JPH07114689A - Method for recognizing vehicle registered number - Google Patents

Method for recognizing vehicle registered number

Info

Publication number
JPH07114689A
JPH07114689A JP5284035A JP28403593A JPH07114689A JP H07114689 A JPH07114689 A JP H07114689A JP 5284035 A JP5284035 A JP 5284035A JP 28403593 A JP28403593 A JP 28403593A JP H07114689 A JPH07114689 A JP H07114689A
Authority
JP
Japan
Prior art keywords
license plate
vehicle
image
quadrilateral
character
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.)
Pending
Application number
JP5284035A
Other languages
Japanese (ja)
Inventor
Hisashi Kurosaki
久 黒埼
Makoto Yagi
誠 八木
Kenichi Sakari
健一 坂理
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nippon Signal Co Ltd
Original Assignee
Nippon Signal Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Nippon Signal Co Ltd filed Critical Nippon Signal Co Ltd
Priority to JP5284035A priority Critical patent/JPH07114689A/en
Publication of JPH07114689A publication Critical patent/JPH07114689A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To provide the method for fast vehicle registered number recognition although geometrical conversion for obtaining a front facing image by correcting geometrical distortion of an image of a license plate is included by solving the problem points that it is difficult to detect the edge of the license plate when the license plate and a vehicle body are in colors of the same system as a result of the geometrical conversion and processes are complicated and require a long time. CONSTITUTION:The shape when the circumscribed quadrilateral of the character part of a license plate is viewed from the front is stored as a standard quadrilateral (S0), an image of a vehicle travel path is picked up by a video camera to input an image including the front or rear scene of the traveling vehicle (S2) corresponding to vehicle detection (S1), and the characters of the license plate are cut (S3), the circumscribed quadrilateral of the cut character part of the license plate part is found (S4), and a coordinate conversion parameter set is so determined (S5) so that the circumscribed quadrilateral is similar to the standard quadrilateral. Coordinate conversion is performed by using this coordinate conversion parameter set to obtain a front facing image of the license plate part (S6), and the respective characters are recognized (S7) from the front facing image.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【産業上の利用分野】本発明は、車両登録番号認識方法
に関し、特に、入力画像の幾何学的な歪を補正するため
に幾何変換処理過程を含む車両登録番号認識方法に関す
る。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a vehicle registration number recognition method, and more particularly to a vehicle registration number recognition method including a geometric transformation process for correcting geometric distortion of an input image.

【0002】[0002]

【従来の技術】ビデオカメラからの映像信号を画像処理
して車両登録番号を認識する装置が利用されている。例
えば、駐車場のゲート部にても自動化のために図5に示
すような、入場する車の車両登録番号認識装置が用いら
れている。
2. Description of the Related Art A device for recognizing a vehicle registration number by image-processing a video signal from a video camera is used. For example, a vehicle registration number recognition device for an entering vehicle as shown in FIG. 5 is used for automation even at a gate of a parking lot.

【0003】図5に於いて、10は駐車場ゲート部の車両
走行路5 の斜め前方に設置された車両登録番号認識装置
を示している。この車両登録番号認識装置10は、ビデオ
カメラ1 とその出力映像信号を画像処理して車両登録番
号を認識する画像処理部11、照明器3 、照明コントロー
ラ4 及び車頭センサから構成されている。車頭センサ
は、車両走行路5 の一方の路側部に設置された投光器2
A、この投光器2Aと車両走行路5 を挟んで対向して設置
された受光器2Bにより構成される。
In FIG. 5, reference numeral 10 denotes a vehicle registration number recognition device installed diagonally forward of the vehicle travel path 5 at the parking lot gate. The vehicle registration number recognition device 10 includes a video camera 1, an image processing unit 11 that performs image processing on an output video signal of the video camera 1 to recognize a vehicle registration number, an illuminator 3, an illumination controller 4, and a vehicle head sensor. The vehicle head sensor is used for the projector 2 installed on one side of the vehicle road 5.
A, the projector 2A and the light receiver 2B that are installed so as to face each other with the vehicle traveling path 5 in between.

【0004】この車頭センサ(受光側)2Bは画像処理部
11に接続されており、上記投光器2Aからの照射光を通過
車両7 が遮断するのを感知し、当該通過車両のナンバー
プレート6 を含む前景を取り込む。この時、照明器3 及
び照明コントローラ4 が、前述車頭センサ受光器2Bの出
力に同期してストロボ発光し屋内、屋外及び昼夜を問わ
ず鮮明な画像を得ている。
The vehicle head sensor (light receiving side) 2B is an image processing unit.
It is connected to 11 and detects that the passing vehicle 7 blocks the irradiation light from the floodlight 2A, and captures the foreground including the license plate 6 of the passing vehicle. At this time, the illuminator 3 and the illumination controller 4 emit strobe light in synchronization with the output of the on-vehicle sensor light receiver 2B to obtain a clear image indoors, outdoors and day and night.

【0005】この種の画像処理装置では、一般に画像入
力部で得た車両を含む映像信号を画像記憶部に静止画と
して記憶したのち、ナンバープレート抽出部にてナンバ
ープレート相当部を抽出し、文字切出部で文字相当部を
抽出し、文字認識部にてこれら文字相当部に対応する文
字を認識する。
In this type of image processing apparatus, generally, a video signal including a vehicle obtained by an image input unit is stored in an image storage unit as a still image, and then a license plate extraction unit extracts a license plate corresponding portion to extract characters. The cutout portion extracts the character equivalent portions, and the character recognition portion recognizes the characters corresponding to these character equivalent portions.

【0006】このようなナンバープレート抽出のための
装置は各種提案されており、例えば、本出願人により特
願平4−137873号(画像処理装置)として提案さ
れている。また、ナンバープレート抽出方法について
も、例えば本出願人により特開平5−143888号
(特願平3−332552号)として提案されている。
なお車両登録番号の認識方法については、例えば本出願
人により特願平4−137874号(数字等認識方法)
の提案がある。
Various devices for extracting such a license plate have been proposed, for example, the applicant of the present invention, Japanese Patent Application No. 4-1377873 (image processing device). A license plate extraction method has also been proposed, for example, by the present applicant as Japanese Patent Application Laid-Open No. 5-143888 (Japanese Patent Application No. 3-332552).
Regarding the method of recognizing the vehicle registration number, for example, Japanese Patent Application No. 4-137874 (a method of recognizing numbers etc.) by the applicant
I have a suggestion.

【0007】このような車両登録番号認識装置では、一
般に画像入力部(ビデオカメラ)の設置位置は制約を受
け、例えば図5の場合は路側部に設置されていて、斜め
前方から撮像して得た画像が画像処理の対象となる。こ
うして得られるナンバープレートの画像の一例を図4の
(a)に示す。
In such a vehicle registration number recognizing device, the installation position of the image input unit (video camera) is generally restricted. For example, in the case of FIG. 5, it is installed on the roadside, and the image is obtained obliquely from the front. The processed image is the target of image processing. An example of an image of the license plate thus obtained is shown in FIG.

【0008】ところで、車両登録番号の認識等の用途で
は、ナンバープレートの文字相当部分の2値パターン
を、装置が記憶している文字パターン(辞書)と比較し
て夫々どの文字かを決定するようになっている。このた
め、図4(a)の画像例に示したように幾何歪のある文
字については各文字部が文字パターン辞書と一致しない
ため認識できなかったり誤認識が生じてしまう場合があ
る。
By the way, in applications such as recognition of a vehicle registration number, the binary pattern of the character equivalent portion of the license plate is compared with a character pattern (dictionary) stored in the apparatus to determine which character each. It has become. Therefore, as shown in the image example of FIG. 4A, a character having geometric distortion may not be recognized or may be erroneously recognized because each character portion does not match the character pattern dictionary.

【0009】この対応として、幾何歪が生じた画像を基
にして演算処理を行い、正対画像(正面から撮像した場
合に相当する画像:図4(b)参照)に幾何変換してか
ら以降の画像処理を行い、認識精度を上げている。上記
の幾何変換の方法としては疑似アフィン変換が良くしら
れており、例えば図2に示すように、ナンバープレート
枠の四隅の4点から各座標変換パラメータ(a,b,c,d,e,
f,g,h )が求められ、この座標変換パラメータセット
(a,b,c,d,e,f,g,h )を用いて各座標の幾何変換が行わ
れる。変換により、例えば座標(x,y)に対応して座
標(X,Y)が求められる。
In order to deal with this, arithmetic processing is performed based on an image in which geometric distortion has occurred, and after the geometrical conversion to a front-facing image (an image corresponding to the case of being imaged from the front: see FIG. 4B), Image processing to improve recognition accuracy. Pseudo-affine transformation is well known as the above-mentioned method of geometric transformation. For example, as shown in FIG. 2, each coordinate transformation parameter (a, b, c, d, e,
f, g, h) is obtained, and the geometric transformation of each coordinate is performed using this coordinate transformation parameter set (a, b, c, d, e, f, g, h). By the conversion, for example, the coordinates (X, Y) are obtained corresponding to the coordinates (x, y).

【0010】4点を求め幾何変換する方法には、次のよ
うな方法が知られている。 (1)エッジ検出した車両画像にHough 変換を施し、抽
出した直線群からナンバープレートの境界線を検出し、
ナンバープレート四隅の頂点座標を求めて、座標変換に
よりナンバープレートを正面から見た画像を作成する。
この方法に関する文献に、例えば『崔、安居院、中
嶋;”アダプティブパラメータ平面領域制限ハフ変換を
用いたナンバープレート領域抽出法”:電子情報通信学
会論文誌 ’89/4 Vol.J72−D−II N
o.4, pp597−604』がある。
The following method is known as a method of geometrically converting four points. (1) Hough transform is applied to the edge detected vehicle image, the boundary line of the license plate is detected from the extracted straight line group,
The vertex coordinates of the four corners of the license plate are obtained, and an image of the license plate viewed from the front is created by coordinate conversion.
References regarding this method include, for example, “Cui, Yasuiin, Nakajima;“ License plate area extraction method using adaptive parameter plane area limited Hough transform ”: IEICE Transactions '89 / 4 Vol. J72-D-II N
o. 4, pp597-604 ”.

【0011】(2)ナンバープレートの文字配列規則を
用いて、ナンバープレート内に必ず存在する右下数字を
検出後、縦方向の周辺分布を作成して、ナンバープレー
ト文字の傾きを求めて、ナンバープレート四隅の頂点座
標を推定し、座標変換によりナンバープレートを正面か
ら見た画像を作成する。この方法に関する文献には、例
えば、『川嶋、辻、鈴木;”ゲート通行車の車番認
識”:交通工学 Vol.23 No.4,pp15−
24 1988』がある。
(2) Using the character arrangement rule of the license plate, after detecting the lower right number that is always present in the license plate, a peripheral distribution in the vertical direction is created to obtain the inclination of the license plate character, Estimate the vertex coordinates of the four corners of the plate and create an image of the license plate viewed from the front by coordinate conversion. References regarding this method include, for example, “Kawashima, Tsuji, Suzuki;“ Vehicle number recognition of gate-passing vehicles ”: Traffic Engineering Vol. 23 No. 4, pp15-
24 1988 ”.

【0012】上記した従来の各方法では、それぞれ次の
ような問題点が見られる。(1)の方法は、ナンバープ
レートと車体の色が同系色の場合には、エッジ検出が困
難である。また、処理時間がかかる。(2)の方法は、
処理が複雑で時間がかかる。
The above-mentioned conventional methods have the following problems. In the method (1), it is difficult to detect the edge when the color of the license plate and the color of the vehicle body are similar colors. In addition, it takes processing time. Method (2) is
The process is complex and time consuming.

【0013】[0013]

【発明が解決しようとする課題】本願発明は、このよう
な事情に鑑みて成されたもので、従来の幾何変換方法の
持つ、ナンバープレートと車体の色が同系色の場合にエ
ッジ検出が困難である、或いは、処理が複雑で時間がか
かるという問題点を解決した幾何変換方法を採用し、ナ
ンバープレート部画像の幾何歪を補正した正対画像を得
て精度良く車両登録番号認識を行う方法を提案すること
を目的とする。
SUMMARY OF THE INVENTION The present invention has been made in view of such circumstances, and it is difficult to detect an edge when the license plate and the vehicle body have the same color, which is a conventional geometric conversion method. Alternatively, a method for recognizing a vehicle registration number with high accuracy by adopting a geometric conversion method that solves the problem of complicated and time-consuming processing and obtaining a facing image in which the geometric distortion of the license plate image is corrected is obtained. The purpose is to propose.

【0014】[0014]

【課題を解決するための手段】上記目的を達成するため
本発明の車両登録番号認識方法では、ナンバープレート
の文字部の外接四辺形を正面から見た場合の形状を標準
四辺形として記憶しておき(S0)、車両走行路をビデオカ
メラで撮像し、車両検出(S1)に対応して走行車両の前景
または後景を含む画像を取込み(S2)、ナンバープレート
部の文字を切り出し(S3)、切り出されたナンバープレー
ト部文字部の外接四辺形を求め(S4)、この外接四辺形
が、前記標準四辺形と相似形状となるような座標変換パ
ラメータセットを決定し(S5)、この座標変換パラメータ
セットを用いて座標変換を行いナンバープレート部の正
対画像を得て(S6)、該正対画像から各文字を認識する(S
7)。
In order to achieve the above object, in the vehicle registration number recognition method of the present invention, the shape of the circumscribed quadrilateral of the character portion of the license plate as viewed from the front is stored as a standard quadrilateral. Every (S0), image the vehicle traveling path with a video camera, capture the image including the foreground or the foreground of the traveling vehicle in response to vehicle detection (S1) (S2), and cut out the characters on the license plate (S3) , The circumscribed quadrilateral of the cut out license plate character part is obtained (S4), the coordinate transformation parameter set is determined so that this circumscribed quadrilateral becomes similar to the standard quadrilateral (S5), and this coordinate transformation is performed. Coordinate conversion is performed using the parameter set to obtain a facing image of the license plate portion (S6), and each character is recognized from the facing image (S6).
7).

【0015】[0015]

【作用】ナンバープレートを含む画像を取り込み、先ず
ナンバープレート部の文字部を切り出し、文字部の外接
四辺形を求める。文字部が正確に判れば良く、ナンバー
プレートの地色と車体色が同系統の場合でも容易に文字
切り出しが行える。次いで、文字部に外接する四辺形を
求める。こうして決定された外接四辺形の形状が、所定
座標変換処理に用いた場合に、予めわかっている文字部
の外接四辺形を正面から見た場合の形状(標準四辺形)
と少なくとも相似形となるような座標変換パラメータセ
ットを決定し、この座標変換パラメータセットを用いて
座標変換を行い正対画像を得る。両過程は、従来の座標
変換処理に比べて格段に簡易であり、処理時間が短縮で
きる。得られたナンバープレート部の正対画像から各文
字の認識処理を行う。
[Function] An image including a license plate is taken in, and first, the character portion of the license plate portion is cut out to obtain a circumscribed quadrangle of the character portion. It is only necessary to know the character part accurately, and it is possible to easily cut out the character even if the ground color of the license plate and the vehicle body color are of the same system. Next, a quadrangle circumscribing the character portion is obtained. When the shape of the circumscribed quadrilateral determined in this way is used for the predetermined coordinate conversion processing, the shape of the circumscribed quadrilateral of the known character part when viewed from the front (standard quadrilateral)
Then, a coordinate conversion parameter set that is at least similar to the above is determined, and coordinate conversion is performed using this coordinate conversion parameter set to obtain a facing image. Both processes are much simpler than the conventional coordinate conversion process, and the processing time can be shortened. Each character is recognized from the obtained facing image of the license plate.

【0016】[0016]

【実施例】以下、本願発明を実施例に基づき説明する。
図1は、本願発明の車両登録番号認識方法の一実施例を
示すフローチャートである。なお、実施例の方法を適用
する車両登録番号認識装置は、先に挙げた図5と同じも
ので良く、各部の制御過程のみ本願発明に適合した制御
過程とする。
EXAMPLES The present invention will be described below based on examples.
FIG. 1 is a flowchart showing an embodiment of a vehicle registration number recognition method of the present invention. The vehicle registration number recognition device to which the method of the embodiment is applied may be the same as that shown in FIG. 5, and only the control process of each part is a control process suitable for the present invention.

【0017】本願発明の方法は、ナンバープレートの各
文字は一定の文字配列規則に基づいて配置されている事
実に着目し活用する。このために、予めナンバープレー
トを正面から見た場合の文字部に外接する四辺形(標準
四辺形Qs:図3(b)参照)の形状、例えば各辺のな
す角度等を記憶しておく(図1:S0)。
The method of the present invention makes use of the fact that each character of the license plate is arranged based on a fixed character arrangement rule. For this purpose, the shape of a quadrangle (standard quadrangle Qs: see FIG. 3B) circumscribing the character portion when the license plate is viewed from the front, such as the angle formed by each side, is stored in advance ( Figure 1: S0).

【0018】実際の車両登録番号認識動作時には、投光
器2Aからは常時受光器2Bに向けて光線が送出されて
いる(図5参照)。受光器2Bは、進入してきた車両に
よって投光器2Aからの光が遮断されるとこれに呼応し
て受光時(常態)と異なる信号を送出する。この変化
(立上り若しくは立下がり)が車頭検出信号として画像
処理部11に認識され車両7が定位置に進入したことが
わかる(車両検出:S1)。
During the actual vehicle registration number recognition operation, a light beam is constantly emitted from the light projector 2A toward the light receiver 2B (see FIG. 5). The light receiver 2B sends out a signal different from that at the time of light reception (normal state) in response to the light from the light projector 2A being blocked by the entering vehicle. This change (rise or fall) is recognized by the image processing unit 11 as a vehicle head detection signal, and it can be seen that the vehicle 7 has entered a fixed position (vehicle detection: S1).

【0019】画像処理部11では、対応して近赤外域の
照明器3により照明を行い、同期して映像信号より当該
車両の前景をナンバープレート6を含み静止画像として
取り込む(S2)。次いで、静止画像中のナンバープレ
ート領域を特定し文字部の切り出しを行う(S3)。実
際には、文字領域の四隅に位置する文字を切り出せば足
りる。次ぎに、切り出された文字部(四隅の各文字)に
外接する四辺形Qt(図3(a)に一例を示す)が決定
される(S4)。
The image processing unit 11 correspondingly illuminates by the illuminator 3 in the near infrared region, and synchronously captures the foreground of the vehicle as a still image including the license plate 6 from the video signal (S2). Next, the license plate area in the still image is specified and the character portion is cut out (S3). Actually, it is sufficient to cut out the characters located at the four corners of the character area. Next, a quadrangle Qt (an example is shown in FIG. 3A) circumscribing the cut out character portion (each character at the four corners) is determined (S4).

【0020】上記過程で求められた外接四辺形Qtが疑
似アフィン変換により前述の標準四辺形Qsと少なくと
も相似形となるような座標変換パラメータセット(a,b,
c,d,e,f,g,h )を算定する( S5)。
The coordinate transformation parameter set (a, b, so that the circumscribed quadrangle Qt obtained in the above process becomes at least similar to the above-mentioned standard quadrangle Qs by the pseudo affine transformation.
c, d, e, f, g, h) is calculated (S5).

【0021】そして、この座標変換パラメータセット
(a,b,c,d,e,f,g,h )を用いて文字部の各点について疑
似アフィン変換の演算により座標変換を行いナンバープ
レート文字領域の正対画像P′が求められる(S6)。
Then, using this coordinate conversion parameter set (a, b, c, d, e, f, g, h), coordinate conversion is performed for each point of the character portion by calculation of pseudo affine transformation, and the license plate character area is obtained. The front facing image P'of is obtained (S6).

【0022】得られた正対画像P′から文字領域の夫々
の文字を認識する(S7)。なお、この車両登録番号の
認識は、先に挙げた特願平4−137874号(数字等
認識方法)に準じた方法等で行えば良い。
Each character in the character area is recognized from the obtained facing image P '(S7). The vehicle registration number may be recognized by a method according to the above-mentioned Japanese Patent Application No. 4-137874 (a method for recognizing numbers etc.).

【0023】本発明の方法では、ナンバープレート文字
の切り出しさえできれば座標変換パラメータセットが求
められるから、ナンバープレートと車体が同系色でナン
バープレート枠のエッジが見つかりにくい場合でも、容
易に座標変換パラメータセットを求めることができ、ま
たそのための処理時間も短縮される。
According to the method of the present invention, the coordinate conversion parameter set is required as long as the license plate characters can be cut out. Therefore, even if the license plate and the vehicle body are of the same color and the edge of the license plate frame is difficult to find, the coordinate conversion parameter set can be easily set. Can be obtained, and the processing time therefor can be shortened.

【0024】実施例で用いた疑似アフィン変換以外に
も、パラメータを用いた同種の幾何変換を用いる車両登
録番号認識方法に本発明を適用することができ、夫々の
幾何変換に用いた場合に、切り出した文字部の外接四辺
形が標準四辺形に変換されるような適切な座標変換パラ
メータセットを求め、これを用いて各部に対して所定の
幾何変換を行うようにすれば良い。
In addition to the pseudo affine transformation used in the embodiment, the present invention can be applied to a vehicle registration number recognition method using the same kind of geometric transformation using parameters, and when used for each geometric transformation, It suffices to obtain an appropriate coordinate transformation parameter set such that the circumscribed quadrilateral of the cut out text portion is transformed into a standard quadrilateral, and use this to perform a predetermined geometric transformation on each portion.

【0025】これにより、やはりナンバープレートの地
色に左右されず安定して動作し、しかも座標変換パラメ
ータセットを事象毎に決定する処理が従来のものに比べ
て簡易となり、幾何変換を含みながらも充分に高速な車
両登録番号認識が行えるようになる。
As a result, the operation is stable regardless of the background color of the license plate, and the process of determining the coordinate conversion parameter set for each event is simpler than that of the conventional one. The vehicle registration number can be recognized at sufficiently high speed.

【0026】[0026]

【発明の効果】以上詳述したとおり本発明の車両登録番
号認識方法は、ナンバープレートの文字部の外接四辺形
を正面から見た場合の形状を標準四辺形として記憶して
おき(S0)、車両走行路をビデオカメラで撮像し、車両検
出(S1)に対応して走行車両の前景または後景を含む画像
を取込み(S2)、ナンバープレート部の文字を切り出し(S
3)、切り出されたナンバープレート部文字部の外接四辺
形を求め(S4)、この外接四辺形が、前記標準四辺形と相
似形状となるような座標変換パラメータセットを決定し
(S5)、この座標変換パラメータセットを用いて座標変換
を行いナンバープレート部の正対画像を得て(S6)、該正
対画像から各文字を認識する(S7)との過程を上記順に含
み構成されているので、ナンバープレート部の画像の幾
何歪を補正して正対画像を得る幾何変換処理を含みなが
らも、従来の方法に比べて車両登録番号認識が格段に高
速となる効果がある。なお、エッジ検出が困難であるナ
ンバープレートと車体の色が同系色の場合でも適切にナ
ンバープレート部を抽出することができ車両登録番号認
識が確実に行える効果もある。
As described in detail above, the vehicle registration number recognition method of the present invention stores the shape of the circumscribed quadrilateral of the character portion of the license plate as a standard quadrilateral when viewed from the front (S0), Image the vehicle running path with a video camera, capture the image including the foreground or background of the running vehicle in response to vehicle detection (S1) (S2), and cut out the characters on the license plate (S2).
3), find the circumscribed quadrilateral of the cut out license plate character part (S4), and determine the coordinate conversion parameter set such that this circumscribed quadrilateral is similar to the standard quadrilateral.
(S5), coordinate conversion is performed using this coordinate conversion parameter set to obtain a facing image of the license plate portion (S6), and each character is recognized from the facing image (S7). Since it is configured, the vehicle registration number recognition is significantly faster than the conventional method even though it includes the geometric conversion processing for correcting the geometric distortion of the image of the license plate portion to obtain the front facing image. . There is also an effect that the license plate portion can be appropriately extracted and the vehicle registration number can be surely recognized even when the license plate and the vehicle body whose edges are difficult to detect have the same color.

【図面の簡単な説明】[Brief description of drawings]

【図1】本願発明の車両登録番号認識方法の一実施例を
示すフローチャートである。
FIG. 1 is a flowchart showing an embodiment of a vehicle registration number recognition method of the present invention.

【図2】本願発明に係る、幾何変換の一例を説明する図
である。
FIG. 2 is a diagram illustrating an example of geometric transformation according to the present invention.

【図3】本願発明の実施例に係る、幾何変換の一例を説
明する図である。
FIG. 3 is a diagram illustrating an example of geometric transformation according to the embodiment of the present invention.

【図4】本願発明に係る、ナンバープレート部を含む画
像例である。
FIG. 4 is an example of an image including a license plate portion according to the present invention.

【図5】本願発明に係る車両登録番号認識装置の配置を
説明する平面図である。
FIG. 5 is a plan view illustrating an arrangement of a vehicle registration number recognition device according to the present invention.

【符号の説明】[Explanation of symbols]

5…車両走行路、 6…ナンバープレート、 1…ビデオカメラ、 11…画像処理部。 5 ... Vehicle running path, 6 ... License plate, 1 ... Video camera, 11 ... Image processing unit.

───────────────────────────────────────────────────── フロントページの続き (51)Int.Cl.6 識別記号 庁内整理番号 FI 技術表示箇所 G08G 1/04 D 7531−3H H04N 7/18 K ─────────────────────────────────────────────────── ─── Continuation of the front page (51) Int.Cl. 6 Identification code Internal reference number FI Technical display location G08G 1/04 D 7531-3H H04N 7/18 K

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 ナンバープレートの文字部の外接四辺形
を正面から見た場合の形状を標準四辺形として記憶して
おき(S0)、 車両走行路をビデオカメラで撮像し、 車両検出(S1)に対応して走行車両の前景または後景を含
む画像を取込み(S2)、 ナンバープレート部の文字を切り出し(S3)、 切り出されたナンバープレート部文字部の外接四辺形を
求め(S4)、 この外接四辺形が、前記標準四辺形と相似形状となるよ
うな座標変換パラメータセットを決定し(S5)、 この座標変換パラメータセットを用いて座標変換を行い
ナンバープレート部の正対画像を得て(S6)、 該正対画像から各文字を認識する(S7)との過程を上記順
に含むことを特徴とする車両登録番号認識方法。
1. The shape of the circumscribed quadrilateral of the character portion of the license plate when viewed from the front is stored as a standard quadrilateral (S0), and the vehicle running path is imaged by a video camera to detect the vehicle (S1). Corresponding to, the image including the foreground or background of the traveling vehicle is captured (S2), the characters on the license plate are cut out (S3), and the circumscribed quadrilateral of the cut out license plate characters is obtained (S4). A circumscribed quadrangle determines a coordinate transformation parameter set such that it has a shape similar to the standard quadrilateral (S5), and performs coordinate transformation using this coordinate transformation parameter set to obtain a front facing image of the license plate ( A vehicle registration number recognition method, characterized by including the steps of S6) and recognizing each character from the facing image (S7) in the order described above.
JP5284035A 1993-10-18 1993-10-18 Method for recognizing vehicle registered number Pending JPH07114689A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP5284035A JPH07114689A (en) 1993-10-18 1993-10-18 Method for recognizing vehicle registered number

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP5284035A JPH07114689A (en) 1993-10-18 1993-10-18 Method for recognizing vehicle registered number

Publications (1)

Publication Number Publication Date
JPH07114689A true JPH07114689A (en) 1995-05-02

Family

ID=17673461

Family Applications (1)

Application Number Title Priority Date Filing Date
JP5284035A Pending JPH07114689A (en) 1993-10-18 1993-10-18 Method for recognizing vehicle registered number

Country Status (1)

Country Link
JP (1) JPH07114689A (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08320990A (en) * 1995-05-26 1996-12-03 Japan Radio Co Ltd Vehicle number reader
JP2000011157A (en) * 1998-06-25 2000-01-14 Nec Corp Image pickup device
JP2000040198A (en) * 1998-07-24 2000-02-08 Omron Corp Image pickup device and image pickup method
JP2000293627A (en) * 1999-04-02 2000-10-20 Sanyo Electric Co Ltd Device and method for inputting image and storage medium
WO2001026041A1 (en) * 1999-10-06 2001-04-12 Fujitsu Limited Imaged character recognition device and method
JP2001177716A (en) * 1999-12-17 2001-06-29 Ricoh Co Ltd Image processing method and image processor
WO2003025877A1 (en) * 2001-09-20 2003-03-27 Smart Surveillance Technologies Limited Surveillance system and method
JP2013257864A (en) * 2012-06-12 2013-12-26 Xerox Corp Geometrical pre-correction for automatic license plate recognition
JP2015032087A (en) * 2013-08-01 2015-02-16 株式会社デンソー License plate recognition device and license plate recognition method
JP2019046007A (en) * 2017-08-31 2019-03-22 株式会社Pfu Coordinate detection device and learnt model

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08320990A (en) * 1995-05-26 1996-12-03 Japan Radio Co Ltd Vehicle number reader
JP2000011157A (en) * 1998-06-25 2000-01-14 Nec Corp Image pickup device
JP2000040198A (en) * 1998-07-24 2000-02-08 Omron Corp Image pickup device and image pickup method
JP2000293627A (en) * 1999-04-02 2000-10-20 Sanyo Electric Co Ltd Device and method for inputting image and storage medium
WO2001026041A1 (en) * 1999-10-06 2001-04-12 Fujitsu Limited Imaged character recognition device and method
JP2001177716A (en) * 1999-12-17 2001-06-29 Ricoh Co Ltd Image processing method and image processor
WO2003025877A1 (en) * 2001-09-20 2003-03-27 Smart Surveillance Technologies Limited Surveillance system and method
JP2013257864A (en) * 2012-06-12 2013-12-26 Xerox Corp Geometrical pre-correction for automatic license plate recognition
JP2015032087A (en) * 2013-08-01 2015-02-16 株式会社デンソー License plate recognition device and license plate recognition method
JP2019046007A (en) * 2017-08-31 2019-03-22 株式会社Pfu Coordinate detection device and learnt model

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