GENERATING RASTERIZED MODIFIED IMAGES FROM A RASTERIZED SEED IMAGE
In an example, a method includes rasterizing a seed image using a processor. A plurality of rasterized modified images may be generated from the rasterized seed image. Generating each rasterized modified image may include determining an image attribute modification and applying the determined image attribute modification to at least a portion of the rasterized seed image to generate the rasterized modified image.
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In printing, print agents such as inks, toners, coatings and the like may be applied to a substrate. Substrates may in principle comprise any material, for example comprising paper, card, plastics, fabrics or the like. In some examples, the substrate may comprise or be formed as packaging.
Non-limiting examples will now be described with reference to the accompanying drawings, in which:
In some circumstances, it may be intended to provide multiple images which, while different, have a degree of consistency or commonality. For example, product packaging may be varied while retaining a generally consistent look and feel. Many items are packaged before sale to consumers. In some cases, the packaging may be intended to remain with the item when it is in use. For example, beverages may be consumed or served direct from the bottles that act as the packaging for the beverage. In other cases, the packaging may be discarded without affecting the use of the product. For example, electronic devices may be sold in boxes made of folded cardboard for protection, but the box may not be retained after the device has been purchased. Packaging may include images intended to attract the consumers, and variations in this packaging may enhance this attraction.
Packaging provides just one example however. In other examples, the attraction of print media such as magazines, newspapers, posters, and the like may be enhanced by including variations between instances thereof.
While 2D printing to a substrate is discussed in detail in the examples below, the principles set out herein may be applied to 3D printing, or additive manufacturing, wherein an object to be generated may be modified, for example in terms of appearance (e.g. surface decoration) and/or shape, based on the principles set out below.
In examples set out below, a seed image is used to produce a number of modified images. By using a common seed image, an element of consistency between the modified images may be provided. However, as is explained in greater detail below, rather than generating a plurality of modified images for printing which are subsequently rasterized, in examples herein, the seed image is rasterized and modifications of this rasterized seed image are used to produce rasterized modified images.
The process of rasterization describes converting an image expressed in one form (for example in a vector graphics format) into pixels or dots for output on a video display or printer. By modifying rasterized images, this means that the modified images do not have to be stored and subsequently rasterized prior to printing. In some examples, an image may be divided into separations corresponding to colors as part of, or before or after, rasterization. Generally, rasterized images are created immediately prior to use, for example, being held in short-term volatile memory (which may also be referred to as active memory, primary computer memory, or RAM, depending on context) for as long as is suggested by the context. Thus, rather than generating the modified image and storing this in longer term memory (for example, non-volatile, or secondary, computer memory), the modified rasterized images may be created and printed ‘on-the-fly’, using volatile, or primary, computer memory. These descriptions of longer term and shorter term memory types will be used interchangeably herein. Where one term is used, it may be substituted with any other term in the corresponding memory category (where the categories comprise longer term and shorter term).
In the context of 3D printing, the seed image may comprise data representing the appearance or shape of an object to be generated. A rasterised image for 3D printing may be described in terms of ‘voxels’, i.e. 3D pixels, which may be associated with properties and/or materials (for example, print agents to produce colors and the like, and/or build materials which are to be solidified to form an object), or in some other way.
Block 104 comprises setting a counter i=1. In this example, n modified images are to be created and the counter will count from 1 to n.
Generating each rasterized modified image comprises, in block 106. determining an image attribute modification. For example, the modification may comprise any, or any combination of, cropping (i.e. selecting a portion of a seed image), a degree of magnification (or zooming), a degree of rotation, reflection, distortion or skewing, modification of colorization and/or of transparency in the seed image, or the like.
In some examples, the image attribute modification may be determined on-the-fly, for example, being a random or pseudo-random modification of the seed image. For example, an index (which may be related to the counter value) may be input into a pseudo-random number generator, and an output number may be used to indicate one or more modifications to be applied. In other examples, the image attribute modifications may be predetermined, for example being held in a memory or the like. For example, there may be a set of available predefined image modification attributes, which may, in some examples, depend on an image seed, and/or a set of predetermined rules or the like.
For each modification attribute, there may be a range of possible values. For example, where the modification attribute is the amount of zooming, there may be a maximum zoom and a minimum zoom, giving a maximum size and a minimum size of the resultant modified image. Where the modification attribute is the amount of distortion, there may be a maximum amount and a minimum amount, giving maximally and minimally distorted modified images. In some examples, the range may be selectable. For example, a user may select the full range of possible values to be available, or may select a subset of the possible values from the range.
Block 108 comprises applying the determined image attribute modification to at least a portion of the rasterized seed image (where the portion may be selected by cropping as described above). While a plurality of modified images could be created based on the seed image in its entirety, selecting different portions of the seed image may increase the variety between the modified images. In some examples, block 108 may comprise applying image attribute modifications to each of a plurality of separations.
Block 110 comprises generating a rasterized modified image (which may comprise a plurality of separations). In block 112, it is determined whether the counter has reached n and if so, the method may terminate. If not, in block 114, the counter is incremented by 1, and the method returns to block 106. The image attribute modification to be applied differs between iterations to produce different modified images.
As this image is ‘pre-rasterized’, any pre-processing carried out for printing the image will be accordingly reduced as a rasterization process is not part of such pre-processing. This may be compared with preparing an un-rasterized modified image (for example a vector graphics format image), which will be sent to appropriate storage (e.g., implying non-volatile or secondary computer memory use) and subsequent rasterization will be carried out.
This can result in significant resource savings. For example, where the images are created in vector form or the like, these may consume significant amounts of memory resources, transmission resources and the like, and then significant additional processing resource in the rasterization thereof.
An example of a method which may be performed by the controller 206 is described with reference to
In block 302, volatile memory storage is allocated for storing a modified rasterized image in volatile memory. This may comprise storing the modified rasterized image in volatile memory in a volatile memory portion of the memory 202, for example in a manner which is at least temporarily protected from overwriting. In block 304, at least part of a print processing operation based on the modified rasterized image is carried out. In block 306, after at least part of the print processing operation is carried out (and in some examples after printing of the modified image is complete), the volatile memory storage allocated for storing the modified rasterized images is released. This means that the data may be overwritten (although as the memory may be addressed randomly, this may not happen immediately). In some examples, the released volatile memory storage is then accessible for allocation for storage of another of the modified rasterized images generated from the seed image.
Thus, in this example, volatile memory is reserved for storage of a modified rasterized image for as long as a print processing operation based on the image data is to be carried out, prior to being released.
In one example, the print processing operation comprises compiling a composite page in a print-ready format. A print ready format may be used for print and preview operations.
In building a composite page (and as is further described below in relation to
In another example, the print processing operation comprises printing at least part of the modified image. This may comprise a printing a separation, or a leading portion of a separation.
This therefore efficiently recycles the memory allocation. Moreover, use of volatile rather than non-volatile memory may result in an increase in processing speed. Examples of image attribute modifications which may be applied are now discussed with reference to
Block 402 comprises selecting a seed image. In some examples, this may be selected from a plurality of available seed images which may or may not have a degree of commonality between the designs. Providing a plurality of seed images allows for greater variety in the modified images. The seed image in this example is selected from persistent memory (which may for example be described as non-volatile, or secondary memory),
Block 404 comprises defining a template, which may for example be a template of a document or package design, which comprises at least one individualized image area. The template may also comprise a standard image area, which is to be present in each of a plurality of modified images. For example, this may comprise text, a logo, or the like. In some examples, the individualized image area and the standard image area may overlie one another. For example, a logo and product information may overlie a varying background such that the background may differ while the logo and product information remains consistent such that different products may have different packaging which conveys information in a consistent manner,
In block 406, the seed image is rasterised, which in this example comprises providing a plurality of rasterised separations.
To briefly describe different examples of separations, an image may be made up of a plurality of colorants, such that dots of the colorants combine in the human eye to produce particular colors. For example, print apparatus may comprise a set of CMYK or Cyan Magenta Yellow and Black (key) colorants. The placement of each colorant may be defined individually within an associated separation, and image areas may be associated with grey levels indicating the coverage of the associated colorant in that region.
In addition, in some examples herein, the separation may be a spot color separation. A spot color is a predetermined color, which may in some examples be provided as a dedicated premixed colorant. For example, a company logo may be associated with a particular color. In order to assure color consistency, a premixed ink or toner having such a color may be provided in a printer. However, in principle, any color may be designated as a spot color by providing a complete specification of this color, and may be reproduced in print for example by applying the premixed ink or by emulating the color using standard process colorants (e.g. CMYK colorants). In an example, there may be a number of defined spot colors for use in a particular print run.
Separations may usually be associated with a specification of coverage of the particular colorant. For example, this may be a greyscale or grey level value which varies over the image depending on how much of that colorant is to be applied in a particular image region. In this example however, the spot color separation is defined to have N+1 levels, where N is the number of spot colors and the levels correspond to individual spot colors with one level being dedicated to the absence of spot colors. As set out in greater detail below, color shuffling may be performed on such spot color separations.
A further example of a separation which may be utilised in some examples is at least one separation to represent transparencies and semi transparencies. In some examples, this may be referred to as an alpha channel, and may be created in the rasterizing process. Such separations may for example designate pixels as being at least partially transparent in addition to having a color.
Block 408 comprises selecting an image attribute modification. In this example, a plurality of image attribute modifications are predetermined, each being stored in non-volatile memory as an indexed data file. The image attribute modification may specify any, or any combination of cropping (which may comprise defining a sub portion of the seed image which may be further modified), rotating, translating, distorting, scaling, color shuffling, colorization, applying transparency effects, reflecting, color depth variations, brightness and contrast, gamma correction, histogram equalization and manipulation, warping, filtering, or any other image processing technique.
In some examples, selecting an image attribute modification may comprise selecting an index, which may be the next in a series of indexed data files. In other examples, an indexed data file may be selected randomly or pseudo-randomly. In some examples, selecting an image attribute modification may comprise generating an image attribute modification. This may for example comprise providing an input to a pseudo-random number generator with the output pseudo-random number being used to determine image attribute modifications to apply. In other examples, a true random number generator may be used (although this may mean that duplicate modifications are specified). It may be noted that, even when an indexed data file may be selected randomly or pseudo-randomly, the same indexed data file will result in the same transformation, so the modification is repeatable should this be intended in particular circumstance.
In some examples, there may be a set of rules which may be used, for example in conjunction with other methods set out herein, to specify or select modifications to be applied to a seed image.
Block 410 comprises selecting a separation, which may be any separation created by the rasterizing process. Thus, in this example, the image modification is carried out on each separation separately (however this may not be the case in all examples).
Block 412 comprises applying applicable image attribute modification to the separation. However, it may be the case that some modifications are not carried out on all separations of the seed image.
In some examples, the same image attribute modification is carried out on each of a plurality of separations. For example, the same crop may be performed for all separations. Performing a crop in effect comprises selecting a portion of the seed image on which the modified image will be based. While the modified images could be based on the seed image as a whole, selecting a variable portion of the seed image allows for greater variety in the modified images. The portion of the seed image selected may in some examples fill the individualized image area of the template although, as in some examples a rasterized modified image may be scaled, the selected portion may be a different size to the individualized image area.
In other examples, the image attribute modification may comprise performing a rotation of a selected rasterized seed image portion; translating, distorting, and/or scaling this portion, or the like, and this may be performed on all separations.
Thus, in some examples, at least some image modifications are applied to each of the separations, or at least a portion thereof. However, in some examples (or in the case of certain modifications), the image attribute modification may be carried out on some separations and not on others. For example, color shuffling may be carried out in relation to a color spot separation and not in relation to other separations.
To consider color shuffling in greater detail, if the image contains a spot color separation and the image attribute modification comprises color shuffling, this may comprise color shuffling of spot colors. For example, the image modification attributes may include a “color shuffling dictionary” that assigns a specific combination of process colors to each of the N spot colors in the seed image. Each spot color identified by a level in the seed image may be replaced by the corresponding combination of process colors according to the “color shuffling dictionary”. The modified image may be created from the basic process colors where the spot color separation indicates no shuffling, and with new process color combinations for each of the pixels defined in the spot color separation as one of the N spot colors to be shuffled. Thus, in the absence of any other modification, the same design element may appear in multiple modified images but may have a different color in each of those images. In the context of 3D printing, color shuffling may for example change the association between object portions and specified colors (and recoloring may comprise recoloring selected object potions, for example having defined shapes)
An alpha channel separation describing transparencies may be attached to each of the modified images, and may in some examples vary between modified images following the same rules of attribute modifications. In other examples, the alpha channel separation may be consistent (i.e. not subject to modification between modified images), In still further examples, the alpha channel may be created using a mathematical function that combines two of more alpha channel separations into a single one thus allowing both modified and consistent data to determine the shape and appearance of the output image. For example, a consistent alpha channel may restrain the composition of the modified image such that it fills a particular shape, e.g. a round shape, while a variable alpha channel may be modified using techniques set out herein to create a variable image inside the round shape.
As indicated by the looping arrow, blocks 410 and 412 may be carried out for each defined separation. Once all separations have been modified to the appropriate extent, the modified image is defined, in this example by the plurality of modified separations.
In block 414, the modified image is associated with the individualized image area of the template and, in block 416, the modified image is associated with any standardised content.
This in effect results in a composite image being defined, which comprises the modified separations and any additional standardised content which is to be same in a plurality of output images.
Block 418 comprises printing the modified image corresponding to different separations of the seed image to form a modified output image, and the method then repeats from block 408 such that a plurality of modified images are printed based on the same rasterized seed image. In examples relating to 3D printing, printing the modified image may comprise generating an object.
In some examples, block 418 is carried out as part of a print run for printing each of a plurality of modified images, to which different modifications have been applied, and at least partially concurrently with blocks 408 to 416 operating with a different image attribute modification selection, or on a different separation (i.e. in some examples, the processing of one separation may be carried out during printing of a previous separation). In some examples, it may be the case that while the leading portions of an image are being printed, trailing portions are still being processed in preparation for printing. In other examples, rasterized modified images may be stored in a queue, which may be held in volatile or primary memory (which may be RAM), for example until all the separations associated with a particular composite modified image have been defined.
In this example, therefore, a plurality of modified images may be defined using one seed image and a plurality of image attribute modification specifications. Where the image attribute modifications are stored as individual data blocks (for example, as entries in a database) or files, the blocks/files may be relatively small, for example comprising a few bytes in memory. Thus the memory storage dedicated to the plurality of modified images may be small prior to their generation and, in particular if the method of
Although not shown herein, apparatus 500 may also comprise additional print apparatus components, for example print agent application unit(s), charging unit(s) for charging a photoconductive surface, an Intermediate transfer member (ITM) which may receive an image from the photoconductive surface before transferring this image to a substrate, substrate handling apparatus, print agents curing or drying apparatus, printheads, laser arrays, and the like, which may depend on the type of printer provided,
The instructions 606-614 are arranged such that modifying the rasterized seed image based on the plurality of determined image attribute modifications is performed at least partially concurrently with printing at least one previously formed modified image output (e.g. a previous separation, image, or part thereof).
Aspects of some examples in the present disclosure can be provided as methods, systems or machine readable instructions, such as any combination of software, hardware, firmware or the like. Such machine readable instructions may be included on a computer readable storage medium (including but is not limited to disc storage, CD-ROM, optical storage, etc.) having computer readable program codes therein or thereon.
The present disclosure is described with reference to flow charts and block diagrams of the method, devices and systems according to examples of the present disclosure. Although the flow diagrams described above show a specific order of execution, the order of execution may differ from that which is depicted. Blocks described in relation to one flow chart may be combined with those of another flow chart. It shall be understood that at least one flow in the flow charts, as well as combinations of the flows in the flow charts can be realized by machine readable instructions,
The machine readable instructions may, for example, be executed by a general purpose computer, a special purpose computer, an embedded processor or processors of other programmable data processing devices to realize the functions described in the description and diagrams, and which may for example comprise at least part of the controller 206. In some examples, the controller 206 may be embodied as a graphics processing unit (GPU). In particular, a processor or processing apparatus may execute the machine readable instructions. Thus functional modules of the apparatus and devices may be implemented by a processor executing machine readable instructions stored in a memory, or a processor operating in accordance with instructions embedded in logic circuitry. The term ‘processor’ is to be interpreted broadly to include a CPU, processing unit, ASIC, logic unit, or programmable gate array etc. The methods and functional modules may all be performed by a single processor or divided amongst several processors.
Such machine readable instructions may also be stored in a computer readable storage that can guide the computer or other programmable data processing devices to operate in a specific mode.
Such machine readable instructions may also be loaded onto a computer or other programmable data processing devices, so that the computer or other programmable data processing devices perform a series of operations to produce computer-implemented processing, thus the instructions executed on the computer or other programmable devices realize functions specified by flow(s) in the flow charts and/or block(s) in the block diagrams.
Further, the teachings herein may be implemented in the form of a computer software product, the computer software product being stored in a storage medium and comprising a plurality of instructions for making a computer device implement the methods recited in the examples of the present disclosure.
While the method, apparatus and related aspects have been described with reference to certain examples, various modifications, changes, omissions, and substitutions can be made without departing from the spirit of the present disclosure. It is intended, therefore, that the method, apparatus and related aspects be limited by the scope of the following claims and their equivalents. It should be noted that the above-mentioned examples illustrate rather than limit what is described herein, and that those skilled in the art will be able to design many alternative implementations without departing from the scope of the appended claims. Features described in relation to one example may be combined with features of another example.
The word “comprising” does not exclude the presence of elements other than those listed in a claim, “a” or “an” does not exclude a plurality, and a single processor or other unit may fulfil the functions of several units recited in the claims.
The features of any dependent claim may be combined with the features of any of the independent claims and/or other dependent claim(s).
Claims
1.-15. (canceled)
16. A method comprising:
- selecting a seed image, wherein the seed image is data representing a shape of an object to be generated;
- rasterizing, by a processor, the seed image into a rasterized seed image that comprises a plurality of spot color separations, wherein a spot color is a predetermined color;
- applying, by the processor, image attribute modifications to the plurality of spot color separations of the rasterized seed image to generate a plurality of rasterized modified images; and
- generating the object in a printing operation based on the plurality of rasterized modified images.
17. The method according to claim 16, wherein each of the plurality of spot color separations is associated with one of N+1 levels, wherein N is a number of greyscale levels of the spot color and one level corresponds to an absence of the spot color.
18. The method according to claim 16, further comprising:
- allocating, by the processor, a volatile memory storage for storing each of the plurality of rasterized modified images until the printing operation of each of the plurality of rasterized modified images is carried out.
19. The method according to claim 16, further comprising:
- after the seed image is rasterized into the rasterized seed image, setting a counter to a count of 1;
- generating one of the plurality of rasterized modified images based on one separation of the plurality of spot color separations;
- determining whether the counter has reached a total number of the plurality of spot color separations;
- in response to a determination that the counter has not reached the total number of the plurality of spot color separations, incrementing the counter by 1 and generating a next one of the plurality of rasterized modified images from another separation of the plurality of spot color separations; and
- in response to a determination that the counter has reached the total number of the plurality of spot color separations, terminating the generation of the plurality of rasterized modified images.
20. The method according to claim 19, wherein the generation of the next one of the plurality of rasterized modified images is carried out during a printing of a previously generated rasterized modified image.
21. The method according to claim 16, further comprising:
- defining a template comprising at least one individualized image area;
- associating each rasterized modified image with the template; and
- applying the modified rasterized image to the at least one individualized image area.
22. The method according to claim 16, wherein the image attribute modifications applied to the plurality of separations of the rasterized seed image comprise one of the following modifications: cropping, rotating, translating, distorting, scaling, color shuffling, colorization, applying transparency effects, reflecting, color depth variations, brightness adjustment, contrast adjustment, gamma correction, histogram equalization and manipulation, warping, and filtering.
23. Apparatus, comprising:
- a processor; and
- a non-transitory computer readable medium storing instructions that when executed cause the processor to: select a seed image, wherein the seed image is data representing a shape of an object to be generated;
- rasterize the seed image into a rasterized seed image that comprises a plurality of spot color separations, wherein a spot color is a predetermined color,
- apply image attribute modifications to the plurality of spot color separations of the rasterized seed image to generate a plurality of rasterized modified images; and
- generate the object in a printing operation based on the plurality of rasterized modified images.
24. The apparatus according to claim 23, wherein the plurality of spot color separations are associated with N+1 levels, wherein N is a number of the greyscale levels of the spot color and one level corresponds to an absence of the spot color.
25. The apparatus according to claim 23, wherein the instructions further cause the processor to:
- after the seed image is rasterized into the rasterized seed image, set a counter to 1;
- generate one of the plurality of rasterized modified images from one separation of the plurality of spot color separations;
- determine whether the counter has reached a total number of the plurality of spot color separations;
- in response to a determination that the counter has not reached the total number of the plurality of spot color separations, increment the counter by 1 and generate a next one of the plurality of rasterized modified images from another separation of the plurality of spot color separations; and
- in response to a determination that the counter has reached the total number of the plurality of spot color separations, terminate the generation of the plurality of rasterized modified images.
26. The apparatus according to claim 25, wherein the generation of the next one of the plurality of rasterized modified images is carried out during a printing of a previously generated rasterized modified image.
27. A non-transitory machine-readable storage medium storing instructions executable by a processor to cause the processor to:
- select a seed image, wherein the seed image is data representing a shape of an object to be generated;
- rasterize the seed image into a rasterized seed image that comprises a plurality of spot color separations, wherein a spot color is a predetermined color,
- apply image attribute modifications to the plurality of spot color separations of the rasterized seed image to generate a plurality of rasterized modified images; and
- generate the object in a printing operation based on the plurality of rasterized modified images,
28. The non-transitory machine-readable storage medium according to claim 27, wherein the plurality of spot color separations are associated with N+1 levels, wherein N is a number of the greyscale levels of the spot color and one level corresponds to an absence of the spot color.
29. The non-transitory machine-readable storage medium according to claim 27, wherein the instructions further cause the processor to:
- after the seed image is rasterized into the rasterized seed image, set a counter to 1;
- generate one of the plurality of rasterized modified images from one separation of the plurality of spot color separations;
- determine whether the counter has reached a total number of the plurality of spot color separations;
- in response to a determination that the counter has not reached the total number of the plurality of spot color separations, increment the counter by 1 and generate a next one of the plurality of rasterized modified images from another separation of the plurality of spot color separations; and
- in response to a determination that the counter has reached the total number of the plurality of spot color separations, terminate the generation of the plurality of rasterized modified images.
30. The non-transitory machine-readable storage medium according to claim 29, wherein the generation of the next one of the plurality of rasterized modified images is carried out during a printing of a previously generated rasterized modified image.
Type: Application
Filed: Sep 21, 2021
Publication Date: Jan 6, 2022
Applicant: HP Indigo B.V. (Amstelveen)
Inventors: Raz ZAMIR (Nes Ziona), Noam Shaham (Nes Ziona), Amir Gaash (Nes Ziona)
Application Number: 17/480,968
