6533b85afe1ef96bd12b9ffc

RESEARCH PRODUCT

A New Method to Measure 3D Textile Defects by Using Dual-lens Camera

Christophe CudelJun XuStéphane FontaineSophie KohlerMarie Louise KlotzOlivier Haeberlé

subject

Engineering[ INFO.INFO-TS ] Computer Science [cs]/Signal and Image ProcessingBase (geometry)Measure (physics)ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONHomographyConveyor belt[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processingStereovisionlaw.invention[INFO.INFO-TS]Computer Science [cs]/Signal and Image ProcessinglawNonwovenCalibrationComputer visionWeavingGlass fiber fabricbusiness.industryGeneral EngineeringLens (optics)ScrollingTextile defectComputer visionArtificial intelligencebusiness[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingHomography (computer vision)

description

International audience; Industrial textile fabric with functionalization always has a high standard requirement. Take polytetrafluoroethylene (PTFE) conveyor belt as an example, the base fabrics must be of first-rate quality, with no weaving faults or broken fibers on coated surface [1]. In a previous work, we have proposed an original method to measure the height of the fiber based on variable homography. This measurement is based on a single camera acquiring two successive frames. This scheme is working well, but measurement depends on conveyor speed used for scrolling fabric. In this paper, we propose an improvement by using a new acquisition device based on two mini-lenses assembled as a dual-objective. With this device, variable homography modeling leads to 3-D online inspection whatever fabric speed with a simplified calibration procedure compared to classic stereovision approaches.

https://hal.archives-ouvertes.fr/hal-00984503