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equired_Grayscale_Accuracy_in_Medical_Displays

equired_Grayscale_Accuracy_in_Medical_Displays
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equired_Grayscale_Accuracy_in_Medical_Displays

Product catalog summary
Preface
This document explores the technical requirements for achieving high grayscale accuracy in filmless diagnostic imaging monitors. It focuses on the importance of LUT operations and the differences in input-output bit width, highlighting the advantages of Totoku display systems and a platform-independent approach to multi-shade display.
Requirement for Perceptually Linear Display Characteristics
The document emphasizes the need for monitors to adhere to the GSDF (Grayscale Standard Display Function) to ensure that the minimum perceivable luminance difference, or JND (Just Noticeable Difference), is consistent across varying luminance levels. Calibration to GSDF standards is necessary to maintain image perception accuracy.
Composition of Imaging Display System
Imaging display systems utilize LUTs to convert display-specific shading to GSDF. While traditional systems output 8-bit signals, newer systems can handle 10-bit or more, allowing for over 1024 shades, enhancing grayscale representation.
Contrast Resolution of Display System
Contrast resolution is determined by the bit width of input signals and the number of shades displayed. It can be affected by LUT conversion and gamma characteristics, impacting display accuracy.
Functions and Operations of LUT
LUTs play a crucial role in converting pixel data to luminance values, with higher output bit widths allowing for more precise luminance discrimination and improved display accuracy.
Accuracy in Conformance to GSDF Curve
Accuracy in conforming to the GSDF curve depends on LUT bit width, gamma characteristics, and luminance range. Digital systems often show step-like luminance responses, deviating from the continuous GSDF curve.
Errors in Comparison with GSDF
Luminance errors per input signal step are measured in JNDs, indicating system accuracy. Large JND numbers per input interval can lead to noticeable luminance discontinuities.
Realization of Multi-shade System
Multi-shade systems can be achieved through combinations of viewers, graphics cards, and monitors, enhancing grayscale display capabilities.
Summary
The document concludes with recommendations for achieving high grayscale accuracy in medical imaging displays, emphasizing the importance of higher bit LUTs and specialized software for effective multi-shade transmission.
Introduction
The document discusses the technical aspects of achieving smooth grayscale representation on monitors by managing the number of JNDs per p-value interval, highlighting the importance of minimizing JNDs for continuous luminance changes.
Specifications and Procedures
It outlines the calculation of JNDs across different luminance ranges and bit depths, noting that higher bit depths, such as 10-bit input signals, allow for smoother transitions with fewer discernible discontinuities.
Contrast Response Error
The document evaluates contrast response error to ensure a perceptually linear relationship between luminance increments and p-values, recommending that errors remain within ±10% of the GSDF.
Comparison of Input-Output Systems
The document compares various bit systems, highlighting that higher bit LUTs reduce errors and improve display quality, with 11-bit systems offering superior performance for medical imaging.
Realization of Multi-shade Systems
Methods to achieve high fidelity to the GSDF curve are discussed, including the use of all RGB channels for monochromatic data transfer due to OS limitations.
Conclusion
Optimal grayscale display requires higher bit LUTs, with 12-bit LUTs providing the best performance. Specialized software is necessary for effective multi-shade transmission.
Specifications and System Compatibility
The document highlights the limitations of systems incompatible with ordinary 8-bit or common 32-bit modes, noting potential issues when running general applications alongside the viewer.
System Realization
The TOTOKU system encodes monochromatic multi-shade signals into color signals for transmission, allowing for a wide range of shades with minimal software or hardware upgrades.
Advantages of the TOTOKU System
The system uses standard 24-bit full-color transmission, supporting general-purpose graphics cards and allowing for easy implementation through a monochrome-to-color conversion table.
Grayscale Accuracy and Evaluation
The document evaluates grayscale accuracy, highlighting that an 11-bit system offers superior fidelity to original images with a mean JND value below the limit of human perception.
System Performance Comparison
8-bit systems show discernible boundaries in images with gradual luminance changes, while 11-bit systems are ideal for high-fidelity image representation, especially for monitors with higher megapixel counts.
Conclusion
The document concludes that display systems should target no less than half a JND for ideal accuracy, emphasizing the superiority of 11-bit systems in representing low-contrast luminance differences.
Specifications and Procedures
The document discusses deviations from the GSDF curve on various bit systems, using figures to illustrate luminance error and JNDs as metrics.
Figures and Data Interpretation
Figures provide visual representations of deviations from the GSDF curve, evaluated using 256 steps of p-values.
Psychological Effects and Visual Perception
The appendix discusses psychological effects on visual perception, such as the Mach Effect and Craik-O'Brien effect, illustrating how perception can differ from physical reality.
Bibliography
The document references several sources, including AAPM TG18 and works by Tadahiko Fukuda, providing additional context on visual characteristics and standards.
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Catalog excerpts

equired_Grayscale_Accuracy_in_Medical_Displays-1

TOTOKU White Paper Grayscale Resolution Required Grayscale Accuracy Flat Display Systems for Medical Imaging

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Table of Contents 1. Preface ---------------------------------------------------------------------------------------------------------------------------3 2. Requirement for Perceptually Linear Display Characteristics -----------------------------------------------------3 3. Composition of Imaging Display System--------------------------------------------------------------------------------5 4. Contrast Resolution of Display System----------------------------------------------------------------------------------5 5. Functions and Operations of LUT-----------------------------------------------------------------------------------------6...

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An image monitor used for filmless diagnosis is required to have high gray scale accuracy in displaying monochrome images. Generally, the bit width of the look-up table (LUT) of a monitor is a specification item that represents the capability of the monitor in its catalog. This white paper examines various errors in display systems to find out how the operations of LUTs and differences of input-output bit widths are related to the accuracy in displaying images. It aims to, establish the superiority of Totoku display systems and platform-independent approach to multi-shade* display and consequently...

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Figure 2. GSDF (Grayscale Standard Display Function) Figure 3. Detectable minimum luminance modulation Calculated with GSDF Figure 4 Gamma characteristics and displayed grayscale images Figure 4 shows the comparison of 1000 different grayscale display images due to the difference in monitor display characteristics. This figure between any two shades are perceived as the same degree of change shows that, on a monitor with GSDF characteristics, differences grayscale displayed. On a monitor with gamma 2.2, however, there is a tendency that the shades are emphasized in a low luminance range and compressed...

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Composition of Imaging Display System Figures 6a and 6b show a composition example of a standard imaging display system. A look-up table (LUT) used to convert the display-specific shading characteristics to the GSDF is provided in the computer's graphics card on some systems (Figure 6a) and in the monitor on other systems (Figure 6b), the latter of which are increasing due to a widespread use of medical imaging monitors in recent years. Images transferred from modality system are normally 12 bits wide but are output to the monitor with a bit width downscaled by the computer's operating system,...

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LUT is the memory inserted between the display and the imaging signals transmitted as p-values and included in the graphics processing circuit. The LUT has a function of specifying the display's digital driving level (DDL) in order to output the shading data of pixels recorded in the video memory as luminance values. shows an example of a monitor with a built-in LUT and a conceptual illustration of operations for 10-bit LUT with 8-bit input-output (8-bit LUT with a 10-bit width). Figure 7 Conceptual illustration of LUT operations on a display system (monitor) with a built-in 10-bit LUT with 8-bit...

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Accuracy in Conformance to GSDF Curve This chapter examines some items concerning the accuracy in conversion of the monitor-specific display characteristics to the GSDF characteristics. The display luminance accuracy is dependent on the bit width of the LUT, the gamma characteristics, and the luminance range specific to the display system. This section assumes that the display-specific gamma is 2.2 and that the luminance range is 0.7-410 cd/m . Deviation from GSDF Curve The GSDF is an analog, continuous curve but, on an actual system driven digitally, the luminance responses of the display are...

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Errors in Comparison with GSDF (Luminance Errors per Step of p-values) The figure below shows how accurately the luminance values per step of input signals (e.g., 256-point luminance values for an 8-bit width signal) are displayed in comparison with the luminance values per step defined in the GSDF. The error, expressed as the "number of JNDs," is used as an indicator of the system accuracy performance. "Number of JNDs" per Interval of p-values and Deviation (Grayscale Continuity) On an ideal system, an increment of the display luminance should be one JND per increment of one step of input signal....

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On monitors with a display luminance range from 0.7cd/m2 to 410cd/m2 as shown in Figure 11, for example, the "number of JNDs" existing in this luminance range is 676.4-57.8=618.6. number of steps is 256. 618.6÷255=2.43. If the input signal is 8 bits wide, the The mean value for "numbers of JNDs" per p-value interval (Jmean) is Thus, a discontinuity of luminance may be discernable in part of images with gradual luminance changes. If the input signal is 10 bits wide, Jmean is 618.6÷1024=0.60, less than one JND. Perceptually, therefore, it can be represented as a continuous luminance change. The...

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Contrast Response Error (Contrast per JND associated with GSDF) The evaluation of a contrast response error is a method of quantitative and detailed inspection on whether increments in luminances in relation to increments in p-values demonstrate a perceptually linear relationship. This method is defined as the Advanced Evaluation in AAPM-TG18 (American Association of Medical Physicists of Medicine – Task Group 18). As shown in Figure 12, the luminance change rate per p-value interval (dL/L: contrast) is normalized to a value per JND and contrasted with that of the GSDF. Figures 17D to 23D in...

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Comparison of GSDF Accuracies on Specific Systems 8-bit Input-Output System (LUT 8, 10, and 12bits) On this system, 12-bit image data stored on a computer is compressed by an 8-bit viewer and a graphics card into image signals with 8-bit, 256-step shades that drive the monitor. The monitor has a built-in LUT 8 bits wide or better. output bit width of 8, 10, or 12 bits. In generally 8-bit input-output systems have a LUT with an In this paper, we compare the characteristics of these three systems. Systems with a built-in LUT in the graphics card are handled in the same way as above. (1) 8-8-8-bit...

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