4. A computer-implemented method, comprising: under the control of one or more computer systems configured with executable instructions, obtaining an image captured with an imaging element of a computing device; identifying, within the image, a first region and a second region, the first region and the second region each containing a representation of at least one object; determining, by at least one processor, that the first region has a first image quality associated with poor object recognition, and that the second region has a second image quality associated with acceptable object recognition; applying, by the at least one processor, at least one image quality enhancement to the first region to improve visual recognition within the first region, wherein the first image quality is improved to be associated with the acceptable object recognition; and causing the first region to be processed using a visual recognition technique.
4. A computer-implemented method, comprising: under the control of one or more computer systems configured with executable instructions, obtaining an image captured with an imaging element of a computing device; identifying, within the image, a first region and a second region, the first region and the second region each containing a representation of at least one object; determining, by at least one processor, that the first region has a first image quality associated with poor object recognition, and that the second region has a second image quality associated with acceptable object recognition; applying, by the at least one processor, at least one image quality enhancement to the first region to improve visual recognition within the first region, wherein the first image quality is improved to be associated with the acceptable object recognition; and causing the first region to be processed using a visual recognition technique. 11. The computer-implemented method of claim 4 , further comprising: wherein the at least one object comprises text; determining that a text size of the text is below a threshold size; and upsampling the first region.