diff --git a/notebooks/hologram_propagation.ipynb b/notebooks/hologram_propagation.ipynb index c68ac83..9938b45 100644 --- a/notebooks/hologram_propagation.ipynb +++ b/notebooks/hologram_propagation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 31, "id": "2186df23-7fda-449e-accc-37fe905a0a13", "metadata": {}, "outputs": [], @@ -15,13 +15,14 @@ "import matplotlib.pyplot as plt\n", "from collections import defaultdict\n", "\n", - "sys.path.append(\"../src\")\n", - "from gradient import compute_gradient_metrics" + "#sys.path.append(\"../src\")\n", + "from sharpness import compute_all_metrics\n", + "from sharpness.transforms import GaussianBlur, GaussianNoise, AdjustBrightness" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 32, "id": "1c8983fb-a566-4c89-98d6-e34a38f48bff", "metadata": {}, "outputs": [], @@ -36,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 33, "id": "01410f62-4862-43c2-963e-7b2588b57406", "metadata": {}, "outputs": [], @@ -46,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 34, "id": "e9eeb5a2-7dc2-4110-9d12-84f302d573f6", "metadata": {}, "outputs": [], @@ -56,17 +57,17 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 35, "id": "867bbaac-4024-4ab1-b1df-2f0067509325", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 26, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, @@ -104,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 36, "id": "184e7f1d-45e1-460c-8a35-52cdf9e7643f", "metadata": {}, "outputs": [], @@ -216,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 37, "id": "215b4cf0-c73c-41fc-9945-6bef14c07669", "metadata": {}, "outputs": [], @@ -224,6 +225,27 @@ "propagator = WavePropagator(data_path, device = device)" ] }, + { + "cell_type": "code", + "execution_count": 38, + "id": "89e23da8-4546-4e34-9f26-2b3f199826c7", + "metadata": {}, + "outputs": [], + "source": [ + "noise = True" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "e2fd7a9b-bdb6-4867-9d87-3a70ef679356", + "metadata": {}, + "outputs": [], + "source": [ + "subselection = subselection = propagator.z_centers[::100]\n", + "size = 128" + ] + }, { "cell_type": "code", "execution_count": 29, @@ -234,7 +256,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 100/100 [05:36<00:00, 3.36s/it]\n" + "100%|██████████| 10/10 [02:01<00:00, 12.10s/it]\n" ] } ], @@ -242,8 +264,8 @@ "image = f[\"image\"].isel(hologram_number=0).values\n", "bulk_metrics = defaultdict(list)\n", "\n", - "subselection = propagator.z_centers[::10]\n", - "#propped_images = np.zeros((len(propagator.z_centers), synth_image.shape[0], synth_image.shape[1]))\n", + "#subselection = propagator.z_centers[::10]\n", + "frames = np.zeros((len(propagator.z_centers), image.shape[0], image.shape[1]))\n", "for k, z in tqdm.tqdm(enumerate(subselection), total = len(subselection)):\n", " # prop\n", " zp_im = propagator.torch_holo_set(\n", @@ -254,9 +276,22 @@ " prop_im = torch.abs(zp_im).cpu().numpy()\n", " # Phase\n", " #prop_phase = torch.angle(zp_im).cpu().numpy()\n", - " #propped_images[k] = prop_im\n", + " frames[k] = prop_im\n", + " \n", + " if noise:\n", + " prop_im -= prop_im.min()\n", + " prop_im /= prop_im.max()\n", + " \n", + " # Apply the GaussianBlur transformation to the image\n", + " prop_im = GaussianBlur(rate=1, sigma=2.1252219359742823)(prop_im)\n", + "\n", + " # Apply the GaussianNoise transformation to the image\n", + " prop_im = GaussianNoise(rate=1, noise=0.3258530643453389)(prop_im)\n", + "\n", + " # Apply the Brightness adjustment transformation to the image\n", + " prop_im = AdjustBrightness(rate=1, brightness=1.269735791766263)(prop_im)\n", " \n", - " grad_metrics = compute_gradient_metrics(image / 255., prop_im / 255.)\n", + " grad_metrics = compute_all_metrics(image[:size] / 255., prop_im[:size] / 255.)\n", " for m, v in grad_metrics.items():\n", " bulk_metrics[m].append(v)" ] @@ -269,9 +304,9 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -284,7 +319,7 @@ "num_cols = 2 # Number of columns\n", "num_rows = (num_metrics + 1) // 2 # Calculate the number of rows needed\n", "\n", - "fig, axs = plt.subplots(num_rows, num_cols, figsize=(12, 12))\n", + "fig, axs = plt.subplots(num_rows, num_cols, figsize=(12, 12), sharex = \"col\")\n", "\n", "z_centers = [1e-6 * xx for xx in subselection]\n", "# Loop over metric keys and values\n", @@ -294,8 +329,8 @@ "\n", " axs[row, col].plot(z_centers, metric_values, marker='o', linestyle='-', color='b')\n", " axs[row, col].set_title(metric_key)\n", - " axs[row, col].set_xlabel(r'z ($\\mu$m)')\n", " axs[row, col].set_ylabel('Value')\n", + "axs[row, col].set_xlabel(r'z ($\\mu$m)')\n", "\n", "# Remove empty subplots (if any)\n", "if num_metrics % 2 == 1:\n", @@ -308,7 +343,7 @@ { "cell_type": "code", "execution_count": null, - "id": "1875c704-5fe4-4dc3-a88c-2a7634359a3c", + "id": "1b9b5b40-7c85-43dd-b3c7-373f96d786da", "metadata": {}, "outputs": [], "source": [] diff --git a/src/__init__.py b/src/__init__.py index 8424fec..d33b049 100644 --- a/src/__init__.py +++ b/src/__init__.py @@ -18,7 +18,7 @@ grad_total_variation ) from .fourier import ( - fourier_image_similarity, + fourier_rmse, fourier_total_variation ) from .wavelet import ( @@ -37,10 +37,10 @@ "grad-ds": gradient_difference_similarity, "grad-rmse": gradient_rmse, "laplace-rmse": laplacian_rmse, + "fourier-rmse": fourier_rmse, "hist-int": histogram_intersection, #"gpd": gradient_profile_difference, "hog-pearson": hog_pearson, - "fourier-similarity": fourier_image_similarity, "wavelet-similarity": wavelet_image_similarity, "tv": total_variation, "grad-tv": grad_total_variation, diff --git a/src/fourier.py b/src/fourier.py index 6715774..6e9bb8f 100644 --- a/src/fourier.py +++ b/src/fourier.py @@ -7,19 +7,14 @@ def compute_power_spectrum(image): power_spectrum = np.abs(f_transform) ** 2 return power_spectrum -def fourier_image_similarity(image1, image2): +def fourier_rmse(image1, image2): # Compute power spectra of both images power_spectrum1 = compute_power_spectrum(image1) power_spectrum2 = compute_power_spectrum(image2) - # Compute the normalized cross-correlation between power spectra - cross_correlation = np.real(np.fft.ifft2(np.fft.fft2(power_spectrum1) * np.conj(np.fft.fft2(power_spectrum2)))) - cross_correlation /= np.max(cross_correlation) - - # The maximum value of the cross-correlation indicates similarity - similarity_score = np.max(cross_correlation) - - return similarity_score + # Compute the mean squared error between power spectra + mse = np.mean((power_spectrum1-power_spectrum2)**2) + return np.sqrt(mse) def fourier_total_variation(image): f_transform = np.fft.fft2(image) @@ -32,5 +27,5 @@ def fourier_total_variation(image): image1 = camera() image2 = camera() - similarity_score = fourier_image_similarity(image1, image2) - print("Similarity Score:", similarity_score) + fourier_mse = fourier_mse(image1, image2) + print("Fourier power spectrum MSE:", fourier_mse)