linked list of form [0,[1,[2,[]]]] - while len(L) > 0: - yield L[0] - L = L[1] - - q = [(0, start, ())] # Heap of (cost, path_head, path_rest). - visited = set() # Visited vertices. - while True: - (cost, v1, path) = heapq.heappop(q) - if v1 not in visited: - visited.add(v1) - if v1 == end: - return list(flatten(path))[::-1] + [v1] - path = (v1, path) - for (v2, cost2) in G[v1].iteritems(): - if v2 not in visited: - heapq.heappush(q, (cost + cost2 + length_penalty*log(len(visited)), v2, path)) \ No newline at end of file diff --git a/notebooks/livewire_demo.ipynb b/notebooks/livewire_demo.ipynb deleted file mode 100644 index 98126d9..0000000 --- a/notebooks/livewire_demo.ipynb +++ /dev/null @@ -1,194 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This package implements Livewire segmentation algorithm for image segmentation aka intelligent scissors. The general idea of the algorithm is to use image information for segmentation and avoid crossing object boundaries. A gradient image highlights the boundaries, and Dijkstra’s shortest path algorithm computes a path using gradient differences as segment costs. Thus the line avoids strong gradients in the gradient image, which corresponds to following object boundaries in the original image.\n", - "\n", - "For more information, please consult the [documentation](http://livewire-segmentation.readthedocs.org/en/latest/?badge=latest)." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This notebook demonstrates how to use livewire module in your own code." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "import dicom\n", - "import skimage" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "df = dicom.read_file('../images/lung.dcm')\n", - "image = skimage.img_as_int(df.pixel_array)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we initialize Livewire segmentation algorithm class with the image." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('..')\n", - "from livewire import LiveWireSegmentation" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "algorithm = LiveWireSegmentation(image,smooth_image=False, threshold_gradient_image=False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's display the image using matplotlib front end. A click on the image starts livewire segmentation. The suggestion for the best segmentation will appear as you will be moving mouse across the image. To submit a suggestion, click on the image for the second time. To finish the segmentation, press Escape key." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To draw a good segmentation contour, start on a boundary of an anatomic organ, for example the lung or heart boundary.\n", - "\n", - "![Screenshot](../screenshot.png)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using matplotlib backend: MacOSX\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "\n", - "%matplotlib \n", - "import matplotlib.pyplot as plt\n", - "plt.gray()\n", - "\n", - "INTERACTIVE = True # to compute interactive shortest path suggestions\n", - "\n", - "from itertools import cycle\n", - "COLORS = cycle('rgbyc') # use separate colors for consecutive segmentations\n", - "\n", - "start_point = None\n", - "current_color = COLORS.next()\n", - "current_path = None\n", - "length_penalty = 10.0\n", - "\n", - "def button_pressed(event):\n", - " global start_point\n", - " if start_point is None:\n", - " start_point = (int(event.ydata), int(event.xdata))\n", - " \n", - " else:\n", - " end_point = (int(event.ydata), int(event.xdata))\n", - " \n", - " # the line below is calling the segmentation algorithm\n", - " path = algorithm.compute_shortest_path(start_point, end_point, length_penalty=length_penalty)\n", - " plt.plot(np.array(path)[:,1], np.array(path)[:,0], c=current_color)\n", - " start_point = end_point\n", - "\n", - "def mouse_moved(event):\n", - " if start_point is None:\n", - " return\n", - " \n", - " end_point = (int(event.ydata), int(event.xdata))\n", - " \n", - " # the line below is calling the segmentation algorithm\n", - " path = algorithm.compute_shortest_path(start_point, end_point, length_penalty=length_penalty)\n", - " \n", - " global current_path\n", - " if current_path is not None:\n", - " current_path.pop(0).remove()\n", - " current_path = plt.plot(np.array(path)[:,1], np.array(path)[:,0], c=current_color)\n", - "\n", - "def key_pressed(event):\n", - " if event.key == 'escape':\n", - " global start_point, current_color\n", - " start_point = None\n", - " current_color = COLORS.next()\n", - "\n", - " global current_path\n", - " if current_path is not None:\n", - " current_path.pop(0).remove()\n", - " current_path = None\n", - " plt.draw()\n", - "\n", - "plt.connect('button_release_event', button_pressed)\n", - "if INTERACTIVE:\n", - " plt.connect('motion_notify_event', mouse_moved)\n", - "plt.connect('key_press_event', key_pressed)\n", - "\n", - "plt.imshow(image)\n", - "plt.autoscale(False)\n", - "plt.title('Livewire example')\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.10" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/requirements.txt b/requirements.txt index a4c6bc5..c79a8a7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,11 +1,7 @@ -cython>=0.21 -six>=1.4 -numpy>=1.6.1 -scipy>=0.9.0 -matplotlib>=1.1.0 -networkx>=1.8 -pillow>=2.1.0 -dask[array]>=0.5.0 -scikit-image>=0.11.3 -Sphinx==1.3.1 -pydicom==0.9.9 +matplotlib>=3.4.2 +numpy>=1.21.6 +Pillow>=9.2.0 +scikit_image>=0.19.2 +skimage>=0.0 +torch>=1.8.1+cu111 +torchvision>=0.9.1+cu111 diff --git a/test.py b/test.py deleted file mode 100644 index 83f06cd..0000000 --- a/test.py +++ /dev/null @@ -1,98 +0,0 @@ -from unittest import TestCase, main -from livewire import LiveWireSegmentation, compute_shortest_path -from dicom import read_file -from skimage import img_as_int -import numpy as np - - -class LiveWireSegmentationTest(TestCase): - def setUp(self): - df = read_file('images/lung.dcm') - self.test_image = img_as_int(df.pixel_array) - - def tearDown(self): - pass - - def test_compute_shortest_path(self): - from_ = (0, 0) - to_ = (1, 1) - algorithm = LiveWireSegmentation(self.test_image) - path = algorithm.compute_shortest_path(from_, to_, length_penalty=0.0) - self.assertListEqual(path, [(0, 0), (0, 1), (1, 1)], "Optimal path is not as expected") - - def test_computes_graph_only_once(self): - from_ = (0, 0) - to_ = (1, 1) - algorithm = LiveWireSegmentation(self.test_image) - first_id = id(algorithm.G) - path = algorithm.compute_shortest_path(from_, to_) - prev_id = id(algorithm.G) - - from_ = (10, 10) - to_ = (11, 11) - path = algorithm.compute_shortest_path(from_, to_) - cur_id = id(algorithm.G) - self.assertEqual(cur_id, prev_id, 'Graph was recomputed even though not requested') - self.assertEqual(first_id, prev_id, 'Graph was recomputed even though not requested') - - def test_length_penalty_changes_result(self): - shape = self.test_image.shape - from_ = (shape[0]/4, shape[1]/4) - to_ = (shape[0]/2, shape[1]/2) - - algorithm = LiveWireSegmentation(self.test_image) - - path1 = algorithm.compute_shortest_path(from_, to_) - path2 = algorithm.compute_shortest_path(from_, to_, length_penalty=100.0) - self.assertNotEqual(len(path1), len(path2), 'Length penalty has had no effect on optimal path') - - def test_can_init_image_later(self): - algorithm = LiveWireSegmentation(self.test_image) - - algorithm_post = LiveWireSegmentation() - algorithm_post.image = self.test_image - - self.assertDictEqual(algorithm.G, algorithm_post.G, 'Post-initialization failed') - - def test_can_read_threshold_parameter(self): - algorithm_with_thresholding = LiveWireSegmentation(self.test_image, threshold_gradient_image=True) - algorithm_without_thresholding = LiveWireSegmentation(self.test_image, threshold_gradient_image=False) - - self.assertNotEqual(np.linalg.norm(algorithm_with_thresholding.edges), - np.linalg.norm(algorithm_without_thresholding.edges), - 'Gradient image with and without thresholding are the same') - - -class StandaloneTest(TestCase): - """ - Tests standalone function compute_shortest_path. - """ - def setUp(self): - df = read_file('images/lung.dcm') - self.test_image = img_as_int(df.pixel_array) - - def tearDown(self): - pass - - def test_compute_shortest_path(self): - from_ = (0, 0) - to_ = (1, 1) - path_standalone = compute_shortest_path(self.test_image, from_, to_) - - algorithm = LiveWireSegmentation(self.test_image) - path_class = algorithm.compute_shortest_path(from_, to_, length_penalty=0.0) - self.assertListEqual(path_standalone, path_class, "Optimal path is not as expected") - - -class TestOnCoinsData(TestCase): - """ - Tests this package on standard coin data set from scikit-image. - """ - def test_this(self): - from skimage import data - image = data.coins() - - print compute_shortest_path(image, (20, 20), (25, 20)) - -if __name__ == '__main__': - main()