# US 10,482,338 B2 · Image reading apparatus that aligns directions of document images, image reading method, image forming apparatus, and recording medium > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,482,338 B2 - Document ID: US10482338B2 - Status: Granted - Kind: B2 - Application number: 15/833,538 - Filed: 2017-12-06 - Published: 2018-06-14 - Granted: 2019-11-19 - Earliest claimed: 2016-12-12 - Assignees: KYOCERA Document Solutions Inc. - Applicants: KYOCERA Document Solutions Inc. - Inventors: Toru Michigami - Web page: https://patentgrep.com/patent/US10482338B2 ## CPC - H04N 1/00331: {with an apparatus performing optical character recognition (character recognition G06V30/10)} - G06V 30/12: Detection or correction of errors, e.g. by rescanning the pattern - G06V 30/1463: {Orientation detection or correction, e.g. rotation of multiples of 90 degrees} - H04N 1/04: Scanning arrangements {, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa}(H04N1/387 takes precedence) - H04N 1/387: Composing, repositioning or otherwise {geometrically} modifying originals - H04N 1/3877: {Image rotation} - G06V 30/10: Character recognition - G06V 30/287: {of Kanji, Hiragana or Katakana characters} - H04N 2201/0094: Multifunctional device, i.e. a device capable of all of reading, reproducing, copying, facsimile transception, file transception - H04N: PICTORIAL COMMUNICATION, e.g. TELEVISION - G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING ## Abstract An image reading apparatus includes a character recognition processing unit, an incorrect recognition index calculator, a certainty calculator, a direction determining unit, and an image processing unit. The incorrect recognition index calculator calculates incorrect recognition indexes. The incorrect recognition index is set based on a count of incorrect recognition characters. The count of incorrect recognition characters is a count of candidates for characters possibly incorrectly recognized when the documents are read. The incorrect recognition index is set such that recognition certainty indicative of accuracy of the recognition becomes smaller as the count of incorrect recognition characters increases. The certainty calculator adjusts the recognition certainty using the incorrect recognition index. The direction determining unit that determines a direction of the documents based on the adjusted recognition certainty. The image processing unit corrects the image data based on the determined document direction to align image directions of the plurality of documents. ## Claims ### Claim 1 An image reading apparatus for reading images on a plurality of documents to create image data, the image reading apparatus comprising: a character recognition processing unit that recognizes characters in at least one of a plurality of directions, the characters being expressed by the created image data; an incorrect recognition index calculator that calculates incorrect recognition indexes, the incorrect recognition index being set based on a count of incorrect recognition characters, the count of incorrect recognition characters being a count of candidates for characters possibly incorrectly recognized when the plurality of documents are read, the incorrect recognition index being set such that recognition certainty indicative of accuracy of the recognition becomes smaller as the count of incorrect recognition characters increases; a certainty calculator that adjusts the recognition certainty using the incorrect recognition index; a direction determining unit that determines a direction of the plurality of documents based on the adjusted recognition certainty; and an image processing unit that corrects the image data based on the determined document direction to align image directions of the plurality of documents; wherein the certainty calculator divides the recognition certainty by the incorrect recognition index for the adjustment. ### Claim 2 (depends on 1) The image reading apparatus according to claim 1, wherein the count of incorrect recognition characters is a count of candidates for characters possibly incorrectly recognized caused by a rotation of the plurality of documents when the plurality of documents are read. ### Claim 3 (depends on 1) The image reading apparatus according to claim 1, wherein when a character target for the recognition is present in a preset specific region in the plurality of documents, the incorrect recognition index calculator adjusts the incorrect recognition index such that the recognition certainty decreases. ### Claim 4 (depends on 1) The image reading apparatus according to claim 1, wherein when a character target for the recognition is incorrectly recognized as preliminary assumed caused by a rotation of the plurality of documents, the incorrect recognition index calculator adjusts the incorrect recognition index such that the recognition certainty increases. ### Claim 5 (depends on 1) An image forming apparatus comprising: the image reading apparatus according to claim 1; and an image forming unit that forms the images on print mediums based on the image data where image directions of the plurality of documents are aligned. ### Claim 6 An image reading method for reading images on a plurality of documents to create image data, the image reading method comprising: recognizing characters in at least one of a plurality of directions, the characters being expressed by the created image data; calculating incorrect recognition indexes, the incorrect recognition index being set based on a count of incorrect recognition characters, the count of incorrect recognition characters being a count of candidates for characters possibly incorrectly recognized when the plurality of documents are read, the incorrect recognition index being set such that recognition certainty indicative of accuracy of the recognition becomes smaller as the count of incorrect recognition characters increases; adjusting the recognition certainty using the incorrect recognition index; determining a direction of the plurality of documents based on the adjusted recognition certainty; and correcting the image data based on the determined document direction to align image directions of the plurality of documents; wherein the adjusting of the recognition certainty comprises dividing the recognition certainty by the incorrect recognition index for the adjustment. ### Claim 7 A non-transitory computer-readable recording medium that stores an image reading program for controlling an image reading apparatus for reading images on a plurality of documents to create image data, the image reading program causing the image reading apparatus to function as: a character recognition processing unit that recognizes characters in at least one of a plurality of directions, the characters being expressed by the created image data; an incorrect recognition index calculator that calculates incorrect recognition indexes, the incorrect recognition index being set based on a count of incorrect recognition characters, the count of incorrect recognition characters being a count of candidates for characters possibly incorrectly recognized when the plurality of documents are read, the incorrect recognition index being set such that recognition certainty indicative of accuracy of the recognition becomes smaller as the count of incorrect recognition characters increases; a certainty calculator that adjusts the recognition certainty using the incorrect recognition index; a direction determining unit that determines a direction of the plurality of documents based on the adjusted recognition certainty; and an image processing unit that corrects the image data based on the determined document direction to align image directions of the plurality of documents; wherein the certainty calculator divides the recognition certainty by the incorrect recognition index for the adjustment.