Fundamentals of Machine Vision, Digital Imaging, and Halcon-Based Processing
Machine Vision System Architecture
A typical machine vision pipeline consists of illumination, optics, a camera sensor, a frame grabber or acquisision interface, an image processing unit, and a human-machine interaction layer. The hardware stack defines the quality of captured signals before any software analysis begins.
Illumination Strategies ...
Posted on Sat, 29 Aug 2026 16:37:18 +0000 by Xyphon
Image Segmentation Using Graph Cut and K-Means Clustering
Objective
Understand graph cut operations and implement interactive segmentation by providing foreground and background markers on an image or selecting a region containing the foreground using a bounding box.
Implement image segmentation using clustering methods (K-means algorithm).
Implementation
1. Interactive Segmentation with Graph Cut
I ...
Posted on Mon, 10 Aug 2026 16:43:28 +0000 by apaxson