2020 – TODAY
Improvements for Automotive LCDs: Image Enhancement and Local Dimming (FALD)
International Display Workshop (IDW 2023)
Automotive displays must fulfill high requirements including outstanding optical performance. We report on the reduction of power consumption by image enhancement improving bright readability and by local dimming of LCDs (FALD). We also address halo and non-uniformity effects for FALD, which reduce image quality, by measurements and thresholds for perception.
Invited Paper: Reproducible Characterization of Microdisplays using Imaging Luminance Measurement Devices (ILMDs)
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.
Reproducibility Evaluations and Calibration Sensitivity of Slanted Line Display MTF Measurements in Oversampling Conditions
International Display Workshop (IDW 2023)
In this contribution we research calibration related impacts on
MTF measurements using the Slanted Line approach in
oversampling conditions. Based on this we propose a
simplified workflow of the Slanted Line MTF method and
conclude benefits and limitations of these setup conditions
MTF measurements using the Slanted Line approach in
oversampling conditions. Based on this we propose a
simplified workflow of the Slanted Line MTF method and
conclude benefits and limitations of these setup conditions
Resolution Capability Measurements: A Comparison Between MTF Slanted Line and Pixel Crosstalk
Society for Information Display 2023
In this contribution, we qualitatively and quantitively compare the recently proposed slanted line MTF resolution measurement with the established pixel crosstalk resolution measurement. This is done by comparing evaluation results and reproducibility from measurements of nine different samples in three different setups for each method.
Invited Paper: Fast and Robust High Precision Luminance Image Stitching in Uniformity and DeMURA measurements
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.
Fast and Accurate Acquisition of Pixel-Level Luminance DeMURA-Data for Curved and Freeform Displays
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.
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.
The Impact of Sensor Noise on the Reproducibility of Sparkle Values for Different Measurement Setups
International Display Workshop (IDW 2022)
This contribution examines the influence of ILMD noise on the reproducibility of different sparkle evaluation setups. Sparkle measurements at different sampling rates and aperture numbers are simulated for different ILMD sensors. Especially at low sparkle levels, the SNR can become very critical for some evaluation techniques such that the number of measurements needs to be increased significantly to ensure reproducibility among the different ILMD sensors.
Sparkle measurements for an automotive specification: Evaluation method for flexible setup conditions
Journal of the Society for Information Display
This contribution proposes a sparkle evaluation based on a spatial frequency filter, taking into account various setup influences. Furthermore, the effect of flexible setup conditions on the reproducibility of measurement results is investigated. The procedure and concepts are derived for sampling resolutions between 15 and 30 cpx/mm with display pixel pitches between 183 and 224 ppi and validated by a round-robin experiment with different test devices, including glass and foil-based Anti-Glare Layers. The findings serve as a basis for the measurement conditions of an automotive display sparkle measurement specification.
Advanced Alignment and Metrology Concepts Using Photometric Robotics with Examples for Automotive Displays
International Conference on Display Technology (ICDT 2021)
The alignment quality and reproducibility in ILMD (Imaging Luminance Measurement Device) based display metrology has a great influence on the reproducibility of the obtained measurement data. In this context, this contribution outlines and introduces several advanced measurement and alignment concepts that can be performed with “photometric robotics”. The term describes machine vision performed with an ILMD supported by robotic movements.
High-Precision High-Resolution Measurements within Moiré
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.
Precise Virtual Image Distance Measurements Using Imaging Luminance Measurement Devices with Type II Calibration
SID Vehicle Displays & Interfaces 2022
As head-up displays play an increasingly important role in modern vehicle cockpits, there is a growing demand for measurement procedures to characterize them. There are two general approaches to measuring virtual image distance, a parallax-based triangulation method and a focus-based technique. They can be performed using Imaging Luminance Measurement Devices with type II calibration, making them suitable for photometrical and geometrical measurements. This paper examines the advantages and drawbacks of both methods using mathematical models and measurement data.
Towards High Precision One Shot EOL Testing for Acquiring Pixel Level Luminance Data
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.
Concepts in Image Sticking Measurements: Temporal Alignment, Uniformity Correction and Grey Level Dependency
Internation Display Workshop 2020
Reproducibility and Sensitivity Experiments of Display-MTF using ILMDs with Fixed Focus Macroscopic Lenses
Eurodisplay 2022
This contribution uses the recently proposed Slanted Line approach to evaluate the MTF of a display as a measure of display resolution. It investigates the sensitivity for macroscopic imaging conditions and compares the reproducibility between four different macroscopic lenses using three different ILMDs. The samples consist of two displays combined with different structured top layers, which negatively affect the perceived resolution of the displays.
Advanced Alignment and Metrology Concepts Using Photometric Robotics with Examples for Automotive Displays
Society for Information Display
The alignment quality and reproducibility in ILMD (Imaging Luminance Measurement Device) based display metrology has a great influence on the reproducibility of the obtained measurement data. In this context, this contribution outlines and introduces several advanced measurement and alignment concepts that can be performed with “photometric robotics.” The term describes machine vision performed with an ILMD supported by robotic movements.
Short distance uniformity and BlackMURA measurements
Society for Information Display
The increasing display sizes and changing form factors of displays, including automotive displays, lead to impractical measurement distances for lateral uniformity measurements. This contribution suggests and exemplarily applies two alternative and combinable methods to allow lateral uniformity measurements at low distances and describes an adjusted BlackMURA compliant validation procedure. The proposed methods are validated with a high-quality display device and are compared to results using the standard long-distance measurement procedure.
Distinguished Paper: Short Distance Uniformity and BlackMURA Measurements
Society for Information Display
The increasing display sizes and changing form factors of displays, including automotive displays, lead to impractical measurement distances for spatial uniformity measurements. This contribution suggests and exemplarily applies two alternative and combinable methods to allow spatial uniformity measurements at low distances and describes an adjusted BlackMURA complaint validation procedure. The proposed methods are validated with a high-quality display device and are compared to results using the standard long-distance measurement procedure.
Critical Considerations for Characterizing and Standardizing ILMDs
Information Display
Standardization of measurements is crucial for comparing measurement results. Here, three authors from TechnoTeam describe the steps needed for the standardized evaluation of image-resolved luminance measurement systems and their relation to basic display measurement tasks.
Understanding and Achieving Reproducibility for the Evaluation of Display Sparkle Contrast
Society for Information Display
The reproducible quantification of anti-glare layer based display sparkle with Imaging Luminance Measurement Devices (ILMD) is essential for testing and conformity assessment of many displays aiming at outdoor applications. This study systematically researches relevant setup and system influences of a Fourier space-based sparkle evaluation. These include 13 different antiglare layers, two displays with different PPI, and several different system setups featuring 12 different camera/lens combinations and more than 10000 individual luminance images. Based on the resulting sensitivities, the measurement procedure is optimized with respect to the achieved reproducibility. The resulting procedure serves as basis to define a new automotive specification for reproducible sparkle measurements and may do so for other applications, that need to quantify sparkle in a reproducible way.
Imaging Luminance Measuring Devices (ILMDs) - Characterization and Standardization with Respect to Display Measurements
Society for Information Display
Imaging Luminance Measuring Devices (ILMDs) have become indispensable in the field of display characterization. The ability to capture the entire display with one measurement and to examine it for specific characteristics is only possible with such a spatially resolving system. With the completion of work on CIE TC2-59, ILMDs can now be characterized and compared. The following paper describes the basic terms surrounding the use of ILMDs. Furthermore, the characterization will be explained with some examples and the appropriate selection of the measuring instruments will be shown with examples of some tasks with respect the display ratings (i.e. average luminance and uniformity).
Photometric Robotics for Fast and Precise Human-Centered Automotive Display Metrology
SID Vehicle Displays & Interfaces 2021
The increasing complexity of automotive displays in terms of design, shape, and degree of integration leads to an increasing complexity of setup and alignment procedures. In this context, the effort required to ensure reproducible measurement results, e.g. for prototypes or in research and development is also increasing rapidly. We introduce the concept of photometric robotics which combines machine vision, photometry, and robotic to solve these challenges.
Sparkle Measurements for an Automotive Specification: The Compromise between Reproducibility and Flexibility
International Display Workshop 2021
This contribution evaluates a frequency-filter based sparkle evaluation and investigates the compromise between reproducible measurement results and flexible setup conditions. It bases on measurements with two displays and 9 AGLs. The findings serve as basis for the measurement conditions of an upcoming automotive display sparkle measurement specification
Luminance and Color measurements at subpixel level using Microscopic and Macroscopic Lenses with Imaging Luminance Measurement Devices
International Meeting on Information Display 2021
The variety of different measurement tasks that can be performed with Imaging Luminance and Color Measurement Devices (ILMD/ICMD), also called luminance cameras, is constantly increasing with the number of different specialized lenses. One examples is the one-shot quantification of luminance as a function of angle with conoscopic lenses. Other examples are special AR/VR lenses used to quantify near eye displays [1]. For spatial measurements, high magnification lenses can be used to quantify luminance characteristics at the subpixel level. This includes microscopic and macroscopic lenses.
In this contribution, we will show exemplary results on various spatial measurements obtained with microscopic and macroscopic lenses. The analyzed displays are an automotive LC display with a PPI of 224 and an OLED smartphone display with a PPI of 458. Figure 1 shows examples of a captured luminance image of both displays and both lenses in a deep grey state with the full field of view of the respective lenses.
We then use a method similar to [2] to analyze the crosstalk between different sub-pixels as a measure for image sharpness [3]. Here, we modify the crosstalk by applying different anti-glare layers (AGL), which are important components in both applications since both automotive displays and smartphones are used in direct sunlight. Figure 2 shows a zoomed-in microscopy-based luminance image of the OLED display with and without AGL on a logarithmic scale. Finally, we analyze the capabilities of both the macroscopic and microscopic lens to quantify the resolution and image quality parameters for both displays.
In this contribution, we will show exemplary results on various spatial measurements obtained with microscopic and macroscopic lenses. The analyzed displays are an automotive LC display with a PPI of 224 and an OLED smartphone display with a PPI of 458. Figure 1 shows examples of a captured luminance image of both displays and both lenses in a deep grey state with the full field of view of the respective lenses.
We then use a method similar to [2] to analyze the crosstalk between different sub-pixels as a measure for image sharpness [3]. Here, we modify the crosstalk by applying different anti-glare layers (AGL), which are important components in both applications since both automotive displays and smartphones are used in direct sunlight. Figure 2 shows a zoomed-in microscopy-based luminance image of the OLED display with and without AGL on a logarithmic scale. Finally, we analyze the capabilities of both the macroscopic and microscopic lens to quantify the resolution and image quality parameters for both displays.
Current Standardization Efforts and Measurement Procedures of German Flat Panel Forum (DFF) for Automotive OLED Displays
SID Vehicle Displays & Interfaces 2021
With increasing performance parameters and decreasing costs OLED displays are getting more relevant for premium automotive application. Therefore, the German Flat Panel Forum (DFF) extends its current LCD specification and measurement methods to also cover OLED displays. Challenges and solutions for lifetime, Burn-In (Image Sticking) and viewing angle procedures are presented more in detail.
Degree of equivalence of tristimulus values of LEDs under consideration of measurement uncertainty and correlation
CIE Malysia 2021
Measuring the tristimulus values of LED-based light sources can be considered as measurement problem with a multidimensional output quantity. Thus a complete statement of measurement uncertainty of tristimulus values includes a declaration of the correlation between the individual coordinates. Furthermore, by calculating tristimulus values, correlations in-between the tristimulus values are introduced. However, these correlations are naturally taken into account when using the Monte-Carlo approach for measurement uncertainty evaluation.