The aim of DeMURA is to correct the production-based pixel to pixel luminance and chromaticity variation.

Modern single-pixel emitter displays such as OLED, microLED, and LED often suffer from production-related variations. The luminance and chromaticity can vary locally from pixel to pixel, resulting in a high-frequency non-uniformity and globally leading to a low-frequency non-uniformity. These variations degrade visual quality and consistency, making precise correction essential in both R&D and production.

Advanced Pixel Registration for Accurate Mapping

LMK DeMURA uses Advanced Pixel Registration (APR) to assign measured luminance values to the correct pixel index. Unlike conventional methods that switch off neighboring pixels and require multiple captures, APR uses a dense geometric registration pattern (point cloud) that inherently accounts for display and lens imperfections.

APR allows for:

  • Only one image capture per gray level / color channel
  • Faster measurement cycles and higher throughput
  • Reduced overhead in test setups

Excerpt of a geometric registration pattern according to APR followed by DeMURA test measurement patterns at three different grey levels

Single Shot Pixel Registration (SPR) for Production Speed

Under appropriate conditions, SPR (Single Shot Pixel Registration) enables one-time registration followed by fast mapping across multiple devices. SPR is suited for production lines where per-unit cycle time must be minimal.

Supported Display Technologies & Use Cases

LMK DeMURA is applicable to:

Integration & Workflow in Lab and Production

The DeMURA module is available as standalone software. It can operate in GUI mode (for lab use) or TCP/IP mode (for integration into production systems). It seamlessly fits into the LMK LabSoft environment, coordinating with other measurement modules (uniformity, luminance, spectral measurement).

Advantages of LMK DeMURA

  • Pixel-accurate correction for luminance and chromaticity nonuniformities
  • Faster workflows: reduced capture count per measurement
  • Effective Moiré suppression via phase compensation
  • High throughput solutions for mass production lines
  • Reliability: APR ensures robust mapping under real-world conditions
  • Seamless integration with LMK cameras, optics, and software modules
  • Scalable from laboratory use to automated production testing

RELEVANT PRODUCTS AND APPLICATIONS

Publications

International Conference on Display Technology (ICDT 2024)

In this contribution, we present typical practical implications of high magnification lenses required for camera-based microdisplay measurements and analyze their impact on existing measurement methods for DeMURA, resolution and contrast. Furthermore, we show hardware and software-based methods to improve or handle the shortcomings of these high-magnification lenses.
Authors: Ingo Rotscholl, Kilian Kirchhoff, Stefan Schramm, Bob Liu, Udo Krüger

International Conference on Display Technology (ICDT 2023)

This paper provides an overview of image stitching and its general advantages and challenges. Further, we introduce a novel stitching concept based on our advanced pixel registration (APR) procedure. It allows easy and comparable flexible stitching setups for DeMURA and uniformity measurements in laboratory and production environments.
Authors: Ingo Rotscholl, Bob Liu, Udo Krüger

International Meeting on Information Display (IMID 2022)

Modern single-pixel emitter displays such as OLED, MicroLEDs and LEDs suffer from production-related non-uniformity. The luminance and chromaticity can vary locally from pixel to pixel, resulting in a high-frequency non-uniformity and globally leading to a low-frequency non-uniformity. In order to correct these effects, luminance data of individual subpixels need to be measured. However, this is a very challenging and time-consuming task, especially for modern high-resolution displays.
To ensure a correct pixel registration (assigning the luminance to the correct pixel) in state of the art methods, display pixels are partially switched off [Patent US9135851B2]. However, this reduces cycle time and changes the average pixel level, which can affect the results.
We present a method to overcome these issues, called Advanced Pixel Registration (APR). It is based on a specific registration pattern applied during a teach-in process. An example pattern is provided in Figure 1 (left). After this initial registration, DeMURA measurements can be performed with only one image capture per input signal. The same is true for following displays during EOL testing, as small misalignments, which occur in production control environments as slight shifts, inclinations or rotations of the DUT (see Figure 2) can be corrected automatically.
This contribution validates the APR method using a flat and free-form curved display with methods similar to [] Feng, X. (2019), 78-2: Measurement and Evaluation of Subpixel Brightness for Demura. SID Symposium Digest of Technical Papers, 50: 1122-1125.]. The results show that the APR method can significantly improve the efficiency of DeMURA processes required for high-quality LED, OLED and MicroLED displays, regardless of their shape.
Authors: I. Rotscholl; S. Choi; U. Krüger

Society for Information Display 2022

Evaluation of single emitter-based display technologies like OLED and μLED at modern display resolutions requires high-resolution measurements. The typically used oversampling often negatively affect cycle times and ILMD complexity. In this contribution, we present, explain, and validate an alternative to performing high-resolution measurements despite the Moiré phenomenon.
Authors: I. Rotscholl, U. Krüger, F. Schmidt

International Conference on Display Technology (ICDT 2021)

In this contribution, we present and validate a DeMURA procedure using a one-shot approach that does not require massive oversampling. It bases on on-site calibration of the imaging condition in the setup by a specific teach pattern. It has only to be performed for the first sample. Slight misalignments of following displays are then automatically corrected. After that, the luminance of each display can be measured with a single measurement. The proposed method has the potential to facilitate high-precision calibration of pixel-level luminance under much more relaxed sampling conditions and higher speed compared to current methods.
Authors: I. Rotscholl, B. Liu; U. Krüger
Type:
Software
Applications:
Display
Measurands:
Color measurement Light measurement
Tasks:
Automation & Industry Development & Industry Science & Research