CHAPTER 01
EP01_01— 📏 Three distance metrics in DIPEP01_02— 📊 Predictive Performance — ML Metrics in CVEP01_03— 📈 Mean Average Precision (mAP) — Precision-Recall CurveEP01_04— 🖼️ Reading and Information from a Matrix ImageEP01_05— 🔄 Negative of a Grayscale ImageEP01_06— 🎨 RGB → Grayscale Conversion (ITU-R BT.601)EP01_07— ⚫ Manual Thresholding: Binary ImageEP01_08— 🎨 Intensity Range RemappingEP01_09— 🏁 Checkerboard Pattern: Chess MatrixEP01_10— 📄 Metadata: Reading a PGM FileEP01_11— 📈 Neighborhood Analysis: 1D Maximum Filter
CHAPTER 02
EP02_01— ☀️ Brightness and Contrast AdjustmentEP02_02— 🔬 Spatial SubsamplingEP02_03— 🎨 Gray Level QuantizationEP02_04— 📐 Distance Transform in Binary ImagesEP02_05— ➡️ Image TranslationEP02_06— 🔄 Image RotationEP02_07— 🔍 Resizing (Scaling)EP02_08— 🔀 Shear TransformationEP02_09— 🧩 Generic Affine TransformationEP02_10— 🎯 Perspective Correction (Homography)EP02_11— 🏆 Perspective Correction (Homography) in a Real Image
CHAPTER 03
EP03_01— ➕ Saturated Addition of a ConstantEP03_02— 🔀 Alpha Blending of Two ImagesEP03_03— 🎭 Image Inversion (Photographic Negative)EP03_04— 📊 Histogram Equalization (L bits)EP03_05— 🔲 Binary AND Mask ApplicationEP03_06— 🌫️ N×N Mean Filter KernelEP03_07— 🔍 Laplacian Operator (w4) for Edge EnhancementEP03_08— 🧭 Sobel Gradient: Gx and GyEP03_09— 📡 3×3 Median FilterEP03_10— ✨ Unsharp Masking (USM)
CHAPTER 04
EP04_01— 🎚️ Global Thresholding with a Fixed ThresholdEP04_02— 📊 Otsu’s Automatic ThresholdingEP04_03— 🌱 Flat Binary Dilation (mm.dil0)EP04_04— 🪨 Binary Erosion by Flat Structuring Element (mm.ero0)EP04_05— 🧹 Morphological Opening (Noise Removal)EP04_06— 🧩 Morphological Closing (Filling of Gaps)EP04_07— ⛰️ Weighted Dilation and Erosion (mm.dil1 / mm.ero1)EP04_08— 🌋 Morphological Gradient, Top-hat, and Black-hatEP04_09— 🗺️ Distance Transform and the Object’s “Core”EP04_10— 🪙 Blob Separation, Labeling, and Descriptors
CHAPTER 05
EP05_01— 🟢 Ideal Low-Pass Filter by Distance in the SpectrumEP05_02— 🟡 Notch Filter: Removing Periodic PeaksEP05_03— 🟠 DCT Quantization: The True Source of CompressionEP05_04— 🔴 Implementing the 2D DFT from the DefinitionEP05_05— 🏆 Complete JPEG Pipeline: DCT, Quantization, and Reconstruction