Newer
Older
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2D Layered Surface Detection\n",
"\n",
"In this tutorial we are going to look at the layered surface detection tool and see how it can be used find layers in 2D images. We will learn the following:\n",
"\n",
"1. Use the slgbuilder package to find the surfaces in images.\n",
"2. Create and use layered regions to segment synthetic data.\n",
"3. Use layered boundaries to detect and segment some real-world data.\n",
"\n",
"See the Github for the layered surface tool here: [slgbuilder](https://github.com/Skielex/slgbuilder)\n",
"\n",
"If you end up using the tool for research please cite the developers' original paper: [Sparse layered graphs for multi-object segmentation.](https://openaccess.thecvf.com/content_CVPR_2020/papers/Jeppesen_Sparse_Layered_Graphs_for_Multi-Object_Segmentation_CVPR_2020_paper.pdf).\n",
"\n",
"Let's begin by importing the required python libraries that we will need for this tutorial."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Standard python mathematical library\n",
"import numpy as np \n",
"\n",
"# Used for displaying our images and making graphs\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import gridspec\n",
"\n",
"# Used to read in image files\n",
"from skimage.io import imread\n",
"\n",
"# The main tool used for layered surface segmentation\n",
"from slgbuilder import GraphObject, MaxflowBuilder\n",
"\n",
"# A set of helper functions that this notebook uses\n",
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## A note on preprocessing\n",
"\n",
"Depending on the dataset you are using, you may need to do some preprocessing on the images prior to using the layered surface detection tool. The layered surface detection tool works best on images with surfaces that are oriented horizontally in the image."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1 Segmenting synthetic data using region costs\n",
"\n",
"The first thing we will do is look at how we can use the tool to detect surfaces using layered regions. Before we can start experimenting with our tool we first need to generate some synthetic data. Below there are four sliders you can play with to generate some unique synthetic data to experiment with.\n",
"\n",
"- The # of layers defines the maximum number of layers the data will have\n",
"- The smoothness factor determines how smooth the boundaries are between these layers\n",
"- The minimum distance is the minimum amount of space between any two layer boundaries\n",
"- The blurring is the how blended together the layers are in the image\n",
"\n",
"Be aware that everytime a slider is moved new data is randomly generated. You may now experiment with this a bit until you find something you want to work with. For now, stick with just 2 or 3 layers."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=2, continuous_update=False, description='# of layers', max=6, min=2), In…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"synthetic_widget = helpers.create_synthetic_data_widget()\n",
"display(synthetic_widget)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once you have generated some synthetic data we can go ahead in try to detect these layers using the layer surface detection algorithm.\n",
"\n",
"Let's retrieve the synthetic data and ground truth images from widget above."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"synthetic_data, ground_truth = synthetic_widget.result"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1.1 Cost maps\n",
"\n",
"When working with the layered surface detection tool we need to generate cost maps for the layers we want to find. Cost maps are images of the same dimension as the input image where the region we are looking for has the lowest intensity and all the other regions have a higher intensity.\n",
"\n",
"These cost maps can be generated in a variety of ways. There is no single correct way to generate the cost maps, it depends on your data and what you are trying to segment. For our relatively simple example we compute the cost maps using the formula,\n",
"\n",
"$$C_{i} = (I - \\mu_{i})^2$$\n",
"\n",
"where $C_i$ is the cost map for the current region, i, $I$ is the image and $\\mu_{i}$ is the mean value of the current region, i.\n",
"\n",
"If you are looking for $n$ different layers in an image you should have $n + 1$ region cost layers. \n",
"\n",
"You may have noticed that this formula requires the mean value of each of the regions we want to separate. We will estimate these means below."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1.2 Estimating region means\n",
"In most real-world scenarios we do not have the region means readily available. Therefore we need to manually estimate these means. This can be done by simply selecting a region of interest and computing the mean value in that region.\n",
"\n",
"To simplify this process, I have created this small widget that you can use to estimate the region means. To use the tool simply paint a portion of the region on the image which you would like to find the mean of and click the calculate mean button. This will display the mean value of this painted region right below the widget. Click the clear button to erase anything you have painted on the image."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=20, description='Brush size', max=20, min=2), Output()), _dom_classes=('…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Button(description='Calculate mean', style=ButtonStyle())"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Button(description='Clear', style=ButtonStyle())"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"MultiCanvas(height=256, width=256)"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"estimator_tool = helpers.MeanEstimatorTool(synthetic_data)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The larger region you paint the more accurate the region mean will be, however given the simplicity and uniformity of the synthetic data we generated a single dot should be enough. The idea is to capture the variability of the your data in the annotation process.\n",
"\n",
"Save the means into a list ordered from the bottom most region to the top in the image. The first element in the list below is the region mean for the bottom most layer in the image and the last is the region mean of the top most layer."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"region_means = [140.7043, 127.7381, 142.3643]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1.3 Generating the cost maps\n",
"Now we will generate the cost maps with the formula we talked about earlier."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"n_layers = len(region_means)\n",
"cost_maps = []\n",
"for i in range(n_layers):\n",
" cost_map = (synthetic_data - region_means[i]) ** 2\n",
" cost_maps.append(cost_map)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's take a look at our cost maps."
]
},
{
"cell_type": "code",
"image/png": "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\n",
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
"text/plain": [
"<Figure size 1008x720 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"cols = 3\n",
"rows = int(np.ceil(n_layers / cols))\n",
"\n",
"gs = gridspec.GridSpec(rows, cols)\n",
"fig = plt.figure(figsize=(14,10))\n",
"for i in range(n_layers):\n",
" ax = fig.add_subplot(gs[i])\n",
" ax.set_title(f'Layer {i}')\n",
" ax.imshow(cost_maps[i])\n",
" \n",
"fig.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1.4 Detecting the layers\n",
"\n",
"Now it is time to detect the layers."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
]
}
],
"source": [
"# Create a MaxFlowBuilder object\n",
"builder = MaxflowBuilder()\n",
"\n",
"# Create a list of GraphObject layers using our image\n",
"layers = []\n",
"for i in range(n_layers-1):\n",
" layers.append(GraphObject(cost_maps[i]))\n",
"builder.add_objects(layers)\n",
"\n",
"# Add region cost layers\n",
"for i in range(n_layers-1):\n",
" builder.add_layered_region_cost(layers[i], cost_maps[i], cost_maps[i+1])\n",
"\n",
"# Add a smoothness requirement\n",
"builder.add_layered_smoothness(delta=1)\n",
"\n",
"# Add constraints to the distance between the layers\n",
"for i in range(len(layers)-1):\n",
" builder.add_layered_containment(layers[i], layers[i+1])\n",
"\n",
"# Find the maximum flow\n",
"flow = builder.solve()\n",
"print('Maximum flow/minimum energy:', flow)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's see what we have detected."
]
},
{
"cell_type": "code",
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n",
"segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n",
"helpers.display_results(synthetic_data, segmentations, segmentation_lines)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2 Segmenting real data using boundary costs\n",
"In this section we will look into how to use boundary costs when our data consists of thin lines we would like to find. The cost maps for boundary layers should have low values along the edge we are looking for. In some cases this could be a simple inversion of the input image as we show below. In other cases we may need to look at the gradient image to ensure the layer has low intensity values. \n",
"\n",
"If you are looking for $n$ layers in an image you should have $n$ boundary cost layers.\n",
"\n",
"First lets load and take a quick look at the image we will be working with."
]
},
{
"cell_type": "code",
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Load image\n",
"image_data = imread('data/layer2D.png').astype(np.int32)\n",
"\n",
"# Display image\n",
"plt.imshow(image_data, cmap='gray', vmin=0, vmax=255)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2.1 Detecting only one layer\n",
"\n",
"Let's begin by trying to detect just one layer and see what we can find. Remember that we detect surfaces by creating cost maps where the region we would like to detect has the lowest values. In the case here, we would like to detect the brightest regions defined by the lines.\n",
"\n",
"For this image, a good cost map could simply be the inverse of this image as that would make the lines we are looking for dark."
]
},
{
"cell_type": "code",
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Compute the inverse\n",
"cost_map = 255 - image_data\n",
"\n",
"# Display cost map\n",
"plt.imshow(cost_map, cmap='gray', vmin=0, vmax=255)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next lets create our MaxFlowBuilder object and find the layers."
]
},
{
"cell_type": "code",
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Maximum flow/minimum energy: 95802\n"
]
}
],
"source": [
"n_layers = 1 # Only detecting 1 layer\n",
"\n",
"# Create a MaxFlowBuilder object\n",
"builder = MaxflowBuilder()\n",
"\n",
"# Create a list of GraphObject layers using our image\n",
"layers = [GraphObject(cost_map)]\n",
"builder.add_objects(layers)\n",
"\n",
"# Add boundary costs\n",
"builder.add_layered_boundary_cost()\n",
"\n",
"# Add a smoothness requirement\n",
"builder.add_layered_smoothness(delta=1)\n",
"\n",
"# Find the maximum flow\n",
"flow = builder.solve()\n",
"print('Maximum flow/minimum energy:', flow)"
]
},
{
"cell_type": "code",
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n",
"segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n",
"helpers.display_results(image_data, segmentations, segmentation_lines)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2.2 Detecting multiple layers\n",
"\n",
"Now let's try to detect multiple layers.\n",
"\n",
"We can visually see at least three layers we want to detect. All of these layers lie along the bright regions of the image. So we can begin by trying to use the same cost map from before in 3 separate layers."
]
},
{
"cell_type": "code",
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Maximum flow/minimum energy: 287406\n"
]
}
],
"source": [
"n_layers = 3 # Detecting 3 layers\n",
"\n",
"# Create a MaxFlowBuilder object\n",
"builder = MaxflowBuilder()\n",
"\n",
"# Create a list of GraphObject layers using our image\n",
"layers = []\n",
"for i in range(n_layers):\n",
" layers.append(GraphObject(cost_map))\n",
"builder.add_objects(layers)\n",
"\n",
"# Add boundary costs\n",
"builder.add_layered_boundary_cost()\n",
"\n",
"# Add a smoothness requirement\n",
"builder.add_layered_smoothness(delta=1)\n",
"\n",
"# Find the maximum flow\n",
"flow = builder.solve()\n",
"print('Maximum flow/minimum energy:', flow)"
]
},
{
"cell_type": "code",
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n",
"segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n",
"helpers.display_results(image_data, segmentations, segmentation_lines)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As you can see above, the 3 layers detected by the algorithm are all the same. To fix this we can add some constraints to force the layers to have a minimum distance apart.\n",
"\n",
"### 2.3 Adding constraints\n",
"To start with we begin by setting up the MaxflowBuilder in the same way as before."
]
},
{
"cell_type": "code",
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
"metadata": {},
"outputs": [],
"source": [
"n_layers = 3 # Detecting 3 layer\n",
"\n",
"# Create a MaxFlowBuilder object\n",
"builder = MaxflowBuilder()\n",
"\n",
"# Create a list of GraphObject layers using our image\n",
"layers = []\n",
"for i in range(n_layers):\n",
" layers.append(GraphObject(cost_map))\n",
"builder.add_objects(layers)\n",
"\n",
"# Add boundary costs\n",
"builder.add_layered_boundary_cost()\n",
"\n",
"# Add a smoothness requirement\n",
"builder.add_layered_smoothness(delta=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Looking at the image, we can see that the distance between the first and second layers is about 110 pixels. Layers are order from bottom to top. Therefore we want to define min_margin and max_margin constraints such that the distance between the two layers is constrained to 110 pixels. We can do this by setting the min_margin to 100 and max_margin to 110 using the line below."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"builder.add_layered_containment(layers[0], layers[1], min_margin=105, max_margin=115)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Since there are three layers we would like to find, we need to set another constraint between the middle and top layers. It is not required to use both the min_margin and max_margin values. This time we will simply set the min_margin to 10 between the middle and top layers."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"builder.add_layered_containment(layers[1], layers[2], min_margin=10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we can solve the builder and display the result."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Maximum flow/minimum energy: 293316\n"
]
}
],
"source": [
"# Find the maximum flow\n",
"flow = builder.solve()\n",
"print('Maximum flow/minimum energy:', flow)"
]
},
{
"cell_type": "code",
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n",
"segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n",
"helpers.display_results(image_data, segmentations, segmentation_lines)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That brings us to the end of this tutorial. If you would like to experiment with your own data I have assembled the important functions into section 3 below. \n",
"\n",
"This tutorial notebook was written by William Laprade for the QIM group. If you have any questions you may contact me via email at wl@di.ku.dk."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3 Experiment with your own data\n",
"\n",
"If you would like to experiment with your own data you can upload an image here and try these methods."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.1 Load your data"
]
},
{
"cell_type": "code",
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# File path to image\n",
"image_data = imread('data/layer2D.png').astype(np.int32)\n",
"\n",
"# Display image\n",
"plt.imshow(image_data, cmap='gray', vmin=0, vmax=255)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.2 Region mean estimator tool\n",
"If you need to estimate region means, you can use the estimator tool."
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=20, description='Brush size', max=20, min=2), Output()), _dom_classes=('…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Button(description='Calculate mean', style=ButtonStyle())"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Button(description='Clear', style=ButtonStyle())"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"MultiCanvas(height=164, width=200)"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"estimator_tool = helpers.MeanEstimatorTool(image_data)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.3 Create the cost maps"
]
},
{
"cell_type": "code",
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
"metadata": {},
"outputs": [],
"source": [
"# Add code for generating your cost maps here.\n",
"# The two methods we talked about are here for reference, you are welcome to use your own method as well.\n",
"\n",
"# Using the region means formula\n",
"# region_means = [132.6561, 123.9585, 134.2254]\n",
"# n_layers = len(region_means)\n",
"# cost_maps = []\n",
"# for i in range(n_layers):\n",
"# cost_map = (image_data - region_means[i]) ** 2\n",
"# cost_maps.append(cost_map)\n",
"\n",
"# Inverted image\n",
"cost_maps = []\n",
"for i in range(n_layers):\n",
" cost_map = 255 - image_data\n",
" cost_maps.append(cost_map)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"View the cost maps."
]
},
{
"cell_type": "code",
"image/png": "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\n",
"text/plain": [
"<Figure size 1008x720 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"cols = 3\n",
"rows = int(np.ceil(n_layers / cols))\n",
"\n",
"gs = gridspec.GridSpec(rows, cols)\n",
"fig = plt.figure(figsize=(14,10))\n",
"for i in range(n_layers):\n",
" ax = fig.add_subplot(gs[i])\n",
" ax.set_title(f'Layer {i}')\n",
" \n",
"fig.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.4 Use the layer surface tool and detect the layers"
]
},
{
"cell_type": "code",
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Maximum flow/minimum energy: 191604\n"
]
}
],
"source": [
"# Create a MaxFlowBuilder object\n",
"builder = MaxflowBuilder()\n",
"\n",
"# Create a list of GraphObject layers using our image\n",
"layers = []\n",
"for i in range(n_layers-1):\n",
" layers.append(GraphObject(cost_maps[i]))\n",
"builder.add_objects(layers)\n",
"\n",
"# Add region cost layers\n",
"for i in range(n_layers-1):\n",
" builder.add_layered_region_cost(layers[i], cost_maps[i], cost_maps[i+1])\n",
" \n",
"# Add boundary costs\n",
"builder.add_layered_boundary_cost()\n",
"\n",
"# Add a smoothness requirement\n",
"builder.add_layered_smoothness(delta=1)\n",
"\n",
"# Add constraints to the distance between the layers if you have more than 1 boundaries to segment\n",
"# builder.add_layered_containment(layers[0], layers[1], min_margin=0, max_margin=150)\n",
"\n",
"# Find the maximum flow\n",
"flow = builder.solve()\n",
"print('Maximum flow/minimum energy:', flow)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.5 Display results"
]
},
{
"cell_type": "code",
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x432 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"segmentations = [builder.what_segments(l).astype(np.int32) for l in layers]\n",
"segmentation_lines = [np.argmin(s, axis=0) - 0.5 for s in segmentations]\n",
"helpers.display_results(image_data, segmentations, segmentation_lines)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}