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DS-for-LA/notebooks/05_svd_image_denoising.ipynb
Pawel Sarkowicz a186e08847 redundancy
2026-03-30 18:47:59 -04:00

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{
"cells": [
{
"cell_type": "markdown",
"id": "6ae6c7f8",
"metadata": {},
"source": [
"# Spectral Image Denoising via Truncated SVD\n",
"\n",
"This notebook extracts the image denoising project into a standalone workflow and extends it from **grayscale images** to **actual color images**.\n",
"\n",
"The core idea is the same as in the original write-up: if an image matrix has singular value decomposition\n",
"$$\n",
"A = U \\Sigma V^T,\n",
"$$\n",
"then the best rank-$k$ approximation to $A$ in Frobenius norm is obtained by truncating the SVD. This is the **EckartYoungMirsky theorem**.\n",
"\n",
"For a grayscale image, the image is a single matrix. For an RGB image, we treat the image as **three matrices**, one for each channel, and apply truncated SVD to each channel separately."
]
},
{
"cell_type": "markdown",
"id": "31a665c9",
"metadata": {},
"source": [
"## Outline\n",
"\n",
"1. Load an image from disk\n",
"2. Convert it to grayscale or keep it in RGB\n",
"3. Add synthetic Gaussian noise\n",
"4. Compute a truncated SVD reconstruction\n",
"5. Compare the original, noisy, and denoised images\n",
"6. Measure quality using MSE and PSNR\n",
"\n",
"This notebook is written so that you can use **your own image files** directly."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "88584c56",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from PIL import Image\n",
"from pathlib import Path"
]
},
{
"cell_type": "markdown",
"id": "30e96441",
"metadata": {},
"source": [
"## A note on color images\n",
"\n",
"For a grayscale image, SVD applies directly to a single matrix. For a color image $A \\in \\mathbb{R}^{n \\times p \\times 3}$, we write\n",
"$$\n",
"A = (A_R, A_G, A_B),\n",
"$$\n",
"where each channel is an $n \\times p$ matrix. We then compute a rank-$k$ approximation for each channel:\n",
"$$\n",
"A_R \\approx (A_R)_k,\\qquad\n",
"A_G \\approx (A_G)_k,\\qquad\n",
"A_B \\approx (A_B)_k,\n",
"$$\n",
"and stack them back together.\n",
"\n",
"This is the most direct extension of the grayscale method, and it works well as a first linear-algebraic treatment of color denoising."
]
},
{
"cell_type": "markdown",
"id": "f275cbc9",
"metadata": {},
"source": [
"## Helper functions\n",
"\n",
"We begin with some utilities for:\n",
"- loading images,\n",
"- adding Gaussian noise,\n",
"- reconstructing rank-$k$ approximations,\n",
"- computing image-quality metrics."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "21adfcaf",
"metadata": {},
"outputs": [],
"source": [
"def load_image(path, mode=\"rgb\"):\n",
" \"\"\"\n",
" Load an image from disk.\n",
"\n",
" Parameters\n",
" ----------\n",
" path : str or Path\n",
" Path to the image file.\n",
" mode : {\"rgb\", \"gray\"}\n",
" Whether to load the image as RGB or grayscale.\n",
"\n",
" Returns\n",
" -------\n",
" np.ndarray\n",
" Float image array scaled to [0, 255].\n",
" Shape is (H, W, 3) for RGB and (H, W) for grayscale.\n",
" \"\"\"\n",
" path = Path(path)\n",
" img = Image.open(path)\n",
"\n",
" if mode.lower() in {\"gray\", \"grayscale\", \"l\"}:\n",
" img = img.convert(\"L\")\n",
" else:\n",
" img = img.convert(\"RGB\")\n",
"\n",
" return np.asarray(img, dtype=np.float64)\n",
"\n",
"\n",
"def show_image(img, title=None):\n",
" \"\"\"Display a grayscale or RGB image.\"\"\"\n",
" plt.figure(figsize=(6, 6))\n",
" if img.ndim == 2:\n",
" plt.imshow(np.clip(img, 0, 255), cmap=\"gray\", vmin=0, vmax=255)\n",
" else:\n",
" plt.imshow(np.clip(img, 0, 255).astype(np.uint8))\n",
" if title is not None:\n",
" plt.title(title)\n",
" plt.axis(\"off\")\n",
" plt.show()\n",
"\n",
"\n",
"def add_gaussian_noise(img, sigma=25, seed=0):\n",
" \"\"\"\n",
" Add Gaussian noise to an image.\n",
"\n",
" Parameters\n",
" ----------\n",
" img : np.ndarray\n",
" Image array in [0, 255].\n",
" sigma : float\n",
" Standard deviation of the noise.\n",
" seed : int\n",
" Random seed for reproducibility.\n",
"\n",
" Returns\n",
" -------\n",
" np.ndarray\n",
" Noisy image clipped to [0, 255].\n",
" \"\"\"\n",
" rng = np.random.default_rng(seed)\n",
" noisy = img + rng.normal(loc=0.0, scale=sigma, size=img.shape)\n",
" return np.clip(noisy, 0, 255)\n",
"\n",
"\n",
"def truncated_svd_matrix(A, k):\n",
" \"\"\"\n",
" Return the rank-k truncated SVD approximation of a 2D matrix A.\n",
" \"\"\"\n",
" U, s, Vt = np.linalg.svd(A, full_matrices=False)\n",
" k = min(k, len(s))\n",
" return (U[:, :k] * s[:k]) @ Vt[:k, :]\n",
"\n",
"\n",
"def truncated_svd_image(img, k):\n",
" \"\"\"\n",
" Apply truncated SVD to a grayscale or RGB image.\n",
"\n",
" For RGB images, truncated SVD is applied channel-by-channel.\n",
"\n",
" Parameters\n",
" ----------\n",
" img : np.ndarray\n",
" Shape (H, W) for grayscale or (H, W, 3) for RGB.\n",
" k : int\n",
" Truncation rank.\n",
"\n",
" Returns\n",
" -------\n",
" np.ndarray\n",
" Reconstructed image clipped to [0, 255].\n",
" \"\"\"\n",
" if img.ndim == 2:\n",
" recon = truncated_svd_matrix(img, k)\n",
" return np.clip(recon, 0, 255)\n",
"\n",
" if img.ndim == 3:\n",
" channels = []\n",
" for c in range(img.shape[2]):\n",
" channel_recon = truncated_svd_matrix(img[:, :, c], k)\n",
" channels.append(channel_recon)\n",
" recon = np.stack(channels, axis=2)\n",
" return np.clip(recon, 0, 255)\n",
"\n",
" raise ValueError(\"Image must be either 2D (grayscale) or 3D (RGB).\")\n",
"\n",
"\n",
"def mse(A, B):\n",
" \"\"\"Mean squared error between two images.\"\"\"\n",
" return np.mean((A.astype(np.float64) - B.astype(np.float64)) ** 2)\n",
"\n",
"\n",
"def psnr(A, B, max_val=255.0):\n",
" \"\"\"Peak signal-to-noise ratio in decibels.\"\"\"\n",
" err = mse(A, B)\n",
" if err == 0:\n",
" return np.inf\n",
" return 10 * np.log10((max_val ** 2) / err)"
]
},
{
"cell_type": "markdown",
"id": "fe1d4932",
"metadata": {},
"source": [
"## Choose an image"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "42bafca5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image shape: (3456, 5184, 3)\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"IMAGE_PATH = \"../images/bella.jpg\" \n",
"MODE = \"rgb\" # use \"gray\" for grayscale, \"rgb\" for color\n",
"\n",
"img = load_image(IMAGE_PATH, mode=MODE)\n",
"print(\"Image shape:\", img.shape)\n",
"show_image(img, title=f\"Original image ({MODE})\")"
]
},
{
"cell_type": "markdown",
"id": "05e52222",
"metadata": {},
"source": [
"## Add synthetic Gaussian noise\n",
"\n",
"We add noise so that the denoising effect is visible and measurable."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "528e69b3",
"metadata": {},
"outputs": [
{
"ename": "AttributeError",
"evalue": "'numpy.ndarray' object has no attribute 'save'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[4], line 6\u001b[0m\n\u001b[1;32m 2\u001b[0m seed \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m 4\u001b[0m img_noisy \u001b[38;5;241m=\u001b[39m add_gaussian_noise(img, sigma\u001b[38;5;241m=\u001b[39msigma, seed\u001b[38;5;241m=\u001b[39mseed)\n\u001b[0;32m----> 6\u001b[0m \u001b[43mimg_noisy\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msave\u001b[49m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../images/bella_noisy.jpg\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 8\u001b[0m show_image(img_noisy, title\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNoisy image (sigma=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00msigma\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
"\u001b[0;31mAttributeError\u001b[0m: 'numpy.ndarray' object has no attribute 'save'"
]
}
],
"source": [
"sigma = 25\n",
"seed = 0\n",
"\n",
"img_noisy = add_gaussian_noise(img, sigma=sigma, seed=seed)\n",
"\n",
"img_noisy.save('../images/bella_noisy.jpg')\n",
"\n",
"show_image(img_noisy, title=f\"Noisy image (sigma={sigma})\")"
]
},
{
"cell_type": "markdown",
"id": "1bbcc1d8",
"metadata": {},
"source": [
"## Visualizing rank-$k$ reconstructions\n",
"\n",
"For small $k$, the reconstruction captures only coarse structure.\n",
"As $k$ increases, more detail returns. For denoising, there is often a useful middle ground:\n",
"enough singular values to preserve structure, but not so many that we reintroduce noise."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "563df53a",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import math\n",
"\n",
"ks = [5, 20, 50, 100]\n",
"\n",
"# Collect all images + titles\n",
"images = []\n",
"titles = []\n",
"\n",
"# Original\n",
"images.append(img)\n",
"titles.append(\"Original\")\n",
"\n",
"# Noisy\n",
"images.append(img_noisy)\n",
"titles.append(\"Noisy\")\n",
"\n",
"# Reconstructions\n",
"for k in ks:\n",
" recon = truncated_svd_image(img_noisy, k)\n",
" images.append(recon)\n",
" titles.append(f\"k = {k}\")\n",
"\n",
"# Grid setup\n",
"ncols = 2\n",
"nrows = math.ceil(len(images) / ncols)\n",
"\n",
"fig, axes = plt.subplots(nrows, ncols, figsize=(6 * ncols, 4 * nrows))\n",
"axes = axes.flatten() # easier indexing\n",
"\n",
"# Plot everything\n",
"for i, (ax, im, title) in enumerate(zip(axes, images, titles)):\n",
" if im.ndim == 2:\n",
" ax.imshow(im, cmap=\"gray\", vmin=0, vmax=255)\n",
" else:\n",
" ax.imshow(np.clip(im, 0, 255).astype(np.uint8))\n",
" \n",
" ax.set_title(title)\n",
" ax.axis(\"off\")\n",
"\n",
"# Hide any unused axes\n",
"for j in range(len(images), len(axes)):\n",
" axes[j].axis(\"off\")\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('../images/bella_truncated_svd_multiplie_ks.png')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "309579fa",
"metadata": {},
"source": [
"## Quantitative evaluation\n",
"\n",
"We compare each reconstruction against the **clean original image**, not against the noisy one.\n",
"A good denoising rank should typically:\n",
"- reduce MSE relative to the noisy image,\n",
"- increase PSNR relative to the noisy image."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "56ce07ee",
"metadata": {},
"outputs": [],
"source": [
"baseline_mse = mse(img, img_noisy)\n",
"baseline_psnr = psnr(img, img_noisy)\n",
"\n",
"print(f\"Noisy image baseline -> MSE: {baseline_mse:.2f}, PSNR: {baseline_psnr:.2f} dB\")\n",
"\n",
"results = []\n",
"for k in ks:\n",
" recon = truncated_svd_image(img_noisy, k)\n",
" results.append((k, mse(img, recon), psnr(img, recon)))\n",
"\n",
"print(\"\\nRank-k reconstructions:\")\n",
"for k, m, p in results:\n",
" print(f\"k = {k:3d} | MSE = {m:10.2f} | PSNR = {p:6.2f} dB\")"
]
},
{
"cell_type": "markdown",
"id": "de9c3f3c",
"metadata": {},
"source": [
"## Automatic search over many values of $k$\n",
"\n",
"This is often useful because the best denoising rank is image-dependent."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e097dcf4",
"metadata": {},
"outputs": [],
"source": [
"candidate_ks = list(range(1, 151, 5))\n",
"\n",
"scores = []\n",
"for k in candidate_ks:\n",
" recon = truncated_svd_image(img_noisy, k)\n",
" scores.append((k, mse(img, recon), psnr(img, recon)))\n",
"\n",
"best_by_mse = min(scores, key=lambda x: x[1])\n",
"best_by_psnr = max(scores, key=lambda x: x[2])\n",
"\n",
"print(\"Best by MSE :\", best_by_mse)\n",
"print(\"Best by PSNR:\", best_by_psnr)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4b9dc5c7",
"metadata": {},
"outputs": [],
"source": [
"best_k = best_by_psnr[0]\n",
"best_recon = truncated_svd_image(img_noisy, best_k)\n",
"\n",
"fig, axes = plt.subplots(1, 3, figsize=(15, 5))\n",
"\n",
"if img.ndim == 2:\n",
" axes[0].imshow(img, cmap=\"gray\", vmin=0, vmax=255)\n",
" axes[1].imshow(img_noisy, cmap=\"gray\", vmin=0, vmax=255)\n",
" axes[2].imshow(best_recon, cmap=\"gray\", vmin=0, vmax=255)\n",
"else:\n",
" axes[0].imshow(np.clip(img, 0, 255).astype(np.uint8))\n",
" axes[1].imshow(np.clip(img_noisy, 0, 255).astype(np.uint8))\n",
" axes[2].imshow(np.clip(best_recon, 0, 255).astype(np.uint8))\n",
"\n",
"axes[0].set_title(\"Original\")\n",
"axes[1].set_title(\"Noisy\")\n",
"axes[2].set_title(f\"Best reconstruction (k={best_k})\")\n",
"\n",
"for ax in axes:\n",
" ax.axis(\"off\")\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('../images/bella_best_truncated.png')\n",
"plt.show()"
]
},
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"cell_type": "markdown",
"id": "1a3acfe5",
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"source": [
"## Remarks and possible extensions\n",
"\n",
"- The same rank $k$ was used for every color channel. You could instead choose different ranks per channel.\n",
"- You can test this on photographs, scanned documents, or screenshots.\n",
"- Truncated SVD is excellent for illustrating low-rank structure, but it is not the only denoising method.\n",
"- A more advanced next step would be to compare SVD denoising against:\n",
" - Gaussian blur,\n",
" - median filtering,\n",
" - wavelet denoising,\n",
" - non-local means,\n",
" - autoencoder-based denoising.\n",
"\n",
"For this notebook, though, the point is to keep the method squarely grounded in linear algebra."
]
}
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