WO2002032795A1 - Method and apparatus for identifying goods - Google Patents

Method and apparatus for identifying goods Download PDF

Info

Publication number
WO2002032795A1
WO2002032795A1 PCT/JP2000/007197 JP0007197W WO0232795A1 WO 2002032795 A1 WO2002032795 A1 WO 2002032795A1 JP 0007197 W JP0007197 W JP 0007197W WO 0232795 A1 WO0232795 A1 WO 0232795A1
Authority
WO
WIPO (PCT)
Prior art keywords
image
information
image data
imaging means
baggage
Prior art date
Application number
PCT/JP2000/007197
Other languages
French (fr)
Japanese (ja)
Inventor
Tomoaki Hachiya
Yasunobu Harada
Yuuichi Komazawa
Original Assignee
Technowave, 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 Technowave, Ltd. filed Critical Technowave, Ltd.
Priority to PCT/JP2000/007197 priority Critical patent/WO2002032795A1/en
Publication of WO2002032795A1 publication Critical patent/WO2002032795A1/en

Links

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C3/00Sorting according to destination
    • B07C3/10Apparatus characterised by the means used for detection ofthe destination
    • B07C3/14Apparatus characterised by the means used for detection ofthe destination using light-responsive detecting means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B07SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07CPOSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/34Sorting according to other particular properties
    • B07C5/3412Sorting according to other particular properties according to a code applied to the object which indicates a property of the object, e.g. quality class, contents or incorrect indication
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/14Image acquisition
    • G06V30/1444Selective acquisition, locating or processing of specific regions, e.g. highlighted text, fiducial marks or predetermined fields
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition

Definitions

  • the present invention relates to a package recognition device for identifying information such as characters and graphics described on a package surface for a package flowing on a distribution conveyor or the like.
  • the present invention has been made to solve the above problems, and has as its object to use a dedicated reading description, to temporarily stop the system, to share image data,
  • the purpose of the present invention is to provide a device capable of recognizing a package by reading information on characters and figures written on a surface. Disclosure of the invention
  • An apparatus for identifying baggage surface information of a baggage moving along a flow path wherein first imaging means arranged on the upstream side of the flow path,
  • Second imaging means arranged on the downstream side, First image processing means for processing image data of the baggage surface captured from the first imaging means;
  • Second image processing means for processing image data of the baggage surface captured from the second imaging means
  • An apparatus having first image processing means and information transmission means between the second image processing means,
  • the first imaging means captures the baggage surface and captures it as image data
  • the first image processing means determines an area in which information to be recognized is described in the image data of the baggage surface captured from the first imaging means, and transmits the position information of the area to the information transmitting means.
  • the second imaging means transmits the same luggage surface as the one imaged by the first imaging means again and captures it as image data.
  • the second image processing means performs baggage surface information recognition processing based on the image data of the baggage surface captured from the second imaging means based on the position information of the area. Device.
  • the most significant feature of the present invention is that the same package surface is imaged twice or more for the cargo flowing through the flow path in a distribution system or the like, and in the processing of the second and subsequent captured images, the analysis result of the previous imaging is obtained. The point is to use it.
  • the present invention has been made based on the idea of performing recognition processing on information narrowed down by processing. According to this, since each image processing means only needs to perform a limited process, the amount of each process can be reduced.
  • the luggage surface For example, first, image the luggage surface once, and then roughly grasp where the information (such as characters (including numbers) or figures) to be recognized is drawn on the luggage surface.
  • the analysis for the recognition is performed only for the position where the character or the graphic to be recognized is determined to be drawn using the position information.
  • a publicly-known image recognition technique may be appropriately used as a method for extracting a position where a character or a figure is described on the imaged surface of the package.
  • a known character / graphic recognition technology may be appropriately used as a method for recognizing a character / graphic described at the position.
  • processing using a plurality of processing means can be performed without transferring a large amount of data or sharing the data with a plurality of CPUs. Since only limited information such as position information is transmitted from the first image processing means to the second image processing means, much less information is transmitted than when the captured image information itself is transmitted. Transmission is sufficient and delay problems are less likely to occur. As described above, data obtained by re-imaging can be used instead of data transfer, etc. in a system in which an object moves on a flow path, such as a distribution system, on a flow path such as a belt conveyor.
  • the number of imaging means and image processing means is not limited to two, and may be three or more. Image data may be read for each image processing unit.
  • the transmission of the position information from the first image processing unit to the second image processing unit may be performed before or after the acquisition of the image information by the second imaging unit.
  • the communication does not need to be performed directly, and it is sufficient that the communication is finally secured.
  • a first luggage detection sensor for generating a signal to be a trigger for imaging by the first imaging means
  • a second luggage detecting sensor for generating a signal to be a trigger for imaging by the second imaging means
  • an object of the present invention is to provide a baggage detection sensor corresponding to each imaging unit, and to perform imaging at the same timing after detecting that a baggage has flowed.
  • the invention described in claim 3 is:
  • the physical distribution system includes a physical information processing device that performs information processing for physical distribution control using information from the identification device.
  • a physical information processing device that performs information processing for physical distribution control using information from the identification device.
  • various kinds of information of the target luggage can be obtained.
  • an information processing device such as a computer that supervises distribution control
  • advanced information such as branching and distribution of luggage can be obtained.
  • a logistics system with functions can be realized.
  • This is a method for identifying the baggage surface information in a physical distribution conveyor.
  • This invention is an invention of a method for identifying packages in a distribution system based on the same idea as the invention described in claim 1.
  • FIG. 1 (a) and 1 (b) are schematic perspective views showing a system configuration and an operation process of a character identification device according to the present invention.
  • FIG. 2 is a perspective view of the baggage subject to the same character identification.
  • FIGS. 3 (a) and 3 (b) are flow charts showing operation procedures of the first and second image reading devices.
  • FIGS. 4 (a) to (d) are explanatory diagrams showing the processing procedure of the first image processing unit.
  • FIGS. 5 (a) and 5 (b) are explanatory diagrams showing a processing procedure subsequent to FIG.
  • FIGS. 6 (a;) and (b) are explanatory diagrams showing the processing procedure of the second image processing unit. Explanation of reference numerals
  • FIG. 1 shows an apparatus configuration in a case where the present invention is applied to a character reading apparatus printed or affixed to a side surface of a package flowing on a conveyor line.
  • Reference numeral 1 denotes a belt conveyor on which goods are sequentially circulated.
  • Figures (a) and (b) show temporal changes.
  • the baggage W is, for example, a corrugated pole in which the corresponding product is packed.
  • the baggage W is, for example, a corrugated pole in which the corresponding product is packed.
  • the trade name, product name, product character, etc. of the goods packed inside area A
  • the product number area B
  • the description of the contents Area C
  • the date of manufacture Area D
  • the sticking of the bar code Area E
  • a first image reading device 2 and a second image reading device 3 are arranged on a side surface of the conveyor 1 at a predetermined distance downstream of the reading device 2. I have.
  • the first image reading device 2 includes a CCD camera 4 as a first imaging unit, an image processing unit 6 as a first image processing unit connected thereto, and a sensor 8 as a first baggage detecting unit. Inclusive. Regarding the second image reading device 3, It includes a CCD camera 5 as a second imaging means, an image processing unit 7 as a second image processing means connected thereto, and a sensor 9 as a second baggage detecting means. The two image processing units 6 and 7 are connected by a communication cable 10 as information transmission means. The second image processing unit 7 transmits the processed data to the upper device 12.
  • the upper device 12 is a logistics information processing device that is configured by a computer device and controls the logistics of the logistics system including the conveyor 1. As a result, it is possible to control the sorting, branching, merging, and the like of packages at a position downstream of the conveyor 1.
  • a screen (not shown) is fixedly installed as a background at a position opposite to the image reading devices 2 and 3 with the conveyor 1 interposed therebetween.
  • FIG. 3 (a) shows a processing procedure of the first image reading device 2.
  • the luggage detecting sensor 8 constantly monitors the passage of the luggage W, and the luggage sensor 8 emits a signal when the luggage passes through the sensitive range of the sensor 8.
  • the CCD camera 4 captures an image of the side of the package W (SA302, Fig. 1 (a)).
  • This image is captured by the image processing unit 6 (SA303), image processing is performed to extract and specify an area for character recognition (SA304), and area position data for the specified area is stored in the second image.
  • FIG. 3 (b) shows a processing procedure of the second image reading device 3.
  • the second image reading device monitors whether or not the area position data has been received from the image processing unit 6 of the first image reading device (SB301). It is loaded into the control unit 7 (SB302). During this time, the baggage W is flowing on the conveyor 1, so the second image reading device constantly monitors the passage of the baggage W by the baggage detection sensor 9 (SB303). Then, upon detecting the passage of the same package W, the CCD camera 5 takes an image of the package W (SB304, FIG. 1 (b)), and then the image processing unit 7 sets the block designated by the position data.
  • FIG. 4 the processing contents of the first image processing unit 6 are shown in FIG. 4 and FIG.
  • Fig. 4 (a) assuming that the total number of pixels for one screen of the actually captured image is 640 dots in the horizontal direction and 480 dots in the vertical direction, ), A reduced image of 640 11 X 48 O Zn at a predetermined thinning rate n.
  • the first image processing unit 6 only needs to extract a specific area where characters in the image are drawn as a group or a block and extract only its outline. Processing speed Because
  • the image processing unit 6 extracts the outline of the entire portion where the characters and the like of the thinned image are drawn, and then, as shown in FIG. Performs valuation.
  • the black and white is the same, but it is actually a black and white inverted image.
  • the area where the characters are described is grouped, the blocks are calculated, and the coordinates are calculated.
  • Specified as This process detects the corner coordinates Pl, P2, P3, and P4 of the rectangular area and reads the area enclosed by the coordinates, as shown partially enlarged in the figure. It is a taking area.
  • the image processing area in the second image processing unit 7 is determined, and this area position information is transmitted to the second image processing unit 7 via the connection cable 10. Transfer to.
  • the second baggage detection sensor 9 detects the passing baggage W after a predetermined time delay
  • the second CCD camera 5 takes an image of the same baggage W, and the image content is converted to the second image processing unit. It is taken in 7.
  • the contents of this processing are as follows: contours are extracted, binarized, and connected components are extracted from image data in a specified area in the read data. Then, when the aspect ratio of the contour of the obtained data is constant, it is determined to be an alphanumeric character, and is recognized as character data by a pattern matching method or another character recognition method.
  • the character data is transferred to the host device 12.
  • a system for recognizing and identifying only characters is exemplified, so that areas B, C, and D, that is, the product number, NET, and date of manufacture are recognized as characters, and areas A and E are used. If it is determined that the recognized image in the outline is not a character, the recognition operation in the outline is stopped.
  • the host device 12 In other words, of the image data, only the product number, NET, and date of manufacture are transferred to the host device 12 as information forming a pair with the corresponding package W.
  • a branch line etc. can be provided downstream of the belt conveyor 1 to automatically sort the package according to the product number, NET, date of manufacture, etc. described on the package surface. I can do it.
  • the cargo identification device in the physical distribution system when identifying the cargo in the compare system or the like, the moving cargo is not stopped temporarily, but simply and quickly. Recognition of letters on luggage Can perform intelligence processing

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Image Processing (AREA)
  • Character Discrimination (AREA)

Abstract

An apparatus comprises first imaging means (4) arranged along a passage (1), second imaging means (5), first image processing means (6) for processing the image of one side of an object taken by the first imaging means, second image processing means (7) for processing the image taken by the second imaging means, and means (10) for transferring data between the two image processing means. The first image processing means defines the area including the characters to be recognized, and sends the position information about the area to the second image processing means. The second imaging means takes an image of the same side of the object as the first imaging means did. The second image processing means processes information about the surface of the object based on the position information about the defined area.

Description

明 細 書 荷物の識別装置及び識別方法 技術分野  Description Baggage identification device and identification method
本発明は、 物流コンベア等を流れる荷物につき、 荷物表面に記載されてい る文字、 図形等の情報を識別するための荷物認識装置に関する。 背景技術  TECHNICAL FIELD The present invention relates to a package recognition device for identifying information such as characters and graphics described on a package surface for a package flowing on a distribution conveyor or the like. Background art
従来から物流システムにおいては、 コンベアラインを移動中の梱包箱など を分類し、 下流側に送出する必要があることが多い。  Conventionally, in distribution systems, it is often necessary to classify packing boxes that are moving on a conveyor line and send them to the downstream side.
この種の流通商品の管理方法としては、 従来から、 荷物に貼着されたバー コードを読取る方法が存する。 し力、し、 この種の情報は目視確認できないと いう欠点がある。 また、 荷物の分類のために、 わざわざバーコ一ドを貼着す る必要がある。 ところで、 荷物には、 通常その内容物の名称、 量等を示す文字 ·図形等が 記載されている。  As a method of managing this type of distribution product, there has been a method of reading a bar code attached to a package. The disadvantage is that this type of information cannot be checked visually. In addition, it is necessary to attach a bar code to classify the package. By the way, the luggage usually contains characters, graphics, etc. indicating the name, quantity, etc. of the contents.
これは、 人間がその荷物の内容を把握できるように記載されているもので あるが、この情報を読取つて利用することができれば無駄がなく効率がよい。 しかしながら、 荷物面に記載された文字 ·図形等を画像認識により認識し ようとするための画像情報は膨大である。 たとえば、 C C Dカメラで取込ん だ画像データを 2値化処理などに代表される種々の画像処理を施した画像デ —夕を用いて文字認識処理を行う場合を考えると、 一般的な画像データの構 造は、 赤、 青、 緑それぞれ 1バイトの合計 3バイトを 1 d o tで呼ぶ単位系 で表されるデータの集合体で、 仮に横方向 6 4 0 d o t、 縦方向に 4 8 0 d o tの画像データで構成され、 3 0 7 2 0 0 d o t、 総バイト数はその 3倍 の 9 2 1 6 0 0バイトにも及ぶ。 このデータにつき、 文字 ·図形の記載され た領域を抽出し、かつその領域に記載された文字'図形を認識するためには、 莫大なデー夕処理量が必要となる。 This is written so that humans can grasp the contents of the package, but if this information can be read and used, it is efficient without waste. However, there is a huge amount of image information for trying to recognize characters, figures, etc. written on the package surface by image recognition. For example, consider the case where character recognition processing is performed using image data captured by a CCD camera and subjected to various types of image processing such as binarization processing. Structure The structure is a collection of data expressed in a unit system that calls for 3 bytes of 1 byte each for red, blue, and green with 1 dot.Image data of 640 dots in the horizontal direction and 480 dots in the vertical direction. The total number of bytes is three times as large as 92,600 bytes. From this data, an enormous amount of data processing is required to extract the area where the characters and figures are described and to recognize the characters and figures described in that area.
しかも、 荷物は次々と流れてくるので、 この処理を、 次の荷物が流れてく るまでの間に終了する必要がある。 あるいは、 複数の C P Uで画像データを 共有することでこの問題を回避することも可能であるが、 複数の C P Uでデ —夕を共有するためのハードウェアが必要となり、 複雑で高価なシステムを ならざるをえなかった。  In addition, since the luggage flows one after another, this process must be completed before the next luggage flows. Alternatively, it is possible to avoid this problem by sharing image data among multiple CPUs, but if multiple CPUs need hardware to share data, complex and expensive systems can be used. I had to help.
従って、 前述した利便性があるにも係わらず、 従来の画像認識装置では、 移動中の荷物面からその文字 ·図形情報を読取ることは行われていなかった。 本発明は、 以上の課題を解決するものであって、 その目的は、 専用の読取 り用記載を用いることなく、 またシステムを一旦停止させることなく、 かつ 画像データを共有することもなく、 荷物面に記載された文字 ·図形の情報を 読取って荷物の認識を可能とする装置を提供するものである。 発明の開示  Therefore, in spite of the above-described convenience, the conventional image recognition apparatus does not read the character / graphic information from the surface of the moving luggage. The present invention has been made to solve the above problems, and has as its object to use a dedicated reading description, to temporarily stop the system, to share image data, The purpose of the present invention is to provide a device capable of recognizing a package by reading information on characters and figures written on a surface. Disclosure of the invention
前記目的を達成するため、 請求の範囲 1記載の発明は、  To achieve the above object, the invention described in claim 1 is
流路に沿って移動する荷物の荷物面情報を識別する装置であって、 流路上流側に配置される第一の撮像手段と、  An apparatus for identifying baggage surface information of a baggage moving along a flow path, wherein first imaging means arranged on the upstream side of the flow path,
下流側に配置される第二の撮像手段と、 第一の撮像手段から取込んだ荷物面の画像データを処理するための第一の 画像処理手段と、 Second imaging means arranged on the downstream side, First image processing means for processing image data of the baggage surface captured from the first imaging means;
第二の撮像手段から取込んだ荷物面の画像データを処理するための第二の 画像処理手段と、  Second image processing means for processing image data of the baggage surface captured from the second imaging means;
第一の画像処理手段と第二の画像処理手段間の情報伝達手段とを有する装 置であり、  An apparatus having first image processing means and information transmission means between the second image processing means,
第一の撮像手段は荷物面を撮像して画像データとして取込み、  The first imaging means captures the baggage surface and captures it as image data,
第一の画像処理手段は、 第一の撮像手段から取込んだ荷物面の画像データ にっき認識対象となるべき情報が記載された領域を確定して、 当該領域の位 置情報を前記情報伝達手段を介して第二の画像処理手段に対し伝達し、 第二の撮像手段は、 第一の撮像手段が撮像したのと同一の荷物面を再度撮 像して画像データとして取込み、  The first image processing means determines an area in which information to be recognized is described in the image data of the baggage surface captured from the first imaging means, and transmits the position information of the area to the information transmitting means. The second imaging means transmits the same luggage surface as the one imaged by the first imaging means again and captures it as image data.
第二の画像処理手段は、 第二の撮像手段から取込んだ荷物面の画像データ にっき、 前記領域の位置情報に基づき、 荷物面情報の認識処理を行う ことを特徴とする荷物面情報の識別装置である。 この発明の最大の特徴は、 物流システム等において流路を流れる荷物につ き、同一の荷物面を二度以上撮像し、二度目以降の撮像画像の処理において、 それ以前の撮像における解析結果を利用する点にある。  The second image processing means performs baggage surface information recognition processing based on the image data of the baggage surface captured from the second imaging means based on the position information of the area. Device. The most significant feature of the present invention is that the same package surface is imaged twice or more for the cargo flowing through the flow path in a distribution system or the like, and in the processing of the second and subsequent captured images, the analysis result of the previous imaging is obtained. The point is to use it.
従来は、物流システムにおいて荷物面の情報を画像認識しょうとする場合、 一度撮像を行つて情報を取込んだ後、 その画像について最終的な認識までを 完了するのが常識であった。 しかしながら、 この方法では前述のように次の 荷物が来るまでの短時間に、 大量の処理をしなければならないことになる。 次の荷物が来るまでに解析を終了できない場合には、 当該画像情報を別の記 憶領域に転送するか、 あるいは共有できる手段を講じた上で解析を行う必要 がある。 ところが、 大量の画像データの転送には、 それ自体に時間がかかつ てしまうし、 画像データを共有することも容易ではない。 In the past, when attempting to recognize information on the surface of a package in a physical distribution system, it was common sense to take an image once, capture the information, and then complete the final recognition of that image. However, this method requires a large amount of processing in a short time before the next package arrives, as described above. If the analysis cannot be completed before the next package arrives, the image It is necessary to perform analysis after transferring to the storage area or taking measures to share it. However, transferring a large amount of image data takes time in itself and it is not easy to share image data.
そこで、 撮像デ一夕につき、 次の荷物が来るまでの時間で処理できる程度 の大まかな処理を行い、 さらに下流でもう一度、 同一荷物面を撮像して、 今 度は前記処理結果を用いて事前処理で絞った情報についての認識処理を行う という発想に基いてなされたのが本発明である。 これによれば、 それぞれの 画像処理手段は限られた処理のみをすれば良いため、 それぞれの処理量を減 少できる。  Therefore, for each night of imaging, a rough process is performed so that it can be processed in the time until the next package arrives, and the same package surface is again imaged further downstream, and this time, the processing result is used in advance. The present invention has been made based on the idea of performing recognition processing on information narrowed down by processing. According to this, since each image processing means only needs to perform a limited process, the amount of each process can be reduced.
たとえば、 まず一度荷物面を撮像して、 その荷物面のどの位置に認識した い文字 (数字を含む)や図形等の情報が描かれているのかを大まかに把握し、 二度目以降の撮像による画像情報においては、 前記位置情報を用いて、 認識 すべき文字や図形の描かれていると判断される位置についてのみその認識の ための解析を行う。 なお、 第一の画像処理手段において、 荷物の撮像された 面につき文字 ·図形が記載されている位置を抽出する手法については、 公知 の画像認識技術を適宜用いれば良い。 また、 第二の画像処理手段において、 当該位置に記載された文字 ·図形等を認識する手法も、 公知の文字 ·図形認 識技術を適宜用いればよい。 本発明によれば、 大量のデータを転送じたり、 複数の C P Uで共有したり することなく、 複数の処理手段を用いた処理が可能となる。 第一の画像処理 手段から第二の画像処理手段に伝達されるのは、 位置情報等の限られた情報 のみであるから、 撮像された画像情報そのものを送信する場合と比べて格段 に少ない情報の伝達で足りるため、 遅延の問題を生じにくい。 このように、 データ転送等のかわりに再度の撮像によるデ一タを用いるこ とができるのは、 物流システム等の対象物が流路上を移動するシステムにお いては、 ベルトコンベア等の流路上を流れてくる荷物は通常その速度や姿勢 を変化させることがないため、 上流と下流に同様な撮像手段を設けておいた とき、 荷物を撮像するタイミングさえ調節すればほぼ同様の画像データが取 得できるという特性があるからである。 なお、 撮像手段、 画像処理手段は 2つに限定されるものではなく、 3っ以 上であってもよい。 画像処理単位ごとに画像データを読みこんでもよい。 また、 第一の画像処理手段から第二の画像処理手段になされる位置情報の 伝達は、 第二の撮像手段による画像情報の取得より前になされても後になさ れてもよい。 また、 その伝達は、 直接行われる必要はなく、 最終的に伝達が 確保されれば良い。 請求の範囲 2記載の発明は、 For example, first, image the luggage surface once, and then roughly grasp where the information (such as characters (including numbers) or figures) to be recognized is drawn on the luggage surface. In the image information, the analysis for the recognition is performed only for the position where the character or the graphic to be recognized is determined to be drawn using the position information. In the first image processing means, a publicly-known image recognition technique may be appropriately used as a method for extracting a position where a character or a figure is described on the imaged surface of the package. In the second image processing means, a known character / graphic recognition technology may be appropriately used as a method for recognizing a character / graphic described at the position. According to the present invention, processing using a plurality of processing means can be performed without transferring a large amount of data or sharing the data with a plurality of CPUs. Since only limited information such as position information is transmitted from the first image processing means to the second image processing means, much less information is transmitted than when the captured image information itself is transmitted. Transmission is sufficient and delay problems are less likely to occur. As described above, data obtained by re-imaging can be used instead of data transfer, etc. in a system in which an object moves on a flow path, such as a distribution system, on a flow path such as a belt conveyor. Since the speed and attitude of a load flowing through a package usually does not change, if similar imaging means are provided upstream and downstream, almost the same image data can be obtained by adjusting the timing of capturing the load. This is because there is a characteristic that it can be obtained. The number of imaging means and image processing means is not limited to two, and may be three or more. Image data may be read for each image processing unit. The transmission of the position information from the first image processing unit to the second image processing unit may be performed before or after the acquisition of the image information by the second imaging unit. In addition, the communication does not need to be performed directly, and it is sufficient that the communication is finally secured. The invention described in Claim 2 is
第一の撮像手段による撮像の卜リガとなるべき信号を発生するための第一 の荷物検出用センサと、  A first luggage detection sensor for generating a signal to be a trigger for imaging by the first imaging means;
第二の撮像手段による撮像のトリガとなるべき信号を発生するための第二 の荷物検出用センサと  A second luggage detecting sensor for generating a signal to be a trigger for imaging by the second imaging means;
を備えたことを特徴とする請求の範囲 1に記載の識別装置である。 第一の撮像手段と第二の撮像手段とで、 同一の荷物の荷物面を同様に撮影 するためには、 荷物がそれぞれの撮像手段に対し同じ状態にきた段階で撮像 を行うことが望ましい。 そこで、 本発明は、 それぞれの撮像手段に対応して 荷物検出用センサを設け、 荷物が流れてきたことを感知したうえで同一タイ ミングで撮像を行うことを目的とするものである。 請求の範囲 3記載の発明は、 2. The identification device according to claim 1, comprising: In order for the first imaging means and the second imaging means to similarly image the baggage surface of the same luggage, the luggage must be imaged when the luggage comes to the same state for each imaging means. It is desirable to carry out. In view of the above, an object of the present invention is to provide a baggage detection sensor corresponding to each imaging unit, and to perform imaging at the same timing after detecting that a baggage has flowed. The invention described in claim 3 is:
請求の範囲 1又は請求の範囲 2記載の識別装置と、  An identification device according to claim 1 or claim 2,
当該識別装置からの情報を用いて物流制御のための情報処理をおこなう物 流情報処理装置を有することを特徴とする物流システムである。 前記識別装置を用いることで、対象となる荷物の各種情報が得られるので、 これを物流制御を統括するコンピュータ等の情報処理装置において用いるこ とで、 荷物の分岐や分配をはじめとする高度な機能を有する物流システムが 実現できる。 請求の範囲 4記載の発明は、  The physical distribution system includes a physical information processing device that performs information processing for physical distribution control using information from the identification device. By using the identification device, various kinds of information of the target luggage can be obtained. By using this information in an information processing device such as a computer that supervises distribution control, advanced information such as branching and distribution of luggage can be obtained. A logistics system with functions can be realized. The invention described in Claim 4 is
物流コンベアの第一の地点において荷物面を撮像して画像デ一夕として取 込むステップ、  Imaging the luggage surface at the first point of the distribution conveyor and capturing it as an image
第一の地点において取込んだ荷物面の画像データにつき画像認識をおこな つて、 認識対象となるべき情報が記載された領域を確定するステップ、 第一の地点よりも下流の第二の地点において、 第一の地点で撮像したのと 同一の荷物面を再度撮像して画像データとして取込むステツプ、  Performing image recognition on the image data of the baggage surface captured at the first point to determine an area in which information to be recognized is described; at a second point downstream from the first point A step in which the same luggage surface as that taken at the first point is again taken and taken as image data,
第二の地点において取込んだ荷物面の画像データに対し、 前記確定された 領域について荷物面情報の認識処理を行うステツプ  A step of performing a process of recognizing luggage surface information on the determined area with respect to the image data of the luggage surface captured at the second point.
を含むことを特徴とする物流コンベアにおける荷物面情報の識別方法である。 この発明は、 請求の範囲 1に記載の発明と同様の発想に基く、 物流システ ムにおける荷物の識別方法の発明である。 図面の簡単な説明 This is a method for identifying the baggage surface information in a physical distribution conveyor. This invention is an invention of a method for identifying packages in a distribution system based on the same idea as the invention described in claim 1. BRIEF DESCRIPTION OF THE FIGURES
第 1図 (a)、 ( b) は、 本発明に係る文字識別装置のシステム構成及び動 作過程を示す概略斜視図である。  1 (a) and 1 (b) are schematic perspective views showing a system configuration and an operation process of a character identification device according to the present invention.
第 2図は、 同文字識別の対象となる荷物の斜視図である。  FIG. 2 is a perspective view of the baggage subject to the same character identification.
第 3図 (a)、 ( b) は、 第一、 第二の画像読取り装置の動作手順を示すフ ローチャートである。  FIGS. 3 (a) and 3 (b) are flow charts showing operation procedures of the first and second image reading devices.
第 4図 (a) 〜 (d) は、 第一の画像処理ユニットの処理手順を示す説明 図である。  FIGS. 4 (a) to (d) are explanatory diagrams showing the processing procedure of the first image processing unit.
第 5図 (a)、 ( b ) は、 図 4に引き続く処理手順を示す説明図である。 第 6図 (a;)、 ( b ) は、 第二の画像処理ユニットの処理手順を示す説明図 である。 符号の説明  FIGS. 5 (a) and 5 (b) are explanatory diagrams showing a processing procedure subsequent to FIG. FIGS. 6 (a;) and (b) are explanatory diagrams showing the processing procedure of the second image processing unit. Explanation of reference numerals
1 ベルトコンベア (流路)  1 Belt conveyor (flow path)
W 荷物  W luggage
2、 3 画像読取装置  2, 3 image reading device
4、 5 C C Dカメラ (撮像手段)  4, 5 CCD camera (Imaging means)
6、 7 画像処理ユニット (画像処理手段)  6, 7 Image processing unit (image processing means)
1 0 接続ケーブル (情報伝達手段)  1 0 Connection cable (information transmission means)
8、 9 荷物検出用センサ 1 2 上位側機器 (物流情報処理装置) 発明を実施するための最良の形態 8, 9 Luggage detection sensor 1 2 Higher-level equipment (distribution information processing device) Best mode for carrying out the invention
以下、 本発明の好ましい実施の形態につき、 添付図面を参照して詳細に説 明する。 第 1図は、 本発明をコンベアライン上を流通する荷物の側面に印刷または 貼付された文字の読取装置に適用した場合の装置構成を示す。 1はベルトコ ンベアであり、 コンベア 1上を順次荷物が流通する。 同図 (a )、 ( b ) は時 間的推移を表す。  Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. FIG. 1 shows an apparatus configuration in a case where the present invention is applied to a character reading apparatus printed or affixed to a side surface of a package flowing on a conveyor line. Reference numeral 1 denotes a belt conveyor on which goods are sequentially circulated. Figures (a) and (b) show temporal changes.
荷物 Wは、 例えば該当する商品を梱包した段ポールである。 一般に梱包用 段ボールの側面には、 第 2図に示すごとくその内部に梱包された商品にかか る商号や商品名、商品キャラクタなどの記載(エリア A)、 品番の記載(エリ ァ B)、 内容量の記載(エリア C)、 製造年月日の記載(エリア D)、 バーコ一 ドの貼付 (エリア E) などが適宜位置になされている。  The baggage W is, for example, a corrugated pole in which the corresponding product is packed. Generally, on the side of the cardboard for packing, as shown in Fig. 2, the trade name, product name, product character, etc. of the goods packed inside (area A), the product number (area B), The description of the contents (Area C), the date of manufacture (Area D), the sticking of the bar code (Area E), etc. are placed where appropriate.
本実施例においては、以上の画像情報のうち、エリア B、 C、 Dの文字(数 字) 情報のみを抽出して文字認識し、 これらのエリアにつき認識された情報 を、 該当する荷物 Wの識別情報として取得する場合を示す。  In the present embodiment, of the above image information, only the character (number) information of the areas B, C, and D is extracted and character recognition is performed, and the information recognized for these areas is converted to the corresponding package W This shows a case where the information is acquired as identification information.
第 1図に示すごとく、 コンベア 1の側面には、 第一の画像読取装置 2およ び、 この読取装置 2の下流側に所定間隔離れた位置で第二の画像読取装置 3 が配置されている。  As shown in FIG. 1, a first image reading device 2 and a second image reading device 3 are arranged on a side surface of the conveyor 1 at a predetermined distance downstream of the reading device 2. I have.
第一の画像読取装置 2は第一の撮像手段である C C Dカメラ 4と、 これに 接続した第一の画像処理手段である画像処理ュニット 6と、 第一の荷物検出 手段であるセンサ 8とを包含している。 第二の画像読取装置 3についても、 第二の撮像手段である CCDカメラ 5と、 これに接続した第二の画像処理手 段である画像処理ュニット 7と、 第二の荷物検出手段であるセンサ 9とを包 含している。 両画像処理ユニット 6、 7間は、 情報伝達手段である通信ケー ブル 10で接続されている。 第二の画像処理ユニット 7は、 その処理データ を上位側機器 12に伝達する。 上位側機器 12は、 コンピュータ装置によつ て構成され、 コンベア 1を含む物流システムの物流を制御するための物流情 報処理装置である。これによりコンベア 1より下流位置における荷物の仕分、 分岐、 合流などの制御を行うことができる。 The first image reading device 2 includes a CCD camera 4 as a first imaging unit, an image processing unit 6 as a first image processing unit connected thereto, and a sensor 8 as a first baggage detecting unit. Inclusive. Regarding the second image reading device 3, It includes a CCD camera 5 as a second imaging means, an image processing unit 7 as a second image processing means connected thereto, and a sensor 9 as a second baggage detecting means. The two image processing units 6 and 7 are connected by a communication cable 10 as information transmission means. The second image processing unit 7 transmits the processed data to the upper device 12. The upper device 12 is a logistics information processing device that is configured by a computer device and controls the logistics of the logistics system including the conveyor 1. As a result, it is possible to control the sorting, branching, merging, and the like of packages at a position downstream of the conveyor 1.
以上に加え、 コンベア 1を挟んで画像読取装置 2、 3とは反対側の位置に は図示しないスクリーンが背景として固定設置されている。 次に、 以上の構成における読取り処理手順をフローチャートを用いて説明 する。  In addition to the above, a screen (not shown) is fixedly installed as a background at a position opposite to the image reading devices 2 and 3 with the conveyor 1 interposed therebetween. Next, the read processing procedure in the above configuration will be described using a flowchart.
まず、 第 3図 (a) は、 第一の画像読取装置 2の処理手順を示すものであ る。 荷物検出用センサ 8が荷物 Wの通過を常時監視し、 荷物がこのセンサ 8 の感応範囲を通過すると同センサ 8が信号を発する。 この信号をトリガとし て(SA301)、 CCDカメラ 4が荷物 Wの荷物側面を撮像する (SA30 2、第 1図(a))。この画像を画像処理ユニット 6が取り込み(S A 303)、 画像処理をして文字認識すべき領域を抽出して特定し(S A304)、特定さ れた領域についての領域位置データを第二の画像処理ュニット 7側へ転送す る (SA305)o  First, FIG. 3 (a) shows a processing procedure of the first image reading device 2. The luggage detecting sensor 8 constantly monitors the passage of the luggage W, and the luggage sensor 8 emits a signal when the luggage passes through the sensitive range of the sensor 8. Using this signal as a trigger (SA301), the CCD camera 4 captures an image of the side of the package W (SA302, Fig. 1 (a)). This image is captured by the image processing unit 6 (SA303), image processing is performed to extract and specify an area for character recognition (SA304), and area position data for the specified area is stored in the second image. Transfer to processing unit 7 (SA305) o
第 3図(b)は、 第二の画像読取装置 3の処理手順を示すものである。 第二 の画像読取装置は、 第一の画像読取装置の画像処理ュニット 6からの領域位 置データの受信の有無を監視し(S B 301)、データが受信されると画像処 理ュニット 7内に取り込む(S B 3 0 2 )。この間にも荷物 Wはコンベア 1上 を流れているので、 第二の画像読取装置は当該荷物 Wの通過を荷物検出用セ ンサ 9により常時監視している (S B 3 0 3 )。そして、 同一荷物 Wの通過検 出を受けて C C Dカメラ 5が荷物 Wを撮像し (S B 3 0 4、 第 1図 (b))、 ついで画像処理ュニット 7が、 前記位置データで指定されるブロックのみの 画像を取り込み(S B 3 0 5 )、取込まれたブロック内の画像情報としての文 字をテキストとして文字認識するための認識の処理をする (S B 3 0 6 )。 これにより、 荷物を識別するための情報が得られるので、 得られた処理結果 データを上位側機器 1 2に転送する ( S B 3 0 7 )。 すなわち、 本発明においては、 荷物がコンベア上を流れるとき、 荷物の同 一面を 2度以上、 異なる撮像手段により撮像することになる。 まず第一の撮 像手段で撮像する (同図 (a ))。 そして、 認識する必要のある領域を確定す る。 これと前後して再度第二の撮像手段により撮像(同図 (b)) し、 この画 像につき、 前記確定された領域情報を用いて、 必要な領域についてのみ詳細 な認識を行うのである。 次に第一の画像処理ュニッ卜 6の処理内容を第 4図及び第 5図に示す。 第 4図 (a) に示すごとく、 実際に撮像された画像の一画面分の総画素数 が横方向 6 4 0 d o t X縦方向に 4 8 0 d o tであるとすると、 まず、 同図 ( b) に示すように、 所定の間引率 nで 6 4 0 11 X 4 8 O Znの縮小画像 とする。 この処理は、 第一の画像処理ユニット 6では、 画像中の文字が描か れている一定の領域をグループあるいはブロックとしてその輪郭のみを抽出 すれば良いため、 間引データでも十分であり、 かつその分だけ処理速度をあ げるためである。 FIG. 3 (b) shows a processing procedure of the second image reading device 3. The second image reading device monitors whether or not the area position data has been received from the image processing unit 6 of the first image reading device (SB301). It is loaded into the control unit 7 (SB302). During this time, the baggage W is flowing on the conveyor 1, so the second image reading device constantly monitors the passage of the baggage W by the baggage detection sensor 9 (SB303). Then, upon detecting the passage of the same package W, the CCD camera 5 takes an image of the package W (SB304, FIG. 1 (b)), and then the image processing unit 7 sets the block designated by the position data. Only the image is fetched (SB305), and a recognition process for recognizing a character as image information in the fetched block as text is performed (SB305). As a result, information for identifying the package is obtained, and the obtained processing result data is transferred to the upper-level device 12 (SB307). That is, in the present invention, when the package flows on the conveyor, the same surface of the package is imaged twice or more by different imaging means. First, an image is taken by the first imaging means ((a) in the figure). Then, determine the area that needs to be recognized. Before or after this, an image is taken again by the second image pickup means (FIG. 9 (b)), and detailed recognition of only a necessary area is performed on this image using the determined area information. Next, the processing contents of the first image processing unit 6 are shown in FIG. 4 and FIG. As shown in Fig. 4 (a), assuming that the total number of pixels for one screen of the actually captured image is 640 dots in the horizontal direction and 480 dots in the vertical direction, ), A reduced image of 640 11 X 48 O Zn at a predetermined thinning rate n. In this processing, the first image processing unit 6 only needs to extract a specific area where characters in the image are drawn as a group or a block and extract only its outline. Processing speed Because
次いで、 画像処理ユニット 6において同図 (c ) に示すごとく、 間引され た画像の文字などが描かれている箇所全体の輪郭抽出を行った後、同図(d) に示すように、 2値化を実行する。 なお図では、 白黒がそのままであるが、 実際には白黒反転画像となっている。 この状態で、 第 5図 (a) に破線で囲 つて示すように、 文字等の記載された個所をグループ化し、 ブロック化して 座標算出することにより、 文字の記載されている範囲を矩形状範囲として特 定する。 この処理は同図に一部拡大して示すように、 矩形状に囲った領域の 角部座標 P l、 P 2、 P 3、 P 4を検出し、 その各座標に囲われた範囲を読 取り領域とするものである。  Next, as shown in FIG. 2C, the image processing unit 6 extracts the outline of the entire portion where the characters and the like of the thinned image are drawn, and then, as shown in FIG. Performs valuation. In the figure, the black and white is the same, but it is actually a black and white inverted image. In this state, as shown by the dashed line in Fig. 5 (a), the area where the characters are described is grouped, the blocks are calculated, and the coordinates are calculated. Specified as This process detects the corner coordinates Pl, P2, P3, and P4 of the rectangular area and reads the area enclosed by the coordinates, as shown partially enlarged in the figure. It is a taking area.
以上により第 5図 (b ) に示すように、 第二の画像処理ユニット 7におけ る画像処理領域が確定され、 この領域位置情報を接続ケーブル 1 0を介して 第二の画像処理ュニット 7側へと転送する。 次に所定時間遅れて第二の荷物検出用センサ 9が同通過荷物 Wを検出する と、 第二の C C Dカメラ 5が同一の荷物 Wを撮像し、 この画像内容が第二の 画像処理ュニッ卜 7内に取込まれる。  As described above, as shown in FIG. 5 (b), the image processing area in the second image processing unit 7 is determined, and this area position information is transmitted to the second image processing unit 7 via the connection cable 10. Transfer to. Next, when the second baggage detection sensor 9 detects the passing baggage W after a predetermined time delay, the second CCD camera 5 takes an image of the same baggage W, and the image content is converted to the second image processing unit. It is taken in 7.
第二の画像処理ュニット 7側で第一の画像処理ュニット 6においれ得られ た領域位置情報により、 第 6図 (a) に示すごとく、 指定された各領域内の 画像データのみを読込み、 画像処理を実行する。  Based on the area position information obtained in the first image processing unit 6 on the second image processing unit 7 side, as shown in FIG. 6 (a), only the image data in each specified area is read and the image is read. Execute the process.
この処理内容は、 第 6図 (b) に示すごとく、 読込んだデータのうち指定 領域内の画像データにつき輪郭抽出、 2値ィ匕し、 連結成分を抽出する。 そし て、 得られたデータの輪郭の縦横比が一定である場合に英数字と判定し、 パ ターンマッチング法その他の文字認識手法により文字データとして認識し、 当該文字デ一夕を上位側機器 1 2に転送する。 この実施例の場合には文字のみを認識'識別するシステムを例示するので、 エリア B、 C、 D、 すなわち製品番号、 N E T, 製造年月日が文字として認 識され、 エリア A、 Eのように、 輪郭内の認識画像が文字以外であると判定 されたのなら、 その輪郭内の認識動作は停止される。 すなわち、 画像データ のうち、 品番、 N E T、 製造年月日のみが該当する荷物 Wと対をなす情報と して上位側機器 1 2に転送されることになる。 以上のデータを採取することで、 例えばベルトコンベア 1の下流側に分岐 ラインなどを設け、 荷物面に記載され他品番、 N E T, 製造年月日に応じた 荷物の仕分を自動的に行うことが出来る。 As shown in FIG. 6 (b), the contents of this processing are as follows: contours are extracted, binarized, and connected components are extracted from image data in a specified area in the read data. Then, when the aspect ratio of the contour of the obtained data is constant, it is determined to be an alphanumeric character, and is recognized as character data by a pattern matching method or another character recognition method. The character data is transferred to the host device 12. In this embodiment, a system for recognizing and identifying only characters is exemplified, so that areas B, C, and D, that is, the product number, NET, and date of manufacture are recognized as characters, and areas A and E are used. If it is determined that the recognized image in the outline is not a character, the recognition operation in the outline is stopped. In other words, of the image data, only the product number, NET, and date of manufacture are transferred to the host device 12 as information forming a pair with the corresponding package W. By collecting the above data, for example, a branch line etc. can be provided downstream of the belt conveyor 1 to automatically sort the package according to the product number, NET, date of manufacture, etc. described on the package surface. I can do it.
その他の用途としては、 例えば、 数字データを商品管理システムなどに活 用する場合に、 上位パソコンに内蔵される表計算システムなどに自動的に荷 物 Wの品番および、 製造年月日が記入されるようなシステムが構築可能であ る。 なお、 この実施形態では英数字のみを選択的に読取る場合を示したが、 各 種言語の認識や、 図形等の認識も可能であることももちろんである。 産業上の利用可能性  For other uses, for example, when numerical data is used in a product management system, the product number of the package W and the date of manufacture are automatically entered in a spreadsheet system or the like built into the host computer. Such a system can be constructed. In this embodiment, the case where only alphanumeric characters are selectively read has been described, but it is needless to say that recognition of various languages and recognition of figures and the like are also possible. Industrial applicability
以上の説明により明らかなように、 本発明による物流システムにおける荷 物識別装置によれば、 コンペアシステム等において荷物を識別する際に、 移 動中の荷物を一旦停止させることなく、 簡易かつ高速に荷物面の文字等の認 識処理を行うことができる As is clear from the above description, according to the cargo identification device in the physical distribution system according to the present invention, when identifying the cargo in the compare system or the like, the moving cargo is not stopped temporarily, but simply and quickly. Recognition of letters on luggage Can perform intelligence processing

Claims

請求の範囲 The scope of the claims
1 . 流路に沿って移動する荷物の荷物面情報を識別する装置であって、 流路上流側に配置される第一の撮像手段と、 1. A device for identifying baggage surface information of a baggage moving along a flow path, wherein first imaging means arranged on the flow path upstream side;
下流側に配置される第二の撮像手段と、  Second imaging means arranged on the downstream side,
第一の撮像手段から取込んだ荷物面の画像データを処理するための第一 の画像処理手段と、  First image processing means for processing image data of the baggage surface captured from the first imaging means;
第二の撮像手段から取込んだ荷物面の画像データを処理するための第二 の画像処理手段と、  Second image processing means for processing image data of the baggage surface captured from the second imaging means;
第一の画像処理手段と第二の画像処理手段間の情報伝達手段とを有する 装置であり、  An apparatus having first image processing means and information transmission means between the second image processing means,
第一の撮像手段は荷物面を撮像して画像データとして取込み、 第一の画像処理手段は、 第一の撮像手段から取込んだ荷物面の画像デ一 夕につき認識対象となるべき情報が記載された領域を確定して、 当該領域 の位置情報を前記情報伝達手段を介して第二の画像処理手段に対し伝達し、 第二の撮像手段は、 第一の撮像手段が撮像したのと同一の荷物面を再度 撮像して画像データとして取込み、  The first imaging means captures an image of the baggage surface and captures it as image data, and the first image processing means describes information to be recognized for the image data of the baggage surface captured from the first imaging means. The determined area is determined, and the position information of the area is transmitted to the second image processing means via the information transmitting means, and the second imaging means is the same as the first imaging means. The luggage surface is imaged again and captured as image data.
第二の画像処理手段は、 第二の撮像手段から取込んだ荷物面の画像デー タにっき、 前記領域の位置情報に基づき、 荷物面情報の認識処理を行う ことを特徴とする荷物面情報の識別装置。 . 第一の撮像手段による撮像のトリガとなるべき信号を発生するための第 一の荷物検出用センサと、  The second image processing means, based on the image data of the luggage surface taken from the second imaging means, performs recognition processing of the luggage surface information based on the position information of the area, Identification device. . A first luggage detection sensor for generating a signal to be a trigger for imaging by the first imaging means;
第二の撮像手段による撮像のトリガとなるべき信号を発生するための第 二の荷物検出用センサと A second signal for generating a signal to be a trigger for imaging by the second imaging means; A second luggage detection sensor and
を備えたことを特徴とする請求の範囲 1に記載の識別装置。  2. The identification device according to claim 1, comprising:
3 . 請求の範囲 1又は請求の範囲 2記載の識別装置と、 3. The identification device described in Claim 1 or Claim 2,
当該識別装置からの情報を用いて物流制御のための情報処理をおこなう 物流情報処理装置を有することを特徴とする物流システム。  A physical distribution system comprising a physical distribution information processing device that performs information processing for physical distribution control using information from the identification device.
4. 物流コンベアの第一の地点において荷物面を撮像して画像データとして 取込むステップ、 4. Image the package surface at the first point of the logistics conveyor and import it as image data;
第一の地点において取込んだ荷物面の画像データにっき画像認識をおこ なって、 認識対象となるべき情報が記載された領域を確定するステップ、 第一の地点よりも下流の第二の地点において、 第一の地点で撮像したの と同一の荷物面を再度撮像して画像データとして取込むステップ、 第二の地点において取込んだ荷物面の画像データに対し、 前記確定され た領域について荷物面情報の認識処理を行うステップ  Performing image recognition based on the image data of the baggage surface captured at the first point to determine an area in which information to be recognized is described; at a second point downstream of the first point Re-imaging the same baggage surface that was imaged at the first point and capturing the image data as image data; and comparing the image data of the baggage surface captured at the second point with respect to the determined area. Steps for performing information recognition processing
を含むことを特徴とする物流コンベアにおける荷物面情報の識別方法。  A method for identifying luggage surface information in a logistics conveyor, comprising:
PCT/JP2000/007197 2000-10-17 2000-10-17 Method and apparatus for identifying goods WO2002032795A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/JP2000/007197 WO2002032795A1 (en) 2000-10-17 2000-10-17 Method and apparatus for identifying goods

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2000/007197 WO2002032795A1 (en) 2000-10-17 2000-10-17 Method and apparatus for identifying goods

Publications (1)

Publication Number Publication Date
WO2002032795A1 true WO2002032795A1 (en) 2002-04-25

Family

ID=11736596

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2000/007197 WO2002032795A1 (en) 2000-10-17 2000-10-17 Method and apparatus for identifying goods

Country Status (1)

Country Link
WO (1) WO2002032795A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115019300A (en) * 2022-08-09 2022-09-06 成都运荔枝科技有限公司 Method for automated warehouse goods identification

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5726834B2 (en) * 1973-12-17 1982-06-07
JPH04503921A (en) * 1989-12-23 1992-07-16 シーメンス アクチエンゲゼルシヤフト How to distribute parcels, etc.

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5726834B2 (en) * 1973-12-17 1982-06-07
JPH04503921A (en) * 1989-12-23 1992-07-16 シーメンス アクチエンゲゼルシヤフト How to distribute parcels, etc.

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115019300A (en) * 2022-08-09 2022-09-06 成都运荔枝科技有限公司 Method for automated warehouse goods identification

Similar Documents

Publication Publication Date Title
US4776464A (en) Automated article handling system and process
EP1148316A1 (en) Information reader
CN101271514B (en) Image detection method and device for fast object detection and objective output
CN109499894A (en) A kind of baggage sorting system
US20050025344A1 (en) Biometric imaging capture system and method
CN108304807A (en) A kind of track foreign matter detecting method and system based on FPGA platform and deep learning
CN112287908B (en) Artificial intelligence-based security check rapid picture identification method and system
CN104821025B (en) Passenger flow detection method and its detecting system
CN104700058A (en) Passenger luggage detection method and device
CN108701287A (en) The method and luggage of description for creating baggage item describe system
CN110164139B (en) System and method for detecting and identifying side parking
CN206132657U (en) Gilt quality intelligent detecting system based on machine vision
CN111597857B (en) Logistics package detection method, device, equipment and readable storage medium
CN112052696B (en) Bar product warehouse-out label identification method, device and equipment based on machine vision
JP3018949B2 (en) Character reading apparatus and method
CN206292821U (en) Drawing system is sentenced in article safety check
WO2002032795A1 (en) Method and apparatus for identifying goods
JP3917252B2 (en) Number plate recognition device for vehicle and number plate recognition method for vehicle
US20160203385A1 (en) Image processing system for extraction of contextual information and associated methods
JP3358142B2 (en) Object identification system
Nguyen et al. You always look again: Learning to detect the unseen objects
CN115438208A (en) Method and device for improving package association accuracy
JP3128570B2 (en) Display recognition method and display recognition device for transported object
CN115860605A (en) Warehouse logistics detection system based on visual identification
CN113420851B (en) Luggage supervision system and method

Legal Events

Date Code Title Description
AK Designated states

Kind code of ref document: A1

Designated state(s): CN JP KR US

AL Designated countries for regional patents

Kind code of ref document: A1

Designated state(s): AT BE CH CY DE DK ES FI FR GB GR IE IT LU MC NL PT SE

121 Ep: the epo has been informed by wipo that ep was designated in this application
NENP Non-entry into the national phase

Ref country code: JP

122 Ep: pct application non-entry in european phase