Geometric Transforms: Affine vs Perspective (Homography)

Computer Vision Mastery 19 min min read Updated: Mar 03, 2026 Intermediate
Progress 6 / 8
📑 Table of Contents
Introduction to Computer Vision
Image Fundamentals & Digital Image Processing
Image Preprocessing & Augmentation
Feature Extraction & Classical Computer Vision
Convolutional Neural Networks (CNNs)
Advanced CNN Architectures
Object Detection & Localization
Image Segmentation Techniques
Transfer Learning in Computer Vision
Vision Transformers (ViT) & Modern Architectures
Face Recognition & Biometric Systems
Video Analysis & Action Recognition
Model Evaluation & Metrics in Computer Vision
Computer Vision Deployment & MLOps
Advanced Topics & Research in Computer Vision
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Geometric Transforms: Affine vs Perspective (Homography)
Intermediate Topic 6 of 8

Geometric Transforms: Affine vs Perspective (Homography)

Affine

Rotation, translation, scaling; preserves parallel lines.

Perspective

Models viewpoint changes; critical in document scanning.

Consistency

Keep the same transform logic in train and inference.

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