JPH0443469A - Detection device for fingerprint picture rotational amount - Google Patents
Detection device for fingerprint picture rotational amountInfo
- Publication number
- JPH0443469A JPH0443469A JP2150752A JP15075290A JPH0443469A JP H0443469 A JPH0443469 A JP H0443469A JP 2150752 A JP2150752 A JP 2150752A JP 15075290 A JP15075290 A JP 15075290A JP H0443469 A JPH0443469 A JP H0443469A
- Authority
- JP
- Japan
- Prior art keywords
- picture
- fingerprint
- image
- collation
- angle
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000001514 detection method Methods 0.000 title description 7
- 238000012795 verification Methods 0.000 claims description 27
- 238000012545 processing Methods 0.000 abstract description 6
- 238000010586 diagram Methods 0.000 description 6
- 238000011840 criminal investigation Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
Abstract
Description
【発明の詳細な説明】
[産業上の利用分野]
本発明は確実な指紋照合を行なう前提として、指紋の照
合画像が登録画像に対してどの程度回転しているかを検
出する指紋画像回転量検出装置に関する。[Detailed Description of the Invention] [Industrial Application Field] The present invention is a fingerprint image rotation amount detection method that detects how much a fingerprint verification image is rotated with respect to a registered image, as a premise for reliable fingerprint verification. Regarding equipment.
[従来の技術]
指紋は同一人を特定するのに有用であり、犯罪捜査の分
野では従来より多用されている。近年においては指紋の
照合を自動化する試みが種々提案されており、これらは
指紋隆線の端点や分岐点等の指紋特徴点や、隆線方向た
る各指紋特徴点の方向等を対照して、指紋の照合画像と
登録画像の座標を一致せしめて照合を行なっている。[Prior Art] Fingerprints are useful for identifying the same person, and have been widely used in the field of criminal investigation. In recent years, various attempts to automate fingerprint verification have been proposed. Verification is performed by matching the coordinates of the fingerprint verification image and the registered image.
この照合は従来、大型計算機を使用した膨大な計算によ
り行なっていた。そこで、例えば特開昭52−8584
1号公報には、上記各指紋特徴点について、いくつかの
パラメータ(特徴点関係)を与え、照合画像および登録
画像につき特徴点関係が一致した特徴点対のみを抽出し
て、両画像の座標変動量を、押捺時の条件に無関係に比
較的少ない計′H量で可能としたものが提案されている
。Conventionally, this verification has been performed through extensive calculations using large-scale computers. Therefore, for example, JP-A-52-8584
In Publication No. 1, several parameters (minutiae relationships) are given for each fingerprint minutiae mentioned above, and only minutiae pairs with matching minutiae relationships are extracted from the verification image and the registered image, and the coordinates of both images are calculated. It has been proposed that the amount of variation can be made with a relatively small total amount of H regardless of the conditions at the time of stamping.
[発明が解決しようとする課題]
しかしながら、上記提案の装置によっても、各指紋特徴
点の位置とパラメータを算出するための計算量はマイク
ロコンピュータの処理能力を越えることがあり、指紋照
合を車両や家屋のキーレスエントリシステムに適用する
場合等(こコンパクトな装置とならないという問題があ
る。[Problems to be Solved by the Invention] However, even with the device proposed above, the amount of calculation required to calculate the position and parameters of each fingerprint minutiae may exceed the processing capacity of a microcomputer. When applied to a keyless entry system for a house, etc., there is a problem that the device is not compact.
ところで、上記キーレスエントリシステム等においては
、指先が指紋検出部によりある程度拘束されるため、一
般の指紋照合に比較すると、座標変動量はそれ程大きく
ない上に、回転変動のみを検出して補正すれば十分精度
の良い指紋照合が可能である。By the way, in the above-mentioned keyless entry system, etc., the fingertip is restrained to some extent by the fingerprint detection unit, so the amount of coordinate variation is not so large compared to general fingerprint verification, and it is necessary to detect and correct only rotational variation. Fingerprint matching with sufficient accuracy is possible.
そこで、本発明はかかる背景に鑑み、指紋登録画像に対
する照合画像の座標回転角を容易かつ確実に検出するこ
とができる指紋画像回転量検出装置を提供することを目
的とする。SUMMARY OF THE INVENTION In view of this background, it is an object of the present invention to provide a fingerprint image rotation amount detection device that can easily and reliably detect the coordinate rotation angle of a verification image with respect to a fingerprint registration image.
[課題を解決するための手段]
本発明の詳細な説明すると、画像回転量検出装置は、第
1図に示す如く、指紋を検出して照合画像として読込む
手段と、予め記憶した指紋の登録画像と上記照合画像を
画面中心を一致せしめて重ねる手段と、重ねた状態で登
録画像の各指紋特徴点につき、その所定範囲内に存在す
る照合画像の指紋特徴点の方向と当該登録画像の指紋特
徴点の方向の角度差を検出する手段と、登録画像の各指
紋特徴点について検出された上記方向の角度差のうち、
最も頻度が高く現れる角度差を上記照合画像の回転角と
して出力する手段とを具備している。[Means for Solving the Problems] To explain in detail the present invention, as shown in FIG. means for overlapping the image and the above-mentioned verification image by aligning their screen centers, and for each fingerprint minutiae of the registered image in the overlapping state, determining the direction of the fingerprint minutiae of the verification image existing within a predetermined range and the fingerprint of the registered image; A means for detecting the angular difference in the direction of the minutiae, and a means for detecting the angular difference in the direction detected for each fingerprint minutiae of the registered image;
and means for outputting the angle difference that appears most frequently as the rotation angle of the matching image.
[作用]
上記構成の装置において、キーレスエントリシステム等
における登録画像と照合画像は回転変動量が比較的小さ
いから、重ねた画像中の、登録画像の各指紋特徴点を中
心とした所定範囲内に照合画像の対応する指紋特徴点が
存在する確率が高い。[Operation] In the device configured as described above, since the registered image and the verification image in the keyless entry system etc. have a relatively small amount of rotational variation, the registered image and the matching image in the keyless entry system, etc., have a relatively small amount of rotational variation, so that within a predetermined range centered on each fingerprint minutiae of the registered image in the superimposed images. There is a high probability that the corresponding fingerprint minutiae in the matching image exists.
しかして、上記各所定範囲について、両指紋特徴点の方
向差(角度差)を検出すると、このうち、最も頻度高く
得られる角度差が照合画像の回転角に一致する。When the directional differences (angular differences) between both fingerprint minutiae are detected for each of the predetermined ranges, the angular difference that is most frequently obtained matches the rotation angle of the matching image.
かかる装置によれば、従来装置の如き各指紋特徴点につ
いてパラメータを算出する必要はないから、演算量は極
めて少なくなり、マイクロコンピュータ程度の処理能力
で十分対応できる。According to such a device, there is no need to calculate parameters for each fingerprint minutiae as in the conventional device, so the amount of calculation becomes extremely small, and the processing power of a microcomputer is sufficient.
[実施例]
第2図には装置の全体構成を示す。図中1は照合画像読
込器であり、土壁に三角プリズム12の一面が露出する
開口11が設けてあり、この開口11は指先Mをガイド
するような溝穴となっている(第3図)。上記読込器1
内には上記プリズム12に光線を入射せしめる光源13
が設けられ、プリズム12に当てた指先表面の指紋を照
射して、レンズ14を経てカメラ15に入力せしめる。[Example] FIG. 2 shows the overall configuration of the device. Reference numeral 1 in the figure is a verification image reader, and an opening 11 is provided in the earthen wall through which one side of the triangular prism 12 is exposed, and this opening 11 is a slot that guides the fingertip M (see Figure 3). ). Above reader 1
Inside is a light source 13 that makes a light beam enter the prism 12.
is provided, and the fingerprint on the surface of the fingertip applied to the prism 12 is irradiated and input to the camera 15 through the lens 14.
カメラ15に得られた指紋画像はビデオ信号線16によ
り照合画像として測定部2に送られる。The fingerprint image obtained by the camera 15 is sent to the measuring section 2 as a verification image via a video signal line 16.
測定部2は二値化回路21、画像メモリ22、登録メモ
リ23、画像処理回路24、位置合わせ回路25、およ
び上記各回路21.24.25を制御するとともに後述
の演算を行なう制御コンピュータ26より構成されてい
る。なお、二値化回路21、画像処理回路24、位置合
わせ回路25はいずれも公知の回路である。The measurement unit 2 is operated by a control computer 26 that controls a binarization circuit 21, an image memory 22, a registration memory 23, an image processing circuit 24, an alignment circuit 25, and each of the above-mentioned circuits 21, 24, and 25 and performs calculations described later. It is configured. Note that the binarization circuit 21, the image processing circuit 24, and the alignment circuit 25 are all known circuits.
上記二値化回路21は入力した上記照合画像を二値化し
、二値化された照合画像は画像メモリ22に記憶される
。記憶された二値化画像は、画像処理回路24にてノイ
ズ除去および細線化されて指紋特徴点が抽出される。登
録メモリ23には予め登録画像が二値化されて記憶され
ており、この登録画像は既にノイズ除去、指紋特徴点の
抽出が終了している。The binarization circuit 21 binarizes the input matching image, and the binarized matching image is stored in the image memory 22. The stored binarized image is subjected to noise removal and thinning in the image processing circuit 24, and fingerprint minutiae are extracted. A registered image is previously stored in the registration memory 23 in a binarized manner, and noise removal and fingerprint feature point extraction have already been completed for this registered image.
ここで、第4図に登録画像の一例を示し、図中P1は隆
線の端点て指紋特徴点の一つである。また、第5図は照
合画像の一例で、図中P2は上記指紋特徴点P1に対応
する指紋特徴点である。かかる登録画像と照合画像は画
面中心を一致せしめて位置合わせ回路25において両者
を重ねる。重ねた画像を第6図に示す。Here, an example of a registered image is shown in FIG. 4, and P1 in the figure is an end point of a ridge, which is one of the fingerprint minutiae. FIG. 5 is an example of a verification image, and P2 in the figure is a fingerprint minutiae corresponding to the fingerprint minutiae P1. The registered image and the verification image are overlapped in the alignment circuit 25 with their screen centers aligned. The superimposed images are shown in FIG.
ところで、溝穴開口11で規制された指先Mは大きく位
置が変動することはなく、−例として、画面中心0凹り
の20度の回転量は、第8図に示す如く、X軸、y軸方
向の座標変動が殆ど生じないとすれば、100画素離れ
た位置で36画素である。By the way, the position of the fingertip M, which is regulated by the slot opening 11, does not change greatly, and for example, the rotation amount of 20 degrees of the 0-degree concave at the center of the screen, as shown in FIG. If there is almost no coordinate variation in the axial direction, there are 36 pixels at a position 100 pixels apart.
しかして、照合画像の回転量が登録画像に対して20度
程度であれば、第6図の重ねた画像上において、登録画
像の指紋特徴点P1を中心に±ρ=(40画素)の範囲
りに、これに対応する照合画像の指紋特徴点P2が存在
する確率は極めて高い。Therefore, if the rotation amount of the matching image is about 20 degrees with respect to the registered image, on the superimposed image in FIG. Furthermore, the probability that the fingerprint minutiae P2 of the matching image corresponding to this exists is extremely high.
しかして、上記範囲り内に存在する登録画像の指紋特徴
点P2の方向θ2(第7図)と、照合画像の指紋特徴点
P1の方向θ1の方向差(角度差)Δθを算出し、これ
を登録画像の全ての指紋特徴点について行なった結果を
第9図に示す。図は、上記角度差を5度単位で1子化し
て横軸とし、同一の角度差を示した指紋特徴点の数を縦
軸としてグラフを描いたもので、これによればΔθ=2
(10度)を示す指紋特徴点の数が最も多く、これによ
り、互いに対応する指紋特徴点間の角度差Δθは10度
であることが知られる。そして、これはとりもなおさず
、照合画像の回転角を示すものであり、制御コンピュー
タ(第2図)より回転角信号として出力される。Then, the direction difference (angular difference) Δθ between the direction θ2 (FIG. 7) of the fingerprint minutiae P2 of the registered image existing within the above range and the direction θ1 of the fingerprint minutiae P1 of the verification image is calculated. FIG. 9 shows the results of performing this on all fingerprint minutiae points of the registered image. The figure is a graph in which the horizontal axis represents the angular difference in units of 5 degrees, and the vertical axis represents the number of fingerprint minutiae that showed the same angular difference.According to this, Δθ=2
It is known that the number of fingerprint minutiae showing the angle (10 degrees) is the largest, and therefore, the angular difference Δθ between the mutually corresponding fingerprint minutiae points is 10 degrees. This, of course, indicates the rotation angle of the matching image, and is output as a rotation angle signal from the control computer (FIG. 2).
なお、上記実施例において、照合画像を例えば20度、
40度、60度と回転せしめて登録画像と重ね合せ、こ
の各状態を基準にして回転角を検出するようになせば、
指紋検出の指先が大きく角度を変える場合にも画像回転
量を正確に検出することができる。In addition, in the above embodiment, the matching image is rotated at 20 degrees, for example.
If you rotate it 40 degrees and 60 degrees and overlap it with the registered image, and detect the rotation angle based on each state,
Even when the angle of the fingertip used for fingerprint detection changes significantly, the amount of image rotation can be accurately detected.
[発明の効果]
以上の如く、本発明の指紋画像回転量検出装置によれば
、複雑かつ大量の演算をすることなく、照合画像と登録
画像の相対回転角を正確に知ることができるから、指紋
照合装置全体をコンパクトなものにすることが可能であ
る。[Effects of the Invention] As described above, according to the fingerprint image rotation amount detection device of the present invention, it is possible to accurately know the relative rotation angle between the verification image and the registered image without performing complicated and large amounts of calculations. It is possible to make the entire fingerprint verification device compact.
第1図はクレーム対応図、第2図は装置の全体構成図、
第3図は照合画像読込器の部分平面図、第4図および第
5図はそれぞれ指紋の登録画像および照合画像を示す図
、第6図は重ねた画像を示す図、第7図は重ねた画像の
部分拡大図、第8図は画像回転角と画素の関係を示す図
、第9図は各方向差と特徴点の数を示すグラフである。
1・・・照合画像読込器(照合画像読込手段)12・・
・プリズム
13・・・光源
15・・・カメラ
2・・・測定部
25・・・位置合わせ凹8(画像重ね手段)26・・・
制御コンピュータ(角度差検出手段、回転角出力手段)
第4図
第5図Figure 1 is a complaint correspondence diagram, Figure 2 is an overall configuration diagram of the device,
Figure 3 is a partial plan view of the verification image reader, Figures 4 and 5 are diagrams showing the registered fingerprint image and verification image, respectively, Figure 6 is a diagram showing the superimposed images, and Figure 7 is the diagram showing the overlapped images. A partially enlarged view of the image, FIG. 8 is a diagram showing the relationship between the image rotation angle and pixels, and FIG. 9 is a graph showing each direction difference and the number of feature points. 1...Verification image reading device (verification image reading means) 12...
・Prism 13...Light source 15...Camera 2...Measuring section 25...Positioning recess 8 (image overlapping means) 26...
Control computer (angular difference detection means, rotation angle output means) Fig. 4 Fig. 5
Claims (1)
した指紋の登録画像と上記照合画像を画面中心を一致せ
しめて重ねる手段と、重ねた状態で登録画像の各指紋特
徴点につき、その所定範囲内に存在する照合画像の指紋
特徴点の方向と当該登録画像の指紋特徴点の方向の角度
差を検出する手段と、登録画像の各指紋特徴点について
上記検出された方向の角度差のうち、最も頻度が高く現
れる角度差を上記照合画像の回転角として出力する手段
とを具備する指紋画像回転量検出装置。means for detecting a fingerprint and reading it as a verification image; means for superimposing a pre-stored registered fingerprint image and the verification image by aligning the screen centers; means for detecting the angular difference between the direction of the fingerprint minutiae of the verification image existing within the range and the direction of the fingerprint minutiae of the registered image; , means for outputting the angle difference that appears most frequently as the rotation angle of the verification image.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2150752A JP2949787B2 (en) | 1990-06-08 | 1990-06-08 | Fingerprint image rotation amount detection device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2150752A JP2949787B2 (en) | 1990-06-08 | 1990-06-08 | Fingerprint image rotation amount detection device |
Publications (2)
Publication Number | Publication Date |
---|---|
JPH0443469A true JPH0443469A (en) | 1992-02-13 |
JP2949787B2 JP2949787B2 (en) | 1999-09-20 |
Family
ID=15503644
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2150752A Expired - Fee Related JP2949787B2 (en) | 1990-06-08 | 1990-06-08 | Fingerprint image rotation amount detection device |
Country Status (1)
Country | Link |
---|---|
JP (1) | JP2949787B2 (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6757410B1 (en) | 1999-06-24 | 2004-06-29 | Nec Electronics Corporation | Fingerprint verification system and fingerprint verifying method |
EP0942130B1 (en) * | 1998-03-07 | 2006-01-11 | BKS GmbH | Key for a cylinder lock and associated evaluation circuit |
WO2007015660A1 (en) * | 2005-08-03 | 2007-02-08 | Precise Biometrics Ab | Method and device for aligning of a fingerprint |
US7260246B2 (en) | 2000-09-29 | 2007-08-21 | Fujitsu Limited | Pattern-center determination apparatus and method as well as medium on which pattern-center determination program is recorded, and pattern-orientation determination apparatus and method as well as medium on which pattern-orientation determination program is recorded, as well as pattern alignment apparatus and pattern verification apparatus |
JP2011008528A (en) * | 2009-06-25 | 2011-01-13 | Hitachi Omron Terminal Solutions Corp | Biological information generation device, biological authentication device, biological information generation method and biological authentication method |
-
1990
- 1990-06-08 JP JP2150752A patent/JP2949787B2/en not_active Expired - Fee Related
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0942130B1 (en) * | 1998-03-07 | 2006-01-11 | BKS GmbH | Key for a cylinder lock and associated evaluation circuit |
US6757410B1 (en) | 1999-06-24 | 2004-06-29 | Nec Electronics Corporation | Fingerprint verification system and fingerprint verifying method |
US7260246B2 (en) | 2000-09-29 | 2007-08-21 | Fujitsu Limited | Pattern-center determination apparatus and method as well as medium on which pattern-center determination program is recorded, and pattern-orientation determination apparatus and method as well as medium on which pattern-orientation determination program is recorded, as well as pattern alignment apparatus and pattern verification apparatus |
WO2007015660A1 (en) * | 2005-08-03 | 2007-02-08 | Precise Biometrics Ab | Method and device for aligning of a fingerprint |
JP2011008528A (en) * | 2009-06-25 | 2011-01-13 | Hitachi Omron Terminal Solutions Corp | Biological information generation device, biological authentication device, biological information generation method and biological authentication method |
Also Published As
Publication number | Publication date |
---|---|
JP2949787B2 (en) | 1999-09-20 |
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