Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store calibration logic and one or more processors coupled with the at least one physical memory device to execute the calibration logic to generate a uniformity compensated transfer function for each of a plurality of pel forming elements, generate a missing neighbor corrected transfer function for each of the pel forming elements, generate a missing neighbor transfer function based on the uniformity compensated transfer functions and the missing neighbor corrected transfer function and compute an average of the missing neighbor transfer functions to generate an average missing neighbor transfer function.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store halftone calibration logic and one or more processors coupled with the at least one physical memory device to execute the halftone calibration logic determine an uncalibrated deposition distribution for each of a plurality of pel forming elements, determine a calibrated deposition distribution for each of the plurality of pel forming elements and determine calibration values for each of the plurality of pel forming elements.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store nozzle correction logic and one or more processors coupled with at least one physical memory device to execute the nozzle correction logic to receive a uniformity compensated transfer function for each of a plurality of pel forming elements, receive an average missing neighbor transfer function, receive a defective nozzles list including one or more of the plurality of pel forming elements indicated as defective during print production; and perform missing neighbor processing by applying the average missing neighbor transfer function associated with the pel forming element determined to be a neighbor of a defective pel forming element.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store halftone calibration logic and one or more processors coupled with the at least one physical memory device to execute the halftone calibration logic determine an uncalibrated deposition distribution for each of a plurality of pel forming elements, determine a calibrated deposition distribution for each of the plurality of pel forming elements and determine calibration values for each of the plurality of pel forming elements.

Abstract: A method is disclosed. The method includes receiving one or more images of bitmap data applied to a print medium as print medium image data, register the print medium image data to the bitmap data, detecting one or more candidate defects based on whether a difference between the print medium image data at a location and the bitmap data at the location exceeds a predetermined threshold, detecting one or more defects among the candidate defects and transmitting information about the one or more candidate defects classified as defects.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store halftone calibration logic and one or more processors coupled with the at least one physical memory device to execute the halftone calibration logic to receive print image measurement data corresponding to a first halftone design associated with each of a plurality of pel forming elements, generate measurement data for each of the pel forming elements based on the print image measurement data, generate a uniformity compensated halftone for each of the pel forming elements based on inverse transfer functions corresponding to each of the pel forming elements and the first halftone design and transmit the uniformity compensated halftone for each of the pel forming elements.

Abstract: A printing system is disclosed. The printing system includes a printer to print image data to a medium and a print controller including a halftone calibration module to dynamically generate calibrated halftones to compensate for optical density changes that occur at the printer.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store halftone calibration logic and one or more processors coupled with the at least one physical memory device to execute the halftone calibration logic to receive print image measurement data corresponding to a first halftone design associated with each of a plurality of pel forming elements, generate measurement data for each of the pel forming elements based on the print image measurement data, generate a uniformity compensated halftone for each of the pel forming elements based on inverse transfer functions corresponding to each of the pel forming elements and the first halftone design and transmit the uniformity compensated halftone for each of the pel forming elements.

Abstract: A printing system is disclosed. The printing system includes a printer to print image data to a medium and a print controller including a halftone calibration module to dynamically generate calibrated halftones to compensate for optical density changes that occur at the printer.

Abstract: A system is disclosed. The system includes at least one physical memory device having a plurality of task queues and a processor to receive print data including a plurality of sheetside images, process one or more of the plurality of sheetside images in parallel via nested task queues, the nested task queues including a first task queue associated with a first set of processing threads and second set of task queues, each associated with a second set of processing threads, each task queue in the second set of task queues corresponding to a thread within the first set of processing threads, wherein execution of tasks via the second set of task queues has a higher priority designation than execution of tasks via the first set of processing threads, which are in the first task queue.

Abstract: Systems, methods, software for adaptive flushing. In one embodiment, an adaptive flushing system obtains bit plane data from a plurality of bit planes, and arranges the bit plane data into one or more pixel blocks. For a pixel block, the adaptive flushing system identifies a flush record for the pixel block that indicates a flush eligibility status for each of the pixels in the pixel block, and updates the flush record to indicate the flush eligibility status as flush-ineligible for each of the pixels in the pixel block having a jetting symbol specified in the bit planes. The adaptive flushing system selects a candidate pixel(s) from the pixel block as a candidate for flushing, and modifies the bit plane data in one or more of the bit planes to include a flush symbol at the candidate pixel when the candidate pixel has a flush eligibility status that is flush eligible.

Abstract: Systems, methods, software for monitoring usage of a recording medium in an image forming apparatus. In one embodiment, a usage monitor receives a raster image, and identifies thresholds that distinguish different intensity levels reproduced by different drop sizes of the recording material. The usage monitor identifies a set of pixel values for a block of pixels from the raster image, performs a vectorized comparison of the set of pixel values to each of the thresholds to generate sets of comparison bits, determines a number of set bits in each of the sets of comparison bits, and updates a threshold counter for each of the thresholds based on the number of set bits. The usage monitor may then compute drop counts for different drop sizes based on the threshold counter for each of the thresholds.

Abstract: Systems, methods, software for monitoring usage of a recording medium in an image forming apparatus. In one embodiment, a usage monitor receives a raster image, and identifies thresholds that distinguish different intensity levels reproduced by different drop sizes of the recording material. The usage monitor identifies a set of pixel values for a block of pixels from the raster image, performs a vectorized comparison of the set of pixel values to each of the thresholds to generate sets of comparison bits, determines a number of set bits in each of the sets of comparison bits, and updates a threshold counter for each of the thresholds based on the number of set bits. The usage monitor may then compute drop counts for different drop sizes based on the threshold counter for each of the thresholds.

Abstract: A system is disclosed. The system includes at least one physical memory device having a plurality of task queues and a processor to receive print data including a plurality of sheetside images, process one or more of the plurality of sheetside images in parallel via nested task queues, the nested task queues including a first task queue associated with a first set of processing threads and second set of task queues, each associated with a second set of processing threads, each task queue in the second set of task queues corresponding to a thread within the first set of processing threads, wherein execution of tasks via the second set of task queues has a higher priority designation than execution of tasks via the first set of processing threads, which are in the first task queue.

Abstract: Systems and methods are provided for adaptive ink flushing of a printer. One embodiment is an apparatus that includes an adaptive ink flushing controller configured to obtain nozzle firing data for a nozzle of a printhead, to analyze the nozzle firing data to determine an inactive firing span of the nozzle, and, in response to determining that the inactive firing span of the nozzle exceeds a threshold, to transmit a firing instruction for ejecting ink.

Abstract: Systems, methods, software for halftoning. In one embodiment, a halftone system receives a raster image comprising an array of pixels, and performs a multi-level halftoning process on one or more blocks of the pixels. The system identifies thresholds that distinguish different intensity levels. For each block, the system identifies a set of pixel values for the pixels in the block, performs a vectorized comparison of the set of pixel values to each of the thresholds to generate sets of comparison bits, and performs ternary logic operations with three of the sets of comparison bits as input to define a set of low-order bits and a set of higher-order bits for the pixels in the block.

Abstract: Systems, methods, software for image filtering. In one embodiment, a system receives a raster image comprising an array of pixels, divides the raster image into regions of pixels, and identifies a region size limit for the regions. The system performs image filtering on each region with an image filter that operates based on a filter parameter that is adjustable between a first value where minimal filtering is performed and a second value where maximum filtering is performed. For the image filtering, the system measures a compressed region size of the region when compressed with a run-length encoding scheme, computes the filter parameter for the region based on the compressed region size and the region size limit, and applies the image filter on the region based on the filter parameter computed for the region to generate a filtered region having increased redundant patterns of pixel values.

Abstract: A printing system is disclosed. The printing system includes at least one physical memory device to store halftone calibration logic and one or more processors coupled with the at least one physical memory device to execute the halftone calibration logic determine an uncalibrated deposition distribution for each of a plurality of pel forming elements, determine a calibrated deposition distribution for each of the plurality of pel forming elements and determine calibration values for each of the plurality of pel forming elements.

Abstract: A system is disclosed. The system at least one physical memory device to store ink estimation logic and one or more processors coupled with the at least one physical memory device, to execute the ink estimation logic to receive one or more gray level histograms, receive one or more halftone designs and generate estimated ink usage data for each of one or more color planes based on the gray level histograms and the halftone designs, wherein each gray level histogram corresponds to one of the one or more color planes, and each halftone design corresponds to one of the one or more color planes.

Abstract: Systems and methods are provided for adaptive ink flushing of a printer. One embodiment is an apparatus that includes an adaptive ink flushing controller configured to obtain nozzle firing data for a nozzle of a printhead, to analyze the nozzle firing data to determine an inactive firing span of the nozzle, and, in response to determining that the inactive firing span of the nozzle exceeds a threshold, to transmit a firing instruction for ejecting ink.