A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
COMPONENT HEALTH MONITORING SYSTEM USING COMPUTER VISION
A component health monitoring system may include an optical system configured to irradiate an area containing a work implement and including a surface of a component to be inspected in a position mounted on the work implement, and a sensor configured to capture a target image of the area. An image processor may receive the target image from the sensor and analyze the target image, determine a first feature set including directional changes in image intensity for the target image, retrieve a reference image from a memory, and determine a second feature set for the reference image. The image processor may also build and train a model for use by a classifier that segregates feature sets determined from a plurality of target images into a first classification that includes features that characterize a portion of an image including the component with dimensions that fall within acceptable thresholds, and a second classification. A notification module notifies an operator of the machine when the image processor classifies a new target image as falling within the second classification.
COMPONENT HEALTH MONITORING SYSTEM USING COMPUTER VISION
A component health monitoring system may include an optical system configured to irradiate an area containing a work implement and including a surface of a component to be inspected in a position mounted on the work implement, and a sensor configured to capture a target image of the area. An image processor may receive the target image from the sensor and analyze the target image, determine a first feature set including directional changes in image intensity for the target image, retrieve a reference image from a memory, and determine a second feature set for the reference image. The image processor may also build and train a model for use by a classifier that segregates feature sets determined from a plurality of target images into a first classification that includes features that characterize a portion of an image including the component with dimensions that fall within acceptable thresholds, and a second classification. A notification module notifies an operator of the machine when the image processor classifies a new target image as falling within the second classification.
COMPONENT HEALTH MONITORING SYSTEM USING COMPUTER VISION
DANDIBHOTLA VENKATA BHAGAVATHI (author) / MASCARENHAS ALOKE JUDE (author) / HERRERA DE KONTZ MARIA CRISTINA (author)
2017-04-13
Patent
Electronic Resource
English
Benchmark studies for Structural Health Monitoring using computer vision
| British Library Conference Proceedings | 2008
Smart structural health monitoring using computer vision and edge computing
| Elsevier | 2024
Computer vision techniques for construction safety and health monitoring
| Tema Archive | 2015
Cost Effective Computer Vision Based Structural Health Monitoring Using Adaptive LMS Filters
| British Library Conference Proceedings | 2009