WEAR AND LOSS DETECTION SYSTEM AND METHOD USING BUCKET-TOOL TEMPLATES

WEAR AND LOSS DETECTION SYSTEM AND METHOD USING BUCKET-TOOL TEMPLATES

A wear detection system can be configured to capture a video stream from a camera associated with a work machine. The video stream includes a plurality of images associated with a bucket with a plurality of teeth of the work machine. The system can also be configured to segment the plurality of imag...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: PETRANY, Peter, Joseph, RAM, Shastri
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DREDGING
FIXED CONSTRUCTIONS
FOUNDATIONS
HYDRAULIC ENGINEERING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
SOIL SHIFTING
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Beschreibung
Zusammenfassung:A wear detection system can be configured to capture a video stream from a camera associated with a work machine. The video stream includes a plurality of images associated with a bucket with a plurality of teeth of the work machine. The system can also be configured to segment the plurality of images using a bucket-tool template including a template image of the bucket having a plurality of unworn tools and select an image for wear detection based on the segmenting. The system is also configured to identify the plurality of teeth in the selected image based at least in part on locations of the plurality of unworn tools in the bucket-tool template. The system is also configured to determine a wear level for the plurality of teeth by comparing the plurality of teeth from the selected image with the plurality of unworn tools from the bucket-tool template.