JPH1097697A - Method and device for detecting parking vehicle - Google Patents

Method and device for detecting parking vehicle

Info

Publication number
JPH1097697A
JPH1097697A JP24818496A JP24818496A JPH1097697A JP H1097697 A JPH1097697 A JP H1097697A JP 24818496 A JP24818496 A JP 24818496A JP 24818496 A JP24818496 A JP 24818496A JP H1097697 A JPH1097697 A JP H1097697A
Authority
JP
Japan
Prior art keywords
image
parking
vehicle
marker
absence
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
JP24818496A
Other languages
Japanese (ja)
Inventor
Yasuhiro Miyata
康弘 宮田
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.)
Hitachi Cable Ltd
Original Assignee
Hitachi Cable 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 Hitachi Cable Ltd filed Critical Hitachi Cable Ltd
Priority to JP24818496A priority Critical patent/JPH1097697A/en
Publication of JPH1097697A publication Critical patent/JPH1097697A/en
Pending legal-status Critical Current

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  • Image Processing (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Traffic Control Systems (AREA)

Abstract

PROBLEM TO BE SOLVED: To exactly judge a parking vehicle with a simplified structure by extracting an image of a graphic by drawing the graphic on a parking position of a parking lot and processing an image on which the parking lot is picked up. SOLUTION: A marker 6 for recognizing vehicle is formed in a prescribed graphic arranged in a parking space 5. Presence/absence of the image of the marker 6 for recognizing vehicle is discriminated by processing the image on which the parking lot is picked up by a photographing device 7 and the presence/absence of the vehicle in the parking space 5 is outputted by an image processor 8. When the parking vehicle exists on the parking space 5, the marker 6 for recognizing vehicle is shielded and in the result of the image processing, the picture of the graphic corresponding to the marker 6 for recognizing vehicle is not extracted. Consequently, the presence/absence of the parking vehicle on the parking space 5 is easily discriminated.

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【発明の属する技術分野】本発明は、駐車場の駐車場所
に駐車している車両の有無を検出する駐車両検知方法及
び装置に係り、特に、簡素な構成で正確な判断ができる
駐車両検知方法及び装置に関するものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method and an apparatus for detecting both vehicles which are parked at a parking place in a parking lot, and more particularly to a method for detecting both vehicles which can be accurately determined with a simple structure. The present invention relates to a method and an apparatus.

【0002】[0002]

【従来の技術】駐車している車両(以下、駐車両とい
う)を自動的に検知する方法として、例えばマイクロ波
・超音波などの放射波を用いた車両検知器の適用が考え
られる。この方法は、例えば、図3に示すように駐車場
下部又は側壁に設置した電波送受信器1から発した電波
を駐車両の有るべき方向に照射し、駐車両で反射して電
波送受信器1へ戻る電波を検出する。駐車両が有る場合
には、受信信号強度が大きいので駐車両が有ることを検
知する。駐車両が無い場合には、受信信号強度が小さい
ので駐車両が無いことを検知する。このために受信信号
強度のしきい値を設定しておき、しきい値との比較によ
り駐車両の有無を判断する。
2. Description of the Related Art As a method of automatically detecting a parked vehicle (hereinafter referred to as both parking vehicles), for example, application of a vehicle detector using radiation waves such as microwaves and ultrasonic waves can be considered. In this method, for example, as shown in FIG. 3, a radio wave transmitted from a radio wave transmitter / receiver 1 installed at a lower part or a side wall of a parking lot is radiated in a direction that both parkings should be, reflected by both parkings, and transmitted to the radio wave transmitter / receiver 1 Detect the returning radio wave. If there is both parking spaces, the presence of both parking spaces is detected because the received signal strength is high. When there is no parking both, since the received signal strength is small, it is detected that there is no parking both. For this purpose, a threshold value of the received signal strength is set, and the presence / absence of both parking spaces is determined by comparing the threshold value with the threshold value.

【0003】上記方法の類似方法として、電波の代わり
に光を用いた光学方式がある。この場合には、電波送受
信器1の代わりに送受光器を用い、受信信号強度として
受光信号強度を用いることになる。駐車両の有無を判断
する方法は上記方法とほぼ同じである。
[0003] As a similar method to the above method, there is an optical system using light instead of radio waves. In this case, a transmitter / receiver is used instead of the radio wave transmitter / receiver 1, and the received signal strength is used as the received signal strength. The method of determining the presence or absence of both parking spaces is almost the same as the above method.

【0004】一方、これとは別に、画像処理を用いる方
法もある。この方法は、駐車場所(以下、駐車スペース
と称す)を連続撮影した画像について、2つの連続画像
に着目し、両者の差から車両の特徴量である車両の大き
さ、色等を抽出する。このような画像処理により得られ
た画像抽出体が車両であるか否かを判断し、駐車両を認
識するものである。
On the other hand, there is another method using image processing. This method focuses on two consecutive images of an image obtained by continuously photographing a parking place (hereinafter, referred to as a parking space), and extracts a size, a color, and the like of the vehicle, which are characteristic amounts of the vehicle, from a difference between the two images. It is determined whether or not the image extract obtained by such image processing is a vehicle, and recognizes both parking spaces.

【0005】[0005]

【発明が解決しようとする課題】しかし、これらの方法
では以下に示す欠点があった。
However, these methods have the following drawbacks.

【0006】まず、電波送受信器や送受光器などの車両
検知器を用いた方法は、駐車場全体の状況を検知するた
めに、車両検知器を駐車場所に沿って多数設置する必要
がある。また、これら多数の車両検知器からのデータを
一か所に伝送するための伝送装置2と、電線や光ケーブ
ルなどの伝送路3とが必要になる。そして、受信したデ
ータを用いて駐車場全体の満空情報を表示・出力する表
示・出力装置4やソフトウェアが必要になり、全体的な
コストが高くなってしまう。
First, in the method using a vehicle detector such as a radio transmitter / receiver or a light transmitter / receiver, it is necessary to install a large number of vehicle detectors along a parking place in order to detect the situation of the entire parking lot. In addition, a transmission device 2 for transmitting data from these many vehicle detectors to one place and a transmission path 3 such as an electric wire or an optical cable are required. Then, a display / output device 4 and software for displaying / outputting the full / vacant information of the entire parking lot using the received data are required, and the overall cost increases.

【0007】一方、画像処理を用いた方法は、一台のカ
メラで多数の駐車両を検知できる利点がある反面、画像
処理により得られた画像抽出体が車両であるか否かを正
確に判断する手法が未だ確立されておらず、誤認識・不
認識が多いため実用には至っていない。この問題につい
ては、幾つかのアイデアが提案されており、例えば、誤
認識対策として画像抽出体の大きさの違いで判断する手
法がある。しかし、この手法では、比較的寄り集まって
移動する家族集団等と小型乗用車との識別が困難な場合
が生ずる。
On the other hand, the method using image processing has the advantage that a single camera can detect a large number of parking lots, but on the other hand, accurately determines whether or not the image extract obtained by the image processing is a vehicle. Has not been established yet, and it has not been put to practical use because there are many misrecognitions / non-recognitions. For this problem, several ideas have been proposed. For example, as a countermeasure against erroneous recognition, there is a method of judging based on a difference in the size of the image extractor. However, in this method, it may be difficult to distinguish a family group or the like that relatively moves together and moves from a small passenger car.

【0008】さらには、車両の車体色により識別する方
法もあるが、駐車場所のアスファルトの色と黒色系車体
との色の区別が困難である場合や、画面輝度により検出
される色が異なる場合もあり、条件によっては車両の有
無を判別できなくなる場合もある。いずれにせよ、この
手法では実用的なシステムは実現できない。
[0008] Further, there is a method of identifying the vehicle body color based on the vehicle body color. However, when it is difficult to distinguish between the color of the asphalt at the parking place and the color of the black vehicle body, or when the color detected by the screen luminance is different. In some cases, it may not be possible to determine the presence or absence of a vehicle depending on conditions. In any case, a practical system cannot be realized by this method.

【0009】そこで、本発明の目的は、上記課題を解決
し、簡素な構成で正確な判断ができる駐車両検知方法及
び装置を提供することにある。
SUMMARY OF THE INVENTION It is an object of the present invention to solve the above-mentioned problems and to provide a method and an apparatus for detecting both parking spaces, which can make a precise determination with a simple configuration.

【0010】[0010]

【課題を解決するための手段】上記目的を達成するため
に本発明は、駐車場の各駐車場所に所定の図形を記し、
この駐車場を撮影した画像を画像処理することにより上
記図形による像を抽出し、その像の有無により駐車して
いる車両の有無を検出するものである。
In order to achieve the above object, according to the present invention, a predetermined figure is written at each parking place of a parking lot,
An image of the figure is extracted by performing image processing on an image of the parking lot, and the presence or absence of the parked vehicle is detected based on the presence or absence of the image.

【0011】上記図形は、その図形が記された駐車場所
と上記画像を撮影する場所との位置関係に応じた変形及
び大きさの変化を有してもよい。
The figure may have a deformation and a change in size according to the positional relationship between the parking place where the figure is described and the place where the image is taken.

【0012】その装置は、駐車場の各駐車場所に配置さ
れ所定の図形に形成されたマーカと、この駐車場を撮影
する撮影装置と、その撮影装置で撮影した画像を画像処
理することにより上記マーカの像を抽出し、その像の有
無により駐車している車両の有無を検出する画像処理装
置とを設けたものである。
The apparatus includes a marker arranged at each parking place in a parking lot and formed in a predetermined figure, a photographing apparatus for photographing the parking lot, and image processing of an image photographed by the photographing apparatus. And an image processing device for extracting an image of the marker and detecting the presence or absence of a parked vehicle based on the presence or absence of the image.

【0013】[0013]

【発明の実施の形態】以下、本発明の一実施形態を添付
図面に基づいて詳述する。
An embodiment of the present invention will be described below in detail with reference to the accompanying drawings.

【0014】図1に示されるように、本発明に係る駐車
両検知装置は、各駐車スペース5に配置され所定の図形
に形成された車両認識用マーカ6と、駐車場を撮影する
ITVカメラ等の撮影装置7と、撮影装置7で撮影した
画像を画像処理することにより車両認識用マーカ6の像
の有無を識別し、最終的に各駐車スペース5内の車両の
有無を出力する画像処理装置8とで構成される。撮影装
置7と画像処理装置8との距離が大きい場合は、その間
に画像伝送装置を挿入してもよい。
As shown in FIG. 1, a parking both detecting device according to the present invention includes a vehicle recognition marker 6 arranged in each parking space 5 and formed in a predetermined figure, an ITV camera for photographing a parking lot, and the like. And an image processing device that performs image processing on an image photographed by the photographing device 7 to identify the presence or absence of the image of the vehicle recognition marker 6, and finally outputs the presence or absence of the vehicle in each parking space 5. And 8. When the distance between the imaging device 7 and the image processing device 8 is large, an image transmission device may be inserted between them.

【0015】車両認識用マーカ6は、駐車スペース5内
の路面に、所定の色の塗料を塗るか又は道路標識や横断
歩道の明示に用いられている焼き付け塗装樹脂板を接着
することにより記される。さらに本発明では、駐車スペ
ース5毎の車両認識用マーカ6の変形及び大きさの変化
が当該駐車スペース5と撮影装置7との位置関係により
決定される。
The vehicle recognition marker 6 is marked on the road surface in the parking space 5 by applying paint of a predetermined color or by bonding a baked resin plate used for specifying road signs and pedestrian crossings. You. Further, in the present invention, the deformation and the change in the size of the vehicle recognition marker 6 for each parking space 5 are determined based on the positional relationship between the parking space 5 and the photographing device 7.

【0016】撮影装置7は、図2に示されるように、車
両認識用マーカ6が画像に含まれるよう路面を見下ろす
位置に配置され、複数の駐車スペース5を撮影すること
ができる。
As shown in FIG. 2, the photographing device 7 is arranged at a position overlooking the road surface so that the vehicle recognition marker 6 is included in the image, and can photograph a plurality of parking spaces 5.

【0017】ここで、説明を簡単にするため、撮影装置
7の画像上での車両認識用マーカ6の形状、即ち車両認
識用マーカ6の像が円形になるものとし、2箇所の駐車
スペース5に配置される車両認識用マーカ6の形状につ
いて考える。図2において、撮影装置7の中心から等距
離に投影されているマーカ像S1,S2は画像上では同
じ大きさの円形になるものとする。これらのマーカ像S
1,S2をその画角で延長して路面を示す水平軸に一端
が接するようにする。このときのマーカ像S1’,S
2’と実際の車両認識用マーカ6a,6bとのなす角度
をθ1 ,θ2 とすると、θ1 ,θ2 に応じて車両認識用
マーカ6a,6bは円形より偏平した楕円形となる。車
両認識用マーカ6a,6bの変形及び大きさの変化を示
す係数S6a,S6bは、それぞれ次のように計算され
る。
For the sake of simplicity, it is assumed that the shape of the vehicle recognition marker 6 on the image of the photographing device 7, that is, the image of the vehicle recognition marker 6 is circular, and the two parking spaces 5 Consider the shape of the vehicle recognition marker 6 arranged in the. In FIG. 2, the marker images S1 and S2 projected at the same distance from the center of the photographing device 7 are assumed to be circular with the same size on the image. These marker images S
1 and S2 are extended at the angle of view so that one end is in contact with the horizontal axis indicating the road surface. The marker images S1 ', S at this time
Actual vehicle recognition marker 6a and 2 ', 1 an angle between 6b theta, When theta 2, theta 1, a vehicle recognition marker 6a in accordance with the theta 2, 6b becomes flattened and elliptical than circular. Coefficients S6a and S6b indicating deformation and size change of the vehicle recognition markers 6a and 6b are calculated as follows, respectively.

【0018】S6a=S1’/sinθ1 S6b=S2’/sinθ2 ここで、分子S1’,S2’は、駐車スペース5と撮影
装置7との距離の比から幾何学的に求めたものである。
S6a = S1 ′ / sin θ 1 S6b = S2 ′ / sin θ 2 Here, the molecules S1 ′ and S2 ′ are geometrically obtained from the ratio of the distance between the parking space 5 and the photographing device 7. .

【0019】上式から判るように、駐車スペース5に対
する撮影装置7の角度の違いにより実際の車両認識用マ
ーカ6a,6bの形状が変形し、かつ、駐車スペース5
と撮影装置7との距離が大きくなるにつれて、実際の車
両認識用マーカ6a,6bの形状が大きくなる。このよ
うにして、駐車スペース5毎の車両認識用マーカ6の変
形及び大きさの変化が当該駐車スペース5と撮影装置7
との位置関係により決定される。
As can be seen from the above equation, the shape of the actual vehicle recognition markers 6a, 6b is deformed due to the difference in the angle of the photographing device 7 with respect to the parking space 5, and the parking space 5
As the distance between the vehicle and the photographing device 7 increases, the actual shape of the vehicle recognition markers 6a and 6b increases. In this way, the deformation and the change in the size of the vehicle recognition marker 6 for each parking space 5 are determined by the parking space 5 and the photographing device 7.
Is determined by the positional relationship with

【0020】なお、車両認識用マーカ6の像が円形にな
るものとして説明したが、この形状は特に円形に限定さ
れるものではなく、任意の形状を選定可能である。
Although the description has been made assuming that the image of the vehicle recognition marker 6 is circular, the shape is not particularly limited to a circular shape, and any shape can be selected.

【0021】次に、画像処理装置8における処理内容を
説明すると共に、車両認識用マーカ6の像を複数箇所の
駐車スペース5について同一となるように構成した理由
を説明する。
Next, the processing contents of the image processing device 8 will be described, and the reason why the image of the vehicle recognition marker 6 is configured to be the same for a plurality of parking spaces 5 will be described.

【0022】車両認識用マーカ6を設置した駐車スペー
ス5を撮影装置7で撮影し、その画像を画像処理装置8
に入力する。画像処理装置8では、入力された画像を一
連の画像処理手法(例えば、入力→各画素への分割→画
像の平滑化→2値化→ラベリング→ラベル毎の面積抽出
→演算・判定)により、車両認識用マーカ6の有無を出
力する。即ち、本発明の駐車両検知装置における画像処
理手法では、駐車スペース5毎に異なる大きさ・変形形
状の車両認識用マーカ6を撮影した画像から、車両認識
用マーカ6に対応する図形の像を抽出する。この像の有
無から駐車スペース5上の駐車両の有無を検出する。
The parking space 5 in which the vehicle recognition marker 6 is installed is photographed by the photographing device 7 and the image is taken by the image processing device 8.
To enter. In the image processing device 8, the input image is processed by a series of image processing methods (for example, input → division into each pixel → smoothing of the image → binarization → labeling → area extraction for each label → operation / judgment). The presence or absence of the vehicle recognition marker 6 is output. That is, in the image processing method in the both-parking detection device of the present invention, an image of a figure corresponding to the vehicle recognition marker 6 is obtained from an image of the vehicle recognition marker 6 having a different size / deformation shape for each parking space 5. Extract. From the presence or absence of this image, the presence or absence of both parking spaces on the parking space 5 is detected.

【0023】当然のことながら、駐車スペース5上に駐
車両が有れば車両認識用マーカ6は遮蔽されるため、撮
影装置7で撮影した画像には写らないし、また、画像処
理の結果においても車両認識用マーカ6に対応する図形
の像は抽出できない。逆に、駐車スペース5上に駐車両
が無ければ所定の図形の像が抽出される。従って、駐車
スペース5上の駐車両の有無は簡単に識別できる。これ
ら各駐車スペース5の駐車両の有無の情報を1箇所に集
め、全ての駐車スペース5の空き、空きなし(満)をそ
れぞれ検知することにより、駐車場全体の満空検知を行
うことができる。
As a matter of course, if there is a parking space in the parking space 5, the vehicle recognition marker 6 is shielded, so that the vehicle recognition marker 6 is not reflected on the image photographed by the photographing device 7, and the image processing result The image of the figure corresponding to the vehicle recognition marker 6 cannot be extracted. Conversely, if there are no parking spaces on the parking space 5, an image of a predetermined figure is extracted. Therefore, the presence or absence of both parking spaces on the parking space 5 can be easily identified. By collecting the information on the presence or absence of both parking spaces in each of the parking spaces 5 in one place, and detecting the availability of all the parking spaces 5 and the absence (full) of each of the parking spaces 5, it is possible to detect the fullness of the entire parking lot. .

【0024】画像処理において、抽出した図形が大きさ
や形状について複雑なものとなると、その図形が車両認
識用マーカ6に対応したものであるかどうかの判断にも
複雑な手法を用いなくてはならない。このような複雑な
手法には、多くの処理手順や長い演算時間が必要とな
る。その点、本発明は、各駐車スペース5に設置されて
いる多様な変形及び大きさ変化を有する車両認識用マー
カ6が、撮影装置7で撮影して画像処理装置8に入力さ
れる画像上では、形状も大きさもほぼ同じとなる。これ
により、車両認識用マーカ6が画像に写っているかどう
かの判定が飛躍的に容易になる。この結果、処理手順の
簡易化・演算時間の短縮化が可能となる。
In the image processing, if the extracted figure becomes complicated in size and shape, a complicated method must be used to determine whether the figure corresponds to the vehicle recognition marker 6 or not. . Such a complicated method requires many processing procedures and a long calculation time. In this respect, according to the present invention, the vehicle recognition marker 6 having various deformations and size changes installed in each parking space 5 is photographed by the photographing device 7 and is input to the image processing device 8. The shape and the size are almost the same. Thereby, it is significantly easier to determine whether the vehicle recognition marker 6 is included in the image. As a result, the processing procedure can be simplified and the calculation time can be reduced.

【0025】本発明によれば、予め場所も形状も決まっ
ている車両認識用マーカ6を認識すればよいので、従来
のように形状も色も多様な車両を認識する方法に比べ
て、処理が容易になる。また、撮影装置7で撮影した車
両認識用マーカ6の画像上での形状を駐車スペース5の
位置によらず一定とすることで、画像処理装置8ではそ
の一定形状の像を抽出すればよいことになるので、画像
処理装置8の処理内容がさらに大幅に簡易化される。
According to the present invention, it is only necessary to recognize the vehicle recognition marker 6 whose location and shape are determined in advance, so that the processing is performed in comparison with the conventional method of recognizing a vehicle having various shapes and colors. It will be easier. In addition, by making the shape of the vehicle recognition marker 6 captured by the image capturing device 7 on the image constant regardless of the position of the parking space 5, the image processing device 8 may extract an image of the fixed shape. Therefore, the processing content of the image processing device 8 is further greatly simplified.

【0026】[0026]

【発明の効果】本発明は次の如き優れた効果を発揮す
る。
The present invention exhibits the following excellent effects.

【0027】(1)車両検知器を個々に設置する必要が
なくシステムが簡易であると共に、画像処理装置も大幅
に簡易化されるので、コストが低くなる。
(1) It is not necessary to separately install vehicle detectors, so that the system is simple and the image processing apparatus is greatly simplified, so that the cost is reduced.

【0028】(2)固定の図形を認識すればよいので、
正確な判断ができる。
(2) Since it is sufficient to recognize a fixed figure,
You can make accurate decisions.

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

【図1】本発明の一実施形態を示す駐車両検知装置の斜
視図である。
FIG. 1 is a perspective view of a parking both detecting device according to an embodiment of the present invention.

【図2】図1の駐車両検知装置の側面図である。FIG. 2 is a side view of the parking both detecting device of FIG. 1;

【図3】従来の駐車両検知装置の平面図である。FIG. 3 is a plan view of a conventional parking both detecting device.

【符号の説明】[Explanation of symbols]

5 駐車スペース(駐車場所) 6 車両認識用マーカ 7 撮影装置 8 画像処理装置 5 Parking space (parking place) 6 Marker for vehicle recognition 7 Imaging device 8 Image processing device

Claims (3)

【特許請求の範囲】[Claims] 【請求項1】 駐車場の各駐車場所に所定の図形を記
し、この駐車場を撮影した画像を画像処理することによ
り上記図形による像を抽出し、その像の有無により駐車
している車両の有無を検出することを特徴とする駐車両
検知方法。
1. A predetermined graphic is written at each parking place of a parking lot, and an image of the graphic is extracted by processing an image of the parking lot, and an image of the graphic is extracted. A method for detecting both parkings, characterized by detecting the presence or absence.
【請求項2】 上記図形は、その図形が記された駐車場
所と上記画像を撮影する場所との位置関係に応じた変形
及び大きさの変化を有することを特徴とする請求項1記
載の駐車両検知方法。
2. The parking apparatus according to claim 1, wherein the figure has a deformation and a change in size according to a positional relationship between a parking place where the figure is written and a place where the image is taken. Both detection methods.
【請求項3】 駐車場の各駐車場所に配置され所定の図
形に形成されたマーカと、この駐車場を撮影する撮影装
置と、その撮影装置で撮影した画像を画像処理すること
により上記マーカの像を抽出し、その像の有無により駐
車している車両の有無を検出する画像処理装置とを設け
たことを特徴とする駐車両検知装置。
3. A marker arranged at each parking place of a parking lot and formed in a predetermined figure, a photographing device for photographing the parking lot, and an image photographed by the photographing device for image processing of the marker. An image processing device that extracts an image and detects the presence or absence of a parked vehicle based on the presence or absence of the image.
JP24818496A 1996-09-19 1996-09-19 Method and device for detecting parking vehicle Pending JPH1097697A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP24818496A JPH1097697A (en) 1996-09-19 1996-09-19 Method and device for detecting parking vehicle

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP24818496A JPH1097697A (en) 1996-09-19 1996-09-19 Method and device for detecting parking vehicle

Publications (1)

Publication Number Publication Date
JPH1097697A true JPH1097697A (en) 1998-04-14

Family

ID=17174460

Family Applications (1)

Application Number Title Priority Date Filing Date
JP24818496A Pending JPH1097697A (en) 1996-09-19 1996-09-19 Method and device for detecting parking vehicle

Country Status (1)

Country Link
JP (1) JPH1097697A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006011215A1 (en) * 2004-07-29 2006-02-02 Mitsubishi Denki Kabushiki Kaisha Place status management system, radio tag reading apparatus, and management apparatus
KR100802855B1 (en) * 2007-01-22 2008-02-12 미쓰비시덴키 가부시키가이샤 Place status management system, radio tag reading apparatus, and management apparatus
JP2008070945A (en) * 2006-09-12 2008-03-27 Dainippon Printing Co Ltd Vehicle location management system and method
CN112733985A (en) * 2021-01-27 2021-04-30 昆山善思光电科技有限公司 Method for automatically identifying large and small material trays

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006011215A1 (en) * 2004-07-29 2006-02-02 Mitsubishi Denki Kabushiki Kaisha Place status management system, radio tag reading apparatus, and management apparatus
JPWO2006011215A1 (en) * 2004-07-29 2008-05-01 三菱電機株式会社 Location state management system, wireless tag reader and management device
US7768401B2 (en) 2004-07-29 2010-08-03 Mitsubishi Electric Corporation Place-status management system, radio tag reader, and managing apparatus
JP4667379B2 (en) * 2004-07-29 2011-04-13 三菱電機株式会社 Location state management system, wireless tag reader and management device
JP2008070945A (en) * 2006-09-12 2008-03-27 Dainippon Printing Co Ltd Vehicle location management system and method
KR100802855B1 (en) * 2007-01-22 2008-02-12 미쓰비시덴키 가부시키가이샤 Place status management system, radio tag reading apparatus, and management apparatus
CN112733985A (en) * 2021-01-27 2021-04-30 昆山善思光电科技有限公司 Method for automatically identifying large and small material trays

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