K-Only Grayscale Conversion in CMYK Color Management

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Solution Overview

Problem

Conventional color management techniques fail to accurately map K-only grayscale content to K-only output grays, resulting in higher printing costs and less robust neutral balance due to the loss of control over K data during conversion from input CMYK to device-independent and then to output CMYK color spaces.

Innovation Solution

A method and apparatus for managing the conversion of K-only data from a source CMYK color space to a destination CMYK color space, using a look-up table (LUT) to preserve K-only grays, with optional user-defined weighting for optimizing color separation, allowing finer control over K-only grays and enabling direct mapping without requiring special gray mapping.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If standard ICC color management techniques are used to convert input CMYK to device-independent color space and then to output CMYK, then color accuracy is improved, but K-only grayscale data loses control over K values resulting in higher printing costs and less robust neutral balance

Engineering Contradiction:
Improvecolor accuracyVSAvoidprinting costs
Core Design Contradiction:
Measurement precisionVSQuantity of substance

Solution Approach 1:

The invention segments the color conversion process into two distinct paths: a standard ICC conversion path for general color data, and a specialized K-only preservation path for grayscale data. This segmentation allows the system to maintain color accuracy for colored content while preserving K-only characteristics for grayscale content, thereby controlling printing costs by enabling direct K-to-K mapping without requiring CMY composite inks.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The invention applies local quality by treating K-only grayscale data differently from composite CMYK color data. The system detects whether input data is K-only and applies appropriate conversion logic: preserving K values for grayscale regions while allowing full CMYK conversion for colored regions. This localized approach ensures neutral balance in grayscale areas while maintaining color accuracy in colored areas.

Inventive Principle:
Principle #3Local quality

2Quantity of substance

If K-only grayscale content is printed using only black ink, then printing costs are reduced and neutral balance is improved, but standard ICC color management prevents direct mapping from input K-only to output K-only

Engineering Contradiction:
Improveprinting costsVSAvoidcolor management complexity
Core Design Contradiction:
Quantity of substanceVSDevice complexity

Solution Approach 1:

The invention performs preliminary action by detecting and flagging K-only grayscale data before the standard ICC conversion process begins. The system identifies input data that contains only K values (with C=M=Y=0) and applies a specialized preservation logic that maintains these K values through the conversion process. This preliminary identification allows the system to bypass the device-independent color space conversion for K-only data, enabling direct K-to-K mapping.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The invention introduces an intermediary mechanism that sits between the input CMYK data and the standard ICC conversion pipeline. This intermediary layer detects K-only grayscale content and applies a transformation that preserves K values while maintaining compatibility with the overall color management system. The intermediary allows K-only data to flow through the system without being converted to the device-independent color space and back, thereby maintaining control over K values.

Inventive Principle:
Principle #24Intermediary (Mediator)

3Stability of the object's composition

If composite CMYK colors are used to print K-only grayscale content in light regions, then smoothness of lighter tones is improved, but printing costs increase and neutral balance becomes less robust

Engineering Contradiction:
Improvesmoothness of lighter tonesVSAvoidprinting costs
Core Design Contradiction:
Stability of the object's compositionVSQuantity of substance

Solution Approach 1:

The invention applies local quality by enabling different printing strategies for different regions of the image based on their color characteristics. For K-only grayscale regions, the system preserves K values to maintain neutral balance and reduce costs. For colored regions requiring smooth tonal transitions, the system allows composite CMYK conversion. This localized approach ensures that the smoothing benefit is applied only where necessary while maintaining cost efficiency and neutral balance in grayscale areas.

Inventive Principle:
Principle #3Local quality

Data Source

PatentUS8670155B2Conversion of K-only data from a source to a destination color space
Publication Date: 2014.03.11 HEWLETT PACKARD DEVELOPMENT COMPANY LP
  • US8670155B2 patent drawing
  • US8670155B2 patent drawing
  • US8670155B2 patent drawing

AI summary

In an implementation, conversion of K-only data from a source CMYK color space to a destination CMYK color space is managed. The destination CMYK color space is transformed to a virtual RGB color space, in which a neutral axis of the virtual RGB color space is set to be mapped to destination K-only output colors in a color separation table for mapping of source K-only grays to destination K-only grays. The source CMYK color space is converted to a device independent color space and the conversion is adjusted such that the source K-only grays are forced to have the same chrominance as the neutral axis of the virtual RGB color space in the color separation table. The LUT is generated to include a K-only mapping by combining the virtual RGB color space with the adjusted conversion of the source K-only grays.