LumiScan Ecosystem: Object Shape Detection
LumiScan Template Finder
LumiScan Template Finder locates a known part in a camera image from a small picture of it, the template. This template matching app reports where the part is, how confident the match is and at which scale and rotation it was found – for presence checks, robot picks and orientation checks in machine vision.
Templates are cut straight from the live camera image, in the real lighting and at the real working distance, with no file transfer or image editor. The rotation and scale range to search is set per module.
Features
- Templates cut from the live camera image
- Search over a configurable range of rotations and scales
- Oriented bounding box, confidence, scale and rotation for every match
- Results sorted by confidence – the best match comes first
- Several modules share one template directory
Typical applications
- Presence checks
- Position feedback for robot picks
- Orientation checks before an assembly step
- Parts lying at an unknown angle
Integration
- ctrlX OS (ctrlX CORE or ctrlX IPC) with the ctrlX Data Layer
- Windows 11 or Ubuntu 24.04 with LumiScan Keryx
- Control from a ctrlX PLC on the same device, or via OPC UA on a PC
- Images from LumiScan Cam Driver for GenICam cameras on the same device
- Matches drawn at their angle in LumiScan Cockpit