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Digital Holography as Computer Vision Position Sensor with an Extended Range of Working Distances.
Miguel Asmad Vergara1,2, Maxime Jacquot3, Guillaume J Laurent4
1FEMTO-ST Institute, Université Bourgogne Franche-Comté, CNRS, 25000 Besançon, France. masmad@pucp.edu.pe.
Sensors (Basel, Switzerland)
|June 23, 2018
Summary
Digital holography overcomes depth-of-field limits in computer vision for micro-scale applications. This lensless technique enables precise in-plane position sensing over an extended range, enhancing visual measurement capabilities.
Area of Science:
- Optics and Photonics
- Computer Vision
- Metrology
Background:
- Traditional computer vision methods face limitations in micro-scale applications due to finite depth-of-field and fixed working distances.
- Refractive imaging systems are constrained by the physical properties of lenses, restricting their operational range and resolution.
- Digital holography offers a lensless alternative, overcoming these inherent limitations of conventional imaging.
Purpose of the Study:
- To apply digital holography for artificial visual in-plane position sensing.
- To achieve an extra-large range-to-resolution ratio for displacement measurements.
- To extend the applicability of computer vision in scenarios with demanding working distances.
Main Methods:
- Utilizing digital holography, a lensless imaging technique that records and numerically reconstructs optical wavefronts.
- Employing a pseudoperiodic pattern on the object to enable subpixel resolution and a wide field-of-observation displacement range.
- Reconstructing the object numerically by backward propagation of the recorded wavefront, allowing arbitrary adjustment of object distance.
Main Results:
- Demonstrated an in-plane resolution of 50 nm in X and Y, and 0.002 degrees in rotation (theta).
- Achieved measurements over a working distance range exceeding 15 cm.
- Defined an operational workspace of 12x10x150 mm³ for the sensing system.
Conclusions:
- Digital holography significantly expands the application scope of computer vision, particularly for micro-scale measurements.
- The lensless nature of digital holography removes the depth-of-field and working distance constraints of refractive systems.
- This technique provides a powerful solution for high-resolution, long-range in-plane position sensing.
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