Iterative Image Reconstruction Using Random Probe Positioning

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Solution Overview

Problem

Existing image data generation methods face limitations in accuracy due to the precision of movement between the object and radiation or probe positions, leading to periodic artefacts and reduced image resolution, especially with short-wavelength radiation like X-rays or electrons.

Innovation Solution

A method that estimates both the object and probe functions iteratively, updating their wave fronts based on detected radiation, and uses a non-sequential, random or pseudo-random ordering of probe positions to improve image data quality and convergence rate, while correcting for position errors using offset vectors.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If movement between object and radiation/probe positions is used to capture scattered radiation at multiple positions, then image data can be obtained from multiple angles, but positioning accuracy limitations cause periodic artefacts and reduced image resolution

Engineering Contradiction:
Improveimage resolutionVSAvoidpositioning accuracy
Core Design Contradiction:
Measurement precisionVSManufacturing precision

Solution Approach 1:

The patent replaces the mechanical positioning system with a computational approach. Instead of relying on precise physical movement of the radiation source or object to multiple positions, the method uses a single measurement at the object's actual position and computationally reconstructs what the measurement would have been at any other position. This substitution of mechanical movement with computational reconstruction eliminates positioning errors and periodic artefacts while maintaining the ability to generate image data from multiple virtual angles.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The patent creates virtual copies of measurements by computationally calculating what the scattered radiation intensity would be at positions other than where the object is actually located. By using the measured scattered radiation pattern and mathematical models of radiation scattering, the system generates synthetic measurement data for multiple probe positions without physically moving the object or radiation source, thereby avoiding positioning inaccuracies.

Inventive Principle:
Principle #26Copying

2Measurement precision

If iterative processes are used to reconstruct image data from scattered radiation, then image quality can be improved, but convergence rate may be slow

Engineering Contradiction:
Improveimage qualityVSAvoidconvergence time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The patent performs preliminary computational setup by pre-calculating scattering patterns and establishing mathematical relationships between scattered radiation measurements and object characteristics before the actual iterative reconstruction begins. This preliminary preparation includes modeling the radiation scattering behavior and setting up the computational framework, which accelerates the subsequent iterative process by reducing the computational burden during convergence.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent implements an iterative reconstruction process where each iteration uses feedback from previous measurements and calculations to progressively improve the image estimate. The method compares reconstructed image predictions with actual scattered radiation measurements and adjusts the reconstruction parameters accordingly, with the computational efficiency enhanced by the preliminary setup that avoids redundant calculations in each iteration.

Inventive Principle:
Principle #23Feedback

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

This approach enhances image resolution, reduces noise, and improves the convergence rate of image data generation, effectively mitigating the limitations of previous methods by providing more accurate and higher-quality image data.

Implementation Method 1

An intensity of radiation scattered by the target object is detected using at least one detector

Methodology Applied
Scientific EffectScattering: Scattering

Data Source

PatentEP2702556B1A method and apparatus for providing image data for constructing an image of a region of a target object
Publication Date: 2017.10.18 PHASE FOCUS
  • EP2702556B1 patent drawing
  • EP2702556B1 patent drawing
  • EP2702556B1 patent drawing

AI summary

Embodiments of the present invention provide a method (200) of providing image data for constructing an image of a region of a target object, comprising detecting, by at least one detector (40), at least a portion of radiation scattered by a target object (30) with the incident radiation (10) or an aperture at a predetermined probe position, determining an offset vector (203) for reducing an error associated with the probe position (201), estimating a wavefront (210) based on a probe function having the offset vector applied to the probe position, and providing image data responsive to the detected radiation.