Image processing method and image processing apparatus

An image processing method, comprising the steps of:

• determining for each designated line of input image data whether or not pixels that comprise the designated line are pixels that comprise an edge portion of a line drawing;
• finding brightness values of pixels, when the pixels do not comprise the edge, by using a computation on the basis of brightness values of pixel positions corresponding to a line processed prior to the designated line and updating the brightness values processed prior to this with the brightness values which are found;
• conducting a process, when the pixels comprise the edge, which maintains without change the brightness values of the pixel positions corresponding to the line processed prior to the designated line and repeatedly executing the process for each pixel comprising that designated line one designated line at a time;
• finding, through a background predicting process conducted for each designated line, the brightness value of each pixel excluding the effects of the brightness of the edge portions in the line drawing;
• setting a designated search range, when the brightness value for each pixel in the designated line obtained in the background predicting process is determined to be a desired brightness value or less, which includes the pixels having the desired brightness value;
• finding the change in brightness from adjacent pixels within this search range for each pixel, and when the number of pixels in which there is substantially no change in brightness within the search range is not less than a preset number, a determined brightness value is determined on the basis of the brightness value of the pixels with little change in brightness, and when the number of pixels with substantially no change in brightness in the search range is smaller than a preset number, the determined brightness value is determined on the basis of the brightness values of the pixels over the entire search range;
• modifying background prediction results using the determined brightness value;
• and,
• comparing the result of modifying the background prediction results and the brightness value set as the desired value, finding the difference between these values, and achieving the desired brightness value by adding the difference that is found to the brightness value of the pixel position corresponding to said input image data.

An image processing method, comprising the steps of:

• acquiring data used to find n−1 threshold values necessary in converting image data in each line of input image data into n values, n being an integer greater than 1;
• finding n−1 threshold values after the step of acquiring data is completed for a specific line;
• initiating shading correction for each designated line on said input image data;
• converting the image which has undergone shading correction into n values with n−1 threshold values;
• determining, using shading correction for each designated line of input image data, whether or not pixels comprising the designated line are pixels comprising an edge portion of a line drawing;
• finding the brightness values of pixels being processed when it is determined that the pixels being processed are not pixels comprising the edge portion by using a computation on the basis of the brightness values of corresponding pixel positions of the lines processed prior to the designated line;
• updating the brightness values processed prior to the designated line by the brightness values that are found;
• maintaining without change, when the pixels being processed comprise the edge, the brightness values of the corresponding pixel positions of the lines processed prior to the designated line and repeatedly conducting the step of maintaining for each pixel comprising the designated line, one designated line at a time;
• conducting a background predicting process which finds, for each designated line, the brightness values of each pixel excluding the effects of the brightness of the edge portions in the line drawing, wherein when the brightness value for each pixel in the designated line obtained in the background Predicting process is determined to be a desired brightness value or less, a designated search range is set which includes pixels having this brightness value, the change in brightness from adjacent pixels within this search range is found for each pixel, and when the number of pixels in which there is substantially no change in brightness within the search range is not less than a preset number, the brightness value is determined on the basis of the brightness value of the pixels with substantially no change in brightness, and when the number of pixels with little change in brightness in the search range is smaller than a preset number, the brightness value is determined on the basis of the brightness values of the pixels over the entire search range, and background prediction results are modified using these determined values;
• comparing and finding the difference between the results of modifying the background prediction results and the brightness value set as the desired value;
• and,
• finding a background correction to achieve the desired brightness value by adding the difference to the brightness values of the pixel positions corresponding to the input image data.

An image processing method, comprising the steps of:

• acquiring, for each designated line of an image, data necessary to determine whether or not the image is a line drawing from the image data in each designated line;
• determining whether or not the image is a line drawing;
• initiating shading correction in each designated line when the image is determined to be a line drawing;
• determining, using shading correction for each designated line of input image data, whether or not pixels comprising the designated line are pixels comprising an edge portion of a line drawing;
• finding the brightness values of pixels being processed when it is determined that the pixels being processed are not pixels comprising the edge portion by using a computation on the basis of the brightness values of corresponding pixel positions of the lines processed prior to the designated line;
• updating the brightness values processed prior to the designated line by the brightness values that are found;
• maintaining without change, when the pixels being processed comprise the edge, the brightness values of the corresponding pixel positions of the lines processed prior to the designated line and repeatedly conducting the step of maintaining for each pixel comprising the designated line, one designated line at a time;
• conducting a background predicting process which finds, for each designated line, the brightness values of each pixel excluding the effects of the brightness of the edge portions in the line drawing, wherein when the brightness value for each pixel in the designated line obtained in the background predicting process is determined to be a desired brightness value or less, a designated search range is set which includes pixels having this brightness value, the change in brightness from adjacent pixels within this search range is found for each pixel, and when the number of pixels in which there is substantially no change in brightness within the search range is not less than a preset number, the brightness value is determined on the basis of the brightness value of the pixels with substantially no change in brightness, and when the number of pixels with little change in brightness in the search range is smaller than a preset number, the brightness value is determined on the basis of the brightness values of the pixels over the entire search range, and background prediction results are modified using these determined values;
• comparing and finding the difference between the results of modifying the background prediction results and the brightness value set as the desired value;
• and,
• finding a background correction to achieve the desired brightness value by adding the difference to the brightness values of the pixel positions corresponding to the input image data.

An image processing method, comprising the steps of:

• acquiring data necessary to determine whether or not the image is a line drawing from image data in each designated line of input image data;
• determining whether or not the image is a line drawing;
• acquiring data to find n−1 threshold values necessary in converting the image data in each designated line of the input image data into n values for each designated line, n being an integer;
• finding n−1 threshold values for a specific line;
• initiating shading correction in each designated line when the image is determined to be a line drawing, and converting the image to n values using the n−1 threshold values;
• initiating a gradation process which obtains a two-dimensional gradation of the image when the image is not determined to be a line drawing;
• determining, using shading correction for each designated line of input image data, whether or not pixels comprising the designated line are pixels comprising an edge portion of a line drawing;
• finding the brightness values of pixels being processed when it is determined that the pixels being processed are not pixels comprising the edge portion by using a computation on the basis of the brightness values of corresponding pixel positions of the lines processed prior to the designated line;
• updating the brightness values processed prior to the designated line by the brightness values that are found;
• maintaining without change, when the pixels being processed comprise the edge, the brightness values of the corresponding pixel positions of the lines processed prior to the designated line and repeatedly conducting the step of maintaining for each pixel comprising the designated line, one designated line at a time;
• conducting a background predicting process which finds, for each designated line, the brightness values of each pixel excluding the effects of the brightness of the edge portions in the line drawing, wherein when the brightness value for each pixel in the designated line obtained in the background predicting process is determined to be a desired brightness value or less, a designated search range is set which includes pixels having this brightness value, the change in brightness from adjacent pixels within this search range is found for each pixel, and when the number of pixels in which there is substantially no change in brightness within the search range is not less than a preset number, the brightness value is determined on the basis of the brightness value of the pixels with substantially no change in brightness, and when the number of pixels with little change in brightness in the search range is smaller than a preset number, the brightness value is determined on the basis of the brightness values of the pixels over the entire search range, and background prediction results are modified using these determined values:
• comparing and finding the difference between the results of modifying the background prediction results and the brightness value set as the desired value;
• and,
• finding a background correction to achieve the desired brightness value by adding the difference to the brightness values of the pixel positions corresponding to the input image data.

An image processing apparatus, comprising:

• an image data line memory that stores data of designated lines of input image data;
• background predicting means for determining whether or not respective pixels comprising the image data of the designated lines stored in the image data line memory are pixels comprising edge portions of a line drawing, and finding a brightness value of each pixel excluding the effects of the brightness of the edge portions in the line drawing, in said lines being processed, wherein, when the pixels do not comprise the edge, finding brightness values of the pixels being processed using a computation on the basis of the brightness values of pixel positions corresponding to a line processed prior to the designated line, and updating the brightness values processed prior using these brightness values which are found, and when the pixels comprise the edge, repeatedly executing a process which maintains without change the brightness values of the pixel positions corresponding to the line processed prior to the designated line for each pixel comprising the designated line, one designated line at a time, and finding through the use of a background predicting process the brightness value of each pixel for each designated line excluding the effects of the brightness of the edge portions in the line drawing;
• background prediction line memory that stores the brightness value of each pixel in the lines being processed obtained by the background predicting means;
• background prediction modifying means for determining whether or not the effects of the line drawing other than the edge portion is included in the brightness value of each pixel for which the background is predicted in the lines being processed, and for finding the brightness value of each pixel excluding this effect and updating the brightness values of the pixels at corresponding positions of said background prediction line memory to this value that has been found when effects of the line drawing other than the edge portion are included, wherein, when the brightness value for each pixel position in a line being processed is determined to be a desired brightness value or less on the basis of the contents of the background prediction line memory obtained in the background predicting process, the modifying means sets a designated search range which includes the pixels having this brightness value, and finds the change in brightness from the adjacent pixels within this search range for each pixel, and when the number of pixels in which there is little change in brightness within the search range is not less than a preset number, the modifying means determines a brightness value on the basis of the brightness value of the pixels with substantially no change in brightness, and when the number of pixels with substantially no change in brightness in the search range is smaller than a preset number, the modifying means determines the brightness value on the basis of the brightness values of the pixels over the entire search range, and modifies the background prediction results by updating the brightness values of the corresponding pixel positions of said background prediction line memory to the brightness values which are determined;
• and,
• background correcting means for correcting the brightness so that the content of said image data line memory achieves the desired brightness, based on the content of the background prediction line memory which stores the results after modification by the background prediction modifying means, by comparing the results modified by said background prediction modifying means and the brightness value set as the desired value, and finding the difference between these, and modifying the brightness to the desired brightness by adding the difference that is found to the brightness value of the corresponding pixel position of image data line memory.

An image processing apparatus, comprising:

• an image data line memory that stores data of designated lines of input image data;
• background predicting means for determining for each designated line of input image data whether or not pixels that comprise the designated line are pixels that comprise an edge portion of a line drawing, and when the pixels do not comprise the edge, finding brightness values of the pixels being processed using a computation on the basis of the brightness values of pixel positions corresponding to a line processed prior to the designated line, and updating the brightness values processed prior using these brightness values which are found, and when the pixels comprise the edge, repeatedly executing a process which maintains without change the brightness values of the pixel positions corresponding to the line processed prior to the designated line for each pixel comprising the designated line, one designated line at a time, and finding through the use of a background predicting process the brightness value of each pixel for each designated line excluding the effects of the brightness of the edge portions in the line drawing;
• a background prediction line memory that stores the brightness value of each pixel in the lines being processed obtained by the background predicting means;
• background prediction modifying means which, when the brightness value for each pixel position in a line being processed is determined to be a desired brightness value or less on the basis of the contents of the background prediction line memory obtained in the background predicting process, sets a designated search range which includes the pixels having this brightness value, and finds the change in brightness from the adjacent pixels within this search range for each pixel, and when the number of pixels in which there is substantially no change in brightness within the search range is not less than a preset number, determines a brightness value on the basis of the brightness value of the pixels with substantially no change in brightness, and when the number of pixels with little change in brightness in the search range is smaller than a preset number, determines the brightness value on the basis of the brightness values of the pixels over the entire search range, and modifies the background prediction results by updating the brightness values of the corresponding pixel positions of said background prediction line memory to the brightness values which are determined;
• and,
• background correcting means for comparing the results modified by said background prediction result modification means and the brightness value set as the desired value, and finding the difference between these, and modifying the brightness to the desired brightness by adding the difference that is found to the brightness value of the corresponding pixel position of image data line memory.

An image processing apparatus, comprising:

• an image data line memory that stores data of designated lines of input image data;
• shading correction means for correcting shading of the image data for each designated line on the basis of the image data stored in this image data line memory;
• threshold value computation means for acquiring data to find n−1 threshold values necessary in converting an image into n values, n being an integer greater than 1, from the image data stored in said image data line memory, and after data acquisition for a specific line is completed, finding n−1 threshold values, n being an integer;
• and
• n value conversion process means for converting the image that has undergone shading correction by said shading correction means into n values, using said n−1 threshold values;
• natural image gradation process means for accomplishing a two-dimensional gradation process on images other than line drawings;
• and
• selection means for selecting said natural image gradation process means or a line drawing gradation process means comprising said threshold value computation means, shading correction means and n value conversion process means in accordance with a determination from a line drawing determination means as to whether the image is a line drawing,
• wherein when the image is a line drawing, a gradation process including shading correction is accomplished by said line drawing gradation process means, and when the image is not a line drawing, a gradation process is accomplished by said natural image gradation process means.

An image processing apparatus, comprising:

• an image data line memory that stores data of designated lines of input image data;
• line drawing determination means for acquiring data necessary to determine, in each designated line, whether or not the image data is a line drawing on the basis of the image data stored in the image data line memory, and after the data is acquired for a specific line, determining whether or not the image data is a line drawing;
• shading correction means for correcting shading of the image data for each designated line on the basis of the image data stored in the image data line memory;
• switching means which, upon receiving from said line drawing determination means the result that the image is a line drawing, provides the contents of said image data line memory to the shading correction means;
• natural image gradation process means for accomplishing a two-dimensional gradation process on images other than line drawings;
• and
• selection means for selecting said natural image gradation process means or a line drawing gradation process means comprising a threshold value computation means, said shading correction means and said n value conversion process means in accordance with the determination from said line drawing determination means as to whether the image is a line drawing,
• wherein when the image is a line drawing a gradation process including shading correction is accomplished by said line drawing gradation process means, and when the image is not a line drawing, a gradation process is accomplished by said natural image gradation process means.

An image processing apparatus, comprising:

• an image data line memory that stores data of designated lines of input image data;
• line drawing determination means for acquiring data necessary to determine, in each designated line, whether or not the image data is a line drawing on the basis of the image data stored in the image data line memory, and after the data is acquired for a specific line, determining whether or not the image data is a line drawing;
• threshold value computation means for acquiring threshold data used to find n−1 threshold values necessary in converting an image into n values, n being an integer greater than 1, from the image data stored in said image data line memory, and after the threshold data is acquired for a specific line, finding n−1 threshold values;
• shading correction means for correcting shading of image data for each designated line on the basis of the image data stored in this image data line memory;
• n value conversion process means for converting the image that has undergone shading correction by said shading correction means into n values, using said n−1 threshold values;
• natural image gradation process means for accomplishing a two-dimensional gradation process on images other than line drawings;
• and
• selection means for selecting said natural image gradation process means or a line drawing gradation process means comprising said threshold value computation means, shading correction means and n value conversion process means, in accordance with the determination from said line drawing determination means as to whether the image is a line drawing,
• wherein when the image is a line drawing, a gradation process including shading correction is accomplished by said line drawing gradation process means, and when the image is not a line drawing, a gradation process is accomplished by said natural image gradation process means.