Provided are an image processing device, an image processing method, and an ink jet recording apparatus that can prevent the occurrence of density unevenness, such as banding, regardless of a duty, without causing deterioration of image quality. A jetting rate indicating an ink jetting rate of each of a plurality of nozzles which jet ink in a recording head including the nozzles is determined. A nozzle pattern indicating which of the plurality of nozzles of the recording head is used to record each pixel of an image on a recording medium is determined. The jetting rate of the nozzle which records each pixel is reflected in a gradation value of each pixel of the image on the basis of the determination result of the jetting rate and the determination result of the nozzle pattern to convert the gradation value of each pixel.

Provided are an image processing device, an image processing method, and an ink jet recording apparatus that can prevent the occurrence of density unevenness, such as banding, regardless of a duty, without causing deterioration of image quality. A jetting rate indicating an ink jetting rate of each of a plurality of nozzles which jet ink in a recording head including the nozzles is determined. A nozzle pattern indicating which of the plurality of nozzles of the recording head is used to record each pixel of an image on a recording medium is determined. The jetting rate of the nozzle which records each pixel is reflected in a gradation value of each pixel of the image on the basis of the determination result of the jetting rate and the determination result of the nozzle pattern to convert the gradation value of each pixel.

Methods and systems for sequentially quantizing probability density functions for inkjet printing. In an example embodiment, an operation can be implemented to quantize probability density functions associated with larger drops among a plurality of drops provided by an inkjet printer. Non-quantized probability functions associated with remaining ink drops are then modified utilizing an error incurred at each quantization during quantization of the probability density functions associated with the larger drops. Quantizing the probability density functions and modifying the non-quantized probability functions continue until all drop size probability functions associated with the plurality of drops are quantized.