JP4875117B2 - 画像処理装置 - Google Patents
画像処理装置 Download PDFInfo
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- JP4875117B2 JP4875117B2 JP2009062044A JP2009062044A JP4875117B2 JP 4875117 B2 JP4875117 B2 JP 4875117B2 JP 2009062044 A JP2009062044 A JP 2009062044A JP 2009062044 A JP2009062044 A JP 2009062044A JP 4875117 B2 JP4875117 B2 JP 4875117B2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/40—Document-oriented image-based pattern recognition
- G06V30/41—Analysis of document content
- G06V30/414—Extracting the geometrical structure, e.g. layout tree; Block segmentation, e.g. bounding boxes for graphics or text
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/24—Aligning, centring, orientation detection or correction of the image
- G06V10/245—Aligning, centring, orientation detection or correction of the image by locating a pattern; Special marks for positioning
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
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Description
この例のように認識対象物が名刺である場合、判定条件としては、図4に示すガイド枠42付近に名刺画像43の縁が検出できているか否か、および/または名刺の部分にフォーカスがある程度合っているか否かが判定される。ガイド枠42付近に名刺画像43の縁が存在しているか、またはフォーカスがある程度合っていれば、名刺が認識可能な状態と判定される。また撮影された名刺の大きさが撮影範囲よりも広い場合や、ガイド枠42内付近に名刺画像43の縁が存在していない場合には、名刺が認識不可能な状態と判定される。
処理条件として、例えば「名刺が認識不可能な状態は次の撮影画像を判定する」と設定されていた場合、次の撮影画像をメモリ22から読み出して撮影画像の状態を判定する。また「名刺が認識不可能な状態は画像の高画質化処理を行い再判定する」と設定されていた場合、画像処理部26に対して画像の品質向上のための高画質化処理を行わせる。そして高画質化処理された当該撮影画像またはその一部の名刺画像の部分をメモリ22から読み出して名刺が認識可能な状態か否かを再判定する。
画像処理部26は、文字認識対象の名刺画像を文字認識する前処理として、文字認識の性能を向上させるために認識対象部分領域およびその一部に対して超解像処理などの高画質化処理を施す。すなわち、画像処理部26は、認識不可能な状態の画像に対して画像品質向上のための処理を行う。なお画像処理部26として利用される画像処理用のエンジン(グラフィックチップなどのハードウェア)に余力があれば、認識対象状態判定部23により「名刺が認識不可能な状態」と判定された撮影画像そのものを高画質化してもよい。
認識終了条件としては、メモリ22に記憶された各画像の全ての認識対象部分領域で予め設定された信頼度よりも高い認識結果が得られた、または一定回数以上認識処理を継続したが認識状態がある一定レベルを超えず改善がみられない、またはユーザが名刺をかざすのをやめた(カメラ1からの画像に名刺画像が存在しない)、ユーザが認識終了操作を行い認識終了命令が発行されたといったイベントの発生などである。ユーザが名刺をかざしているか否かの判定については、認識対象状態判定部23で得られる情報(名刺ガイド枠近傍に名刺の縁の直線が存在しているか否かなど)を用いて行うものとする。
文字行領域は、検出された認識対象部分領域を認識対象部分領域検出部24がレイアウト解析することで(ステップS104,S105,S106)、検出される。文字行領域はさらに細かく解析されて単位文字の領域が検出される。文字認識の際は、検出された単位文字の領域を切り出し、予め登録されている辞書とマッチングすることで、文字列(テキスト)を出力する。辞書には、大量の文字パタンから抽出された文字特徴量が文字コードと対応して登録されている。
次に、認識部27は、認識対象部分領域検出部24で抽出された文字行領域内の文字に対して、文字認識が行われる(ステップS110)。認識部27は、文字認識を行う前に、メモリ22から読み出した認識対象部分領域に対して認識が可能か否かの画像の状態の判定を行い、画像にノイズ成分が多く含まれていたり、または画像がぼけていた場合など、その認識対象部分領域の画像の状態が悪い場合は文字認識を行わない。
Claims (7)
- カメラで認識対象物が撮影された画像を記憶可能なメモリと、
前記画像を前記メモリに記録する画像入力部と、
前記画像内に存在する前記認識対象物が認識可能な状態か否かを、予め設定された判定条件に従って判定する認識対象状態判定部と、
前記認識対象状態判定部により認識可能な状態と判定された前記認識対象物の画像領域を検出する認識対象検出部と、
前記メモリに記憶された複数の画像から前記認識対象物の移動量を検出する移動量検出部と、
前記メモリから読み出した前記認識対象物の画像領域から、前記移動量検出部により検出された前記認識対象物の移動量に従って画像領域間の位置の対応をとり、前記画像領域内の認識すべき少なくとも一つの部分領域を検出する部分領域検出部と、
前記部分領域検出部により検出された個々の部分領域に対して認識処理を行い、認識された文字および/またはパターンとその信頼度を前記部分領域毎の認識結果として前記メモリに記憶する認識部と、
撮影時刻の異なる画像領域を認識して得られた同じ部分領域の文字認識結果を前記メモリから読み出し、部分領域毎に時系列として得られる文字認識結果から、部分領域に含まれる文字毎に最も出現割合の高い文字をそれぞれ決定し、それらを連結した文字列を認識結果として出力する認識結果統合部と
を具備することを特徴とする画像処理装置。 - 認識不可能な画像またはその一部の領域に対して画像品質向上のための高画質化処理を行う画像処理部を具備することを特徴とする請求項1記載の画像処理装置。
- 前記認識対象状態判定部は、
前記認識対象物を認識不可能な状態と判定した場合、前記画像処理部により高画質化処理された前記認識対象物の画像またはその一部の画像領域を用いて前記認識対象物が認識可能な状態か否かを再判定することを特徴とする請求項2記載の画像処理装置。 - 前記認識部は、
前記認識対象状態判定部が前記認識対象物を認識不可能な状態と判定した場合、前記画像処理部により高画質化処理された前記認識対象物の画像またはその一部の画像領域を用いて再認識することを特徴とする請求項2記載の画像処理装置。 - 前記認識対象状態判定部は、
前記認識対象物の画像領域が認識不可能な状態と判定した場合、前記カメラの撮影範囲内で前記認識対象物が認識可能となるよう移動を促す情報を出力することを特徴とする請求項1記載の画像処理装置。 - 前記認識部により前記部分領域の認識処理が行われ、予め設定された認識終了条件が満たされた場合、認識処理を終了させる認識終了決定部を具備することを特徴とする請求項1記載の画像処理装置。
- 前記認識結果統合部により統合された認識結果を前記認識対象物の画像領域と共に出力する手段を具備することを特徴とする請求項1記載の画像処理装置。
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JP2009062044A JP4875117B2 (ja) | 2009-03-13 | 2009-03-13 | 画像処理装置 |
US12/723,000 US8289403B2 (en) | 2009-03-13 | 2010-03-12 | Image processing system |
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JP2009062044A JP4875117B2 (ja) | 2009-03-13 | 2009-03-13 | 画像処理装置 |
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JP2010218061A JP2010218061A (ja) | 2010-09-30 |
JP4875117B2 true JP4875117B2 (ja) | 2012-02-15 |
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Cited By (1)
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RU2727464C1 (ru) * | 2016-12-28 | 2020-07-21 | Омрон Хэлткэа Ко., Лтд. | Оконечное устройство |
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