JP5875186B2 - Agricultural product inspection device and agricultural product inspection method - Google Patents

Agricultural product inspection device and agricultural product inspection method Download PDF

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JP5875186B2
JP5875186B2 JP2012104030A JP2012104030A JP5875186B2 JP 5875186 B2 JP5875186 B2 JP 5875186B2 JP 2012104030 A JP2012104030 A JP 2012104030A JP 2012104030 A JP2012104030 A JP 2012104030A JP 5875186 B2 JP5875186 B2 JP 5875186B2
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誠児 村中
誠児 村中
知昭 寺尾
知昭 寺尾
和則 二宮
和則 二宮
吉丸 寿一
寿一 吉丸
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Shibuya Seiki Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
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    • 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
    • B07C5/342Sorting according to other particular properties according to optical properties, e.g. colour
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
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Description

本発明は、農産物を検査する技術に関し、特に、農産物に可視光を照射して農産物の外観を検査しながら、紫外線を照射して表皮に付いた生傷からの蛍光反応を検出する農産物検査装置及び農産物検査方法に関する。   The present invention relates to a technique for inspecting agricultural products, and in particular, an agricultural product inspection apparatus for detecting a fluorescent reaction from a raw wound on an epidermis by irradiating ultraviolet rays while inspecting the appearance of the agricultural products by irradiating the agricultural products with visible light and It relates to agricultural product inspection methods.

従来、農産物の通常の傷(収穫前についた傷、虫食い、変色、汚れ、腐敗が進行した後のカビを含む)、大きさ、形状などを検査するために、適当な撮像手段によって農作物の外観を撮像し、検査する検査装置が利用されている。   Conventionally, the appearance of crops by appropriate imaging means to inspect normal wounds of agricultural products (including wounds before harvest, worms, discoloration, dirt, mold after decay), size, shape, etc. An inspection apparatus for imaging and inspecting the image is used.

ところで、農産物のうち、ミカン、グレープフルーツ、ゆず等の柑橘類の表皮には直径1mm程度の球形の油胞が存在し、その中にはリモネンなどの精油が含まれている。これらの農作物は、収穫、運搬、選別作業時において、柑橘類に衝撃、擦過、打撲などが加えられること等で傷が生じ(以下「生傷」という)、油胞が損傷し、この損傷部分に腐敗菌が付着して初期の腐敗が生じる(以下「水腐れ」という)。この水腐れは、表皮にとどまらず、やがて内部の腐敗へと進行する。また、腐敗薗が他の柑橘類に付着すると、他の正常な柑橘類までも腐敗させてしまう虞がある。   By the way, among the agricultural products, spherical oil vesicles having a diameter of about 1 mm exist in the citrus epidermis such as mandarin oranges, grapefruits, and citrons, in which essential oils such as limonene are contained. These crops are damaged by the impact, rubbing, bruise, etc. on the citrus fruits during harvesting, transportation, and sorting operations (hereinafter referred to as “raw wounds”), the oil follicles are damaged, and the damaged parts are spoiled. Bacteria adhere to cause initial rot (hereinafter referred to as “water rot”). This water rot does not stop at the epidermis and eventually progresses to internal rot. Moreover, if the spoiled potatoes adhere to other citrus fruits, there is a risk that other normal citrus fruits may be spoiled.

この生傷(水腐れを含む)は、正常な果実の表皮とほぼ同じ色であるので、通常の傷とは異なり、検査者の目視による検査や可視光を利用した通常の傷を検査するための装置では判別することが困難である。しかし、柑橘類の表皮に生傷がつくと、その損傷部分からポリフェノールの一種であるフラボノイド系物質が分泌され、この物質に紫外線が照射されると、励起状態となり蛍光反応を示すことが知られている。この蛍光反応を利用して柑橘類の表皮に付いた生傷の有無を検査する技術が提案されている(例えば、特許文献1参照)。特許文献1に記載の農産物検査装置は、農産物に紫外領域の光を照射する光源と、農産物の画像を撮像する撮像装置とを備え、紫外線照射時の蛍光を検出して、農産物の表皮に生傷があるか否か判定することができる。   Since this raw wound (including water rot) is almost the same color as the normal skin of a fruit, it is different from a normal wound, and is used to inspect a normal wound using an inspector's visual inspection or visible light. It is difficult to determine with an apparatus. However, it is known that when a citrus epidermis is damaged, a flavonoid substance, which is a kind of polyphenol, is secreted from the damaged part, and when this substance is irradiated with ultraviolet rays, it becomes an excited state and exhibits a fluorescent reaction. . A technique for inspecting the presence or absence of raw wounds on the citrus epidermis using this fluorescent reaction has been proposed (see, for example, Patent Document 1). The agricultural product inspection apparatus described in Patent Document 1 includes a light source that irradiates agricultural products with light in the ultraviolet region, and an imaging device that captures images of agricultural products. It can be determined whether or not there is.

特開2003−14650号公報Japanese Patent Laid-Open No. 2003-14650

特許文献1に記載の農産物検査装置は、生傷ないし水腐れの箇所に存在する蛍光物質から放出されるわずかな蛍光を検出するものであるので、撮像手段として高感度の特殊なカメラなどを必要とする。つまり、生傷又は水腐れを検出するための検査装置は、通常の傷を検出するための検査装置とは、構成が異なるものである。そのため、農産物の選別施設において、水腐れの検査も含めて農産物の外観検査を実施する場合、通常の傷を検査するための既存の検査装置に加えて、水腐れの有無を検査するための検査装置を新たに設ける必要があり、検査工程に時間がかかる。選別施設に十分な広さがない場合、水腐れの有無を検査するための新たなラインを配置することが難しいこともある。既存の検査装置において、水腐れの検査も可能な構成に改造する場合であっても、照射手段の配置変更、高感度カメラの設置などのために大きな費用を要する。   The agricultural product inspection apparatus described in Patent Document 1 detects a slight amount of fluorescence emitted from a fluorescent substance present at a site of raw wounds or water rot, and therefore requires a special camera with high sensitivity as an imaging means. To do. That is, the inspection apparatus for detecting raw wounds or water rot has a different configuration from the inspection apparatus for detecting normal scratches. Therefore, in the agricultural product sorting facility, when conducting agricultural appearance inspection including water rot inspection, in addition to the existing inspection equipment for inspecting normal scratches, inspection for inspecting for water rot It is necessary to provide a new device, and the inspection process takes time. If the sorting facility is not large enough, it may be difficult to place a new line to check for water rot. Even when the existing inspection apparatus is modified to a configuration that can also inspect water rot, it requires a large cost for changing the arrangement of the irradiation means and installing a high-sensitivity camera.

本発明は、上記の問題に鑑みてなされたものであって、可視光による外観検査と、かかる検査では検出できない生傷又は水腐れの検査との両方を1つの農産物検査装置において実施できる装置及び方法を提供することを目的とする。   The present invention has been made in view of the above problems, and an apparatus and method capable of performing both an appearance inspection by visible light and an inspection of raw wounds or water rot that cannot be detected by such inspection in one agricultural product inspection apparatus. The purpose is to provide.

前述した課題を解決するため、本発明の農産物検査装置は、農産物を搬送する搬送手段と、搬送手段によって搬送されている農産物を撮像する撮像手段と、農産物に可視光を照射する可視光照射手段と、農産物に紫外線を照射する紫外線照射手段と、撮像手段、可視光照射手段及び紫外線照射手段を制御する制御手段と、を備え、制御手段は、可視光照射手段及び紫外線照射手段によって所定のタイミング毎に可視光及び紫外線のいずれか一方を照射しつつ、同一の撮像手段において可視光照射時には第1の撮像条件に基づいて農産物を撮像し、紫外線照射時には第2の撮像条件に基づいて農産物を撮像するように構成される。   In order to solve the above-described problems, the agricultural product inspection apparatus according to the present invention includes a conveying unit that conveys agricultural products, an imaging unit that images agricultural products being conveyed by the conveying unit, and a visible light irradiating unit that irradiates agricultural products with visible light. And ultraviolet light irradiating means for irradiating agricultural products with ultraviolet light, and imaging means, visible light irradiating means, and control means for controlling the ultraviolet light irradiating means, and the control means has a predetermined timing by the visible light irradiating means and the ultraviolet light irradiating means. While irradiating either one of visible light and ultraviolet light every time, the same image pickup means picks up the agricultural product based on the first imaging condition at the time of visible light irradiation, and picks up the agricultural product based on the second imaging condition at the time of ultraviolet light irradiation. Configured to image.

上記農産物検査装置において、撮像手段は、第1の撮像条件及び第2の撮像条件を記憶する記憶手段を備え、制御手段は、撮像手段において、所定のタイミング毎に第1の撮像条件と第2の撮像条件とを切り替えることが好ましい。   In the agricultural product inspection apparatus, the imaging unit includes a storage unit that stores the first imaging condition and the second imaging condition, and the control unit uses the first imaging condition and the second imaging unit at predetermined timings in the imaging unit. It is preferable to switch between these imaging conditions.

また、制御手段は、可視光照射時に撮像された農産物の画像に基づいて、農産物の通常の傷、形状、大きさのうちの少なくとも一つを含む情報を検出し、紫外線照射時に撮像された農産物の画像に基づいて、農産物の生傷又は水腐れの箇所から生じる蛍光反応の有無を検出するように構成されることが好ましい。   In addition, the control means detects information including at least one of the normal wound, shape, and size of the agricultural product based on the agricultural product image captured at the time of visible light irradiation, and the agricultural product captured at the time of ultraviolet irradiation. It is preferable to be configured to detect the presence or absence of a fluorescent reaction caused from a raw wound or water rot of an agricultural product on the basis of the image.

また、上記農産物検査装置において、第2の撮像条件は、第1の撮像条件に比べて、少なくともシャッタースピードを長くする、及び/又は、ゲインを大きくすることが好ましい。さらに、第1の撮像条件は、シャッタースピードが1/1000〜1/2000秒、ゲインが80以下であり、第2の撮像条件は、シャッタースピードが1/500秒以上、ゲインが200以上であることが好ましい。   In the agricultural product inspection apparatus, it is preferable that the second imaging condition is at least a shutter speed longer and / or a gain larger than the first imaging condition. Further, the first imaging condition is that the shutter speed is 1/1000 to 1/2000 seconds and the gain is 80 or less, and the second imaging condition is that the shutter speed is 1/500 seconds or more and the gain is 200 or more. It is preferable.

加えて、上記農産物検査装置において、撮像手段の撮像領域に配置された可視光照射手段又は紫外線照射手段から照射された可視光が反射することを防止する反射対応手段を備えることが好ましい。反射対応手段は、可視光照射手段又は紫外線照射手段の照射面と農産物との間に青色光を照射して、可視光照射手段又は紫外線照射手段に照射された可視光の反射を防止することが好ましい。   In addition, it is preferable that the agricultural product inspection apparatus includes a reflection countermeasure unit that prevents visible light irradiated from the visible light irradiation unit or the ultraviolet irradiation unit arranged in the imaging region of the imaging unit from being reflected. The reflection countermeasure means may irradiate blue light between the irradiation surface of the visible light irradiation means or the ultraviolet irradiation means and the agricultural product to prevent reflection of visible light irradiated to the visible light irradiation means or the ultraviolet irradiation means. preferable.

さらに、本発明は、搬送手段によって農産物を搬送しつつ、複数の撮像手段によって農産物を撮像して、農産物を検査する農産物検査方法であって、所定のタイミング毎に可視光及び紫外線のいずれか一方を照射し、一つの撮像手段において可視光照射時には第1の撮像条件に基づいて農産物を撮像し、紫外線照射時には第2の撮像条件に基づいて農産物を撮像する。   Furthermore, the present invention is an agricultural product inspection method for inspecting an agricultural product by imaging the agricultural product by a plurality of imaging means while conveying the agricultural product by the conveying unit, and either one of visible light and ultraviolet rays is provided at each predetermined timing. When the visible light irradiation is performed, the agricultural product is imaged based on the first imaging condition, and when the ultraviolet irradiation is performed, the agricultural product is imaged based on the second imaging condition.

上記農産物検査方法において、可視光照射時に撮像された農産物の画像に基づいて、農産物の通常の傷、形状、大きさのうちの少なくとも一つを含む情報を検出し、紫外線照射時に撮像された農産物の画像に基づいて、農産物の生傷又は水腐れの箇所から生じる蛍光反応の有無を検出することが好ましい。   In the above agricultural product inspection method, based on the image of the agricultural product imaged at the time of visible light irradiation, the agricultural product imaged at the time of ultraviolet irradiation is detected by detecting information including at least one of the normal wound, shape and size of the agricultural product. It is preferable to detect the presence / absence of a fluorescent reaction caused from a raw wound or water rot of an agricultural product based on the above image.

上記農産物検査方法において、第2の撮像条件は、第1の撮像条件に比べて、少なくともシャッタースピードを長くする、及び/又は、ゲインを大きくすることが好ましい。   In the agricultural product inspection method, it is preferable that the second imaging condition is at least a shutter speed longer and / or a gain is larger than the first imaging condition.

本発明によれば、可視光照射による農産物の外観検査と紫外線照射による生傷又は水腐れの有無の検出を一つの農産物検査装置において実施できる。また、従来の撮像手段を使用して可視光線の照射時と紫外線照射時との画像を取得することが可能であるので、低コストの検査装置を提供することができる。その他の効果については、発明を実施するための形態において述べる。   According to the present invention, the appearance inspection of agricultural products by visible light irradiation and the detection of the presence of raw wounds or water rot by ultraviolet irradiation can be carried out in one agricultural product inspection apparatus. In addition, since it is possible to acquire images during irradiation with visible light and during irradiation with ultraviolet rays using a conventional imaging means, a low-cost inspection device can be provided. Other effects will be described in the mode for carrying out the invention.

本発明の第1の実施形態の農産物検査装置の概略平面図Schematic plan view of the agricultural product inspection apparatus according to the first embodiment of the present invention 撮像手段及び各照射手段の動作順序の一例を示す説明図Explanatory drawing which shows an example of the operation | movement order of an imaging means and each irradiation means 第1及び第2の撮像条件の一例を示す説明図Explanatory drawing which shows an example of the 1st and 2nd imaging conditions 紫外線照射手段に設けられる反射対応手段の一例を示す説明図Explanatory drawing which shows an example of the reflection corresponding | compatible means provided in an ultraviolet irradiation means 本発明の第2の実施形態の農産物検査装置の概略平面図Schematic plan view of the agricultural product inspection apparatus according to the second embodiment of the present invention 撮像手段及び各照射手段の動作順序の別の例を示す説明図Explanatory drawing which shows another example of the operation | movement order of an imaging means and each irradiation means.

[発明の概要]
本発明は、農産物(主に柑橘類)の外観(通常の傷、大きさ、形状など)を検査する工程と、生傷又は水腐れの有無を検査する工程とを、一つの検査装置で実施可能な農産物検査装置及び検査方法である。
[Summary of Invention]
INDUSTRIAL APPLICABILITY The present invention can perform the process of inspecting the appearance (usually wounds, size, shape, etc.) of agricultural products (mainly citrus fruits) and the process of inspecting whether there are raw wounds or water rot with a single inspection device. An agricultural product inspection apparatus and an inspection method.

本発明の農産物検査装置1(以下、符号について図1参照)は、農産物10を搬送する搬送手段2、搬送手段2によって搬送されている農産物10を撮像する撮像手段3、農産物10に可視光を照射する可視光照射手段4、農産物10に紫外線を照射する紫外線照射手段5、及び各種手段を制御する制御手段6を備える。   The agricultural product inspection apparatus 1 according to the present invention (refer to FIG. 1 for reference numerals hereinafter) includes a conveying means 2 for conveying the agricultural product 10, an imaging means 3 for imaging the agricultural product 10 conveyed by the conveying means 2, and visible light on the agricultural product 10. A visible light irradiating means 4 for irradiating, an ultraviolet irradiating means 5 for irradiating the produce 10 with ultraviolet rays, and a control means 6 for controlling various means are provided.

従来では、紫外線照射時の画像を取得するために高感度の特殊な撮像手段を利用していたが、本発明では、可視光及び紫外線を順次照射しつつ、一つの撮像手段において可視光照射時の撮像手段の設定(第1の撮像条件)と紫外線照射時の撮像手段の設定(第2の撮像条件)とを切り替えながら、可視光照射時の画像と紫外線照射時の画像を連続的に取得するものである。紫外線照射による蛍光反応は弱い反応であるので、第2の撮像条件は、第1の撮像条件より露出時間(シャッタースピード)を長くする、及び/又は、感度(ゲイン)を大きくすることによって、高い明度の画像を取得する。可視光照射時には、ピントを合わせ、鮮明な画像を取得することが求められるのに対して、このような第2の撮像条件では、雑音やボケを含む画像となる可能性があるが、生傷又は水腐れの箇所から生じる蛍光反応の有無を判別できれば足るので、第1の撮像条件に比べて画質の精細さは要求されない。   Conventionally, a high-sensitivity special image pickup means was used to acquire an image at the time of ultraviolet irradiation. However, in the present invention, visible light and ultraviolet light are sequentially irradiated while one image pickup means is irradiated with visible light. The image at the time of visible light irradiation and the image at the time of ultraviolet irradiation are continuously acquired while switching the setting of the imaging means (first imaging condition) and the setting of the imaging means at the time of ultraviolet irradiation (second imaging condition). To do. Since the fluorescence reaction due to ultraviolet irradiation is a weak reaction, the second imaging condition is higher by increasing the exposure time (shutter speed) and / or increasing the sensitivity (gain) than the first imaging condition. Get a lightness image. While it is required to focus and acquire a clear image during irradiation with visible light, such a second imaging condition may result in an image containing noise or blur, Since it is sufficient to be able to determine the presence or absence of a fluorescent reaction that occurs from the location of water rot, finer image quality is not required compared to the first imaging condition.

例えば、可視光照射時の第1の撮像条件では、シャッタースピードを1/1000〜1/2000秒とし、紫外線照射時の第2の撮像条件では、シャッタースピードを1/500秒以上(搬送速度にもよるが、例えば1/100〜1/500秒)とする。また、可視光照射時の第1の撮像条件では、ゲインを80以下とし、紫外線照射時の第2の撮像条件では、ゲインを200以上とする。   For example, in the first imaging condition at the time of visible light irradiation, the shutter speed is set to 1/1000 to 1/2000 seconds, and in the second imaging condition at the time of ultraviolet irradiation, the shutter speed is 1/500 seconds or more (conveyance speed). Although it depends, for example, 1/100 to 1/500 seconds). Further, in the first imaging condition at the time of visible light irradiation, the gain is 80 or less, and in the second imaging condition at the time of ultraviolet irradiation, the gain is 200 or more.

被検査物である農産物10は、主に柑橘類であるが、これに限定されない。紫外線照射による蛍光反応を示す蛍光物質を含む他の農産物(例えば、胡瓜、米など)にも適応することができる。また、紫外線照射による蛍光反応を示さない農産物、又は物品(工業製品)の外観検査に適用してもよい。   The agricultural product 10 that is the object to be inspected is mainly citrus fruits, but is not limited thereto. The present invention can also be applied to other agricultural products (for example, pepper, rice, etc.) containing a fluorescent substance that exhibits a fluorescent reaction due to ultraviolet irradiation. Moreover, you may apply to the external appearance test | inspection of the agricultural products or articles | goods (industrial product) which do not show the fluorescence reaction by ultraviolet irradiation.

本発明において、搬送手段2、撮像手段3、可視光照射手段4、紫外線照射手段5などの配置、数量、形態などは適宜変更することができる。以下、本発明の実施形態について図面を参照して説明するが、本発明は下記例に限定されるものではない。   In the present invention, the arrangement, quantity, form, and the like of the transport unit 2, the imaging unit 3, the visible light irradiation unit 4, the ultraviolet irradiation unit 5, and the like can be changed as appropriate. Hereinafter, embodiments of the present invention will be described with reference to the drawings, but the present invention is not limited to the following examples.

[実施形態1]
図1は、本発明の第1の実施形態の農産物検査装置1の概略平面図である。本実施形態の農産物検査装置1は、搬送手段2、複数の撮像手段3(図面の3a〜3eをまとめて「3」とする。以下、他の枝番が付加されているものについても同様)、複数の可視光照射手段4、複数の紫外線照射手段5、及び制御手段6を備える。本実施形態では、撮像手段3a、3bが農産物10を上流側方から撮像し、撮像手段3c、3dが農産物10を下流側方から撮像するように配置され、撮像手段3eが農産物10を上方から撮像するように配置される。農産物検査装置1は、外部の光による影響を避けるために遮蔽部材でその周囲を覆った暗室内に設けられることが好ましい。
[Embodiment 1]
FIG. 1 is a schematic plan view of an agricultural product inspection apparatus 1 according to the first embodiment of the present invention. The agricultural product inspection apparatus 1 according to the present embodiment includes a conveying unit 2 and a plurality of imaging units 3 (3a to 3e in the drawing are collectively referred to as “3”. The same applies to those to which other branch numbers are added). , A plurality of visible light irradiation means 4, a plurality of ultraviolet irradiation means 5, and a control means 6. In the present embodiment, the imaging means 3a and 3b are arranged so as to take an image of the agricultural product 10 from the upstream side, the imaging means 3c and 3d are arranged to take an image of the agricultural product 10 from the downstream side, and the imaging means 3e captures the agricultural product 10 from above. It arrange | positions so that it may image. The agricultural product inspection apparatus 1 is preferably provided in a dark room whose periphery is covered with a shielding member in order to avoid the influence of external light.

搬送手段2は、図示しない駆動源からの駆動力によって、農産物10(例えば、ミカン)を所要の搬送速度で矢印の方向(搬送方向)に搬送する。以下、農産物10の供給元側を上流側といい、搬送先側を下流側という。搬送手段2には、PK(Piano Key)コンベヤ(ピアノ鍵盤状のトレーコンベヤ)を採用することが好ましい。PKコンベヤの各キーには固有の識別番号が付与されることが好ましい。ただし、搬送手段2の構成はこれに限定されず、例えば、ベルトコンベヤ、ローラーコンベヤ、オーバーヘッドコンベヤ、パケットコンベヤ等を使用することもできる。   The transport means 2 transports the agricultural product 10 (for example, mandarin orange) in the direction of the arrow (transport direction) at a required transport speed by a driving force from a drive source (not shown). Hereinafter, the supply side of the agricultural product 10 is referred to as the upstream side, and the transport destination side is referred to as the downstream side. The transport means 2 is preferably a PK (Piano Key) conveyor (piano keyboard-like tray conveyor). Each key of the PK conveyor is preferably given a unique identification number. However, the structure of the conveyance means 2 is not limited to this, For example, a belt conveyor, a roller conveyor, an overhead conveyor, a packet conveyor etc. can also be used.

撮像手段3は、農産物10を撮像するものであり、デジタルカメラを使用することが好ましい。ただし、これに限定されず、被検査物の二次元画像が得られればよい。撮像手段3は、図示しない記憶手段(例えば、半導体メモリなど)を備えることが好ましい。記憶手段には、可視光照射時と紫外線照射時とで異なる撮像条件(シャッタースピード、ゲイン、ガンマ値などを含む。)の設定が記憶されることが好ましい。なお、かかる撮像条件は、制御手段が備える記憶手段に記憶されてもよい。   The image pickup means 3 picks up the agricultural product 10 and preferably uses a digital camera. However, the present invention is not limited to this, and it is only necessary to obtain a two-dimensional image of the inspection object. The imaging unit 3 preferably includes a storage unit (not shown) (for example, a semiconductor memory). The storage means preferably stores settings of imaging conditions (including shutter speed, gain, gamma value, etc.) that differ between visible light irradiation and ultraviolet light irradiation. Such imaging conditions may be stored in a storage unit included in the control unit.

本実施形態では、平面視において、搬送方向の上流側を0°とし、時計回りを正とした場合、上流側の撮像手段3a及び3bは、搬送手段2に対して対称に配置され、それらの光軸が搬送方向に対し、それぞれ45°及び−45°となるように配置される。そのため、上流側の撮像手段3a及び3bは、農産物10を搬送方向の上流側から撮像して、農産物10の搬送方向の後方の少なくとも一部を含むような画像を撮像することができる。一方、下流側の撮像手段3c及び3dも、搬送手段2に対し対称に配置され、それらの光軸が搬送方向に対し、それぞれ−135°及び135°となるように配置される。そのため、下流側の撮像手段3c及び3dは、農産物10を搬送方向の下流側から撮像して、農産物10の搬送方向の前方の少なくとも一部を含むような画像を撮像することができる。このように、側面を4台の撮像手段3a〜3dで撮像する場合、上流側の撮像手段3a、3bの光軸、及び下流側の第2撮像手段3c、3dの光軸が一点で交差するように配置されることが好ましい。撮像手段3eは、光軸の交点の鉛直上方に配置することが好ましく、農産物10の上面を含むような画像を撮像する。   In the present embodiment, in the plan view, when the upstream side in the transport direction is 0 ° and the clockwise direction is positive, the upstream imaging units 3a and 3b are arranged symmetrically with respect to the transport unit 2, It arrange | positions so that an optical axis may be 45 degrees and -45 degrees with respect to a conveyance direction, respectively. Therefore, the upstream imaging units 3a and 3b can capture the image of the agricultural product 10 from the upstream side in the transport direction and include an image including at least part of the rear of the agricultural product 10 in the transport direction. On the other hand, the imaging units 3c and 3d on the downstream side are also arranged symmetrically with respect to the transport unit 2, and are arranged so that their optical axes are −135 ° and 135 ° with respect to the transport direction, respectively. Therefore, the imaging means 3c and 3d on the downstream side can capture the image of the agricultural product 10 from the downstream side in the transport direction and include an image including at least a part of the front of the agricultural product 10 in the transport direction. As described above, when the side surface is imaged by the four imaging units 3a to 3d, the optical axes of the upstream imaging units 3a and 3b and the optical axes of the downstream second imaging units 3c and 3d intersect at one point. It is preferable that they are arranged as described above. The image pickup means 3e is preferably arranged vertically above the intersection of the optical axes, and picks up an image including the upper surface of the agricultural product 10.

ただし、本発明の農産物検査装置における撮像手段は、制御手段によって撮像タイミングを独立して制御可能であるので、かかる配置(及び数量)に限定されない。必要に応じて、適宜の数量の撮像手段が適宜の配置で設けられてよい。例えば、農産物10の下面を下方から撮像するための撮像手段が配置されてもよいし、農産物10を真横から撮像するための撮像手段が配置されてもよい。被検査物の側面を撮像するために、三つの撮像手段を用い、それぞれの光軸の間の角度が120°となるように配置することもできる。各撮像手段(又はその周囲)には、可視光照射手段及び紫外線照射手段が設置される。   However, the imaging means in the agricultural product inspection apparatus of the present invention is not limited to such an arrangement (and quantity) because the imaging timing can be independently controlled by the control means. If necessary, an appropriate number of image pickup means may be provided in an appropriate arrangement. For example, an imaging unit for imaging the lower surface of the agricultural product 10 from below may be arranged, or an imaging unit for imaging the agricultural product 10 from the side may be arranged. In order to image the side surface of the object to be inspected, it is possible to use three imaging means and arrange the angles between the optical axes to be 120 °. Visible light irradiation means and ultraviolet light irradiation means are installed in each imaging means (or its surroundings).

可視光照射手段4は、農産物10のカラー画像を撮像するための照明であり、可視光領域(一般的には波長380〜750nm)の少なくとも一部の範囲を含む可視光を照射する。可視光照射手段4としては、白色LEDランプなどを使用することができる。可視光照射手段4は、農産物10の撮像面に可視光が十分に照射できるように一つ又は複数配置される。例えば、図1においては、可視光の照射量が偏らないように、撮像手段の周囲に環状の可視光照射手段4が配置されている。図1の上方の撮像手段3eでは、撮像手段3eを中心として環状の可視光照射手段4eが図示されている。側面の撮像手段3a〜3dについては、撮像手段の周囲に配置された環状の可視光照射手段の一部(上面)が図示されている。   The visible light irradiation means 4 is illumination for capturing a color image of the agricultural product 10 and irradiates visible light including at least a part of a visible light region (generally, a wavelength of 380 to 750 nm). As the visible light irradiation means 4, a white LED lamp or the like can be used. One or a plurality of visible light irradiation means 4 are arranged so that visible light can be sufficiently irradiated to the imaging surface of the agricultural product 10. For example, in FIG. 1, an annular visible light irradiation unit 4 is arranged around the imaging unit so that the irradiation amount of visible light is not biased. In the upper imaging unit 3e in FIG. 1, an annular visible light irradiation unit 4e is illustrated with the imaging unit 3e as the center. Regarding the side image pickup means 3a to 3d, a part (upper surface) of an annular visible light irradiation means arranged around the image pickup means is illustrated.

紫外線照射手段5は、農産物10の生傷又は水腐れの箇所からの蛍光反応を検出するため紫外線を照射する。紫外線としては、被検査物である柑橘類の種類にもよるが、波長がおおよそ320〜420nm(近紫外領域だけでなく可視光領域の一部を含んでもよい)の光を用いることが好ましい。紫外線照射手段5としては、紫外線LEDランプ、紫外線レーザーなどを使用することができる。紫外線LEDランプを用いた場合、照射される光は、紫外領域の光だけでなく、可視光領域の光を含むことがある。以下、単に紫外線と記載した場合でも、このような可視光領域の光を含むことがある。   The ultraviolet irradiation means 5 irradiates ultraviolet rays in order to detect a fluorescent reaction from a raw wound or water rot of the agricultural product 10. As the ultraviolet rays, it is preferable to use light having a wavelength of about 320 to 420 nm (not only the near ultraviolet region but also a part of the visible light region), although it depends on the type of citrus fruit to be inspected. As the ultraviolet irradiation means 5, an ultraviolet LED lamp, an ultraviolet laser, or the like can be used. When an ultraviolet LED lamp is used, the irradiated light may include not only ultraviolet light but also visible light. Hereinafter, even when simply referred to as ultraviolet rays, the light in such a visible light region may be included.

紫外線照射手段5は、農産物10の撮像面に紫外線が十分に照射できるように一つ又は複数配置される。例えば、図1においては、紫外線の照射量が偏らないように、撮像手段の周囲に環状の紫外線照射手段5が配置されている。図1の上方の撮像手段3eでは、撮像手段3eを中心として周囲に配置された環状の紫外線照射手段5eが図示されている。側面の撮像手段3a〜3dについては、撮像手段の周囲に配置された環状の紫外線照射手段の一部(上面)が図示されている。なお、同図における各照射手段の個数、形状、配置は一例であって、必要に応じて適宜変更可能である。例えば、複数の照射手段を撮像手段の周囲に配置してもよい。   One or a plurality of ultraviolet irradiation means 5 are arranged so that the imaging surface of the produce 10 can be sufficiently irradiated with ultraviolet rays. For example, in FIG. 1, an annular ultraviolet irradiation unit 5 is arranged around the imaging unit so that the ultraviolet irradiation amount is not biased. In the upper imaging unit 3e in FIG. 1, an annular ultraviolet irradiation unit 5e arranged around the imaging unit 3e is illustrated. Regarding the side image pickup means 3a to 3d, a part (upper surface) of an annular ultraviolet irradiation means arranged around the image pickup means is illustrated. In addition, the number, shape, and arrangement of each irradiation means in the figure are merely examples, and can be appropriately changed as necessary. For example, a plurality of irradiation means may be arranged around the imaging means.

制御手段6は、被検査物(農産物10)の位置に基づいて、複数の撮像手段3の撮像タイミング、可視光照射手段4の可視光照射タイミング、紫外線照射手段5の紫外線照射タイミング、撮像手段3の撮像条件の切換えを制御する。   Based on the position of the object to be inspected (agricultural product 10), the control means 6 picks up the imaging timing of the plurality of imaging means 3, the visible light irradiation timing of the visible light irradiation means 4, the ultraviolet irradiation timing of the ultraviolet irradiation means 5, the imaging means 3 The switching of the imaging conditions is controlled.

また、制御手段6は、図示しない位置特定手段によって農産物10の位置を特定する。位置特定手段は、例えば、農産物検出手段及び搬送距離測定手段(図示省略)を含む。農産物検出手段は、例えば、搬送経路上の撮像位置より上流側に配置され、農産物10の存在を検出する。農産物検出手段としては、例えば、発光素子と受光素子の組み合わせたもの、圧力センサ、赤外線センサなどを適宜使用することができる。農産物検出手段は、農産物の前端及び後端の少なくとも一方を検出できることが好ましい。   Further, the control means 6 specifies the position of the agricultural product 10 by a position specifying means (not shown). The position specifying means includes, for example, agricultural product detection means and conveyance distance measurement means (not shown). The agricultural product detection means is, for example, arranged upstream of the imaging position on the conveyance path and detects the presence of the agricultural product 10. As the agricultural product detection means, for example, a combination of a light emitting element and a light receiving element, a pressure sensor, an infrared sensor, or the like can be used as appropriate. It is preferable that the agricultural product detection means can detect at least one of the front end and the rear end of the agricultural product.

搬送距離測定手段は、搬送手段2による農産物10の搬送距離を測定するものであり、農産物検出手段が検出した位置からの移動距離を測定する。搬送距離測定手段は、例えば、エンコーダ等のパルス発生器によって、コンベヤの図示しない回転軸に接続させて回転軸の回転角度を検出して搬送距離を測定する構成であってもよいし、搬送速度と搬送時間(クロック回路などに基づく)を検出して搬送距離を測定する構成であってもよい。ただし、位置特定手段としては、かかる構成に限定されるものではない。   The transport distance measuring unit measures the transport distance of the agricultural product 10 by the transport unit 2 and measures the moving distance from the position detected by the agricultural product detecting unit. The conveying distance measuring means may be configured to measure the conveying distance by detecting the rotation angle of the rotating shaft by connecting to a rotating shaft (not shown) of the conveyor by means of a pulse generator such as an encoder, or the conveying speed. In addition, the conveyance distance may be measured by detecting the conveyance time (based on a clock circuit or the like). However, the position specifying means is not limited to such a configuration.

さらに、制御手段6は、農産物検査装置1のその他の機能についても制御してもよい。例えば、装置の起動と終了や、搬送速度の調整、搬送経路の設定を制御してもよい。制御手段6としては、例えば、演算機能と記憶機能を備えた情報処理装置を使用することができる。演算機能は、例えば、プロセッサによって構成されてもよい。記憶機能は、例えば、半導体メモリ、ハードディスク装置等によって構成されてもよい。プロセッサは、例えば、ハードディスク装置から半導体メモリにロードされたプログラムを実行することによって、各種処理を実現する。以下、本農産物検査装置1における農産物の検査の工程について説明する。   Furthermore, the control means 6 may also control other functions of the agricultural product inspection apparatus 1. For example, activation and termination of the apparatus, adjustment of the conveyance speed, and setting of the conveyance path may be controlled. As the control means 6, for example, an information processing apparatus having an arithmetic function and a storage function can be used. The arithmetic function may be configured by a processor, for example. The storage function may be configured by, for example, a semiconductor memory, a hard disk device, or the like. For example, the processor implements various processes by executing a program loaded from the hard disk device to the semiconductor memory. Hereinafter, the process of inspecting agricultural products in the agricultural product inspection apparatus 1 will be described.

搬送手段2によって農産物10が上流から下流へ搬送される際、制御手段6は、農産物検出手段及び搬送距離測定手段によって取得された情報に基づいて、搬送されている農産物10の現在位置を特定する。制御手段6は、農産物10の現在位置が撮像開始位置(例えば、光軸交点付近)に到達したと判定されると、所定の撮像タイミング(図2参照)毎に、可視光及び紫外線を順次照射するように可視光照射手段4及び紫外線照射手段5を制御し、撮像手段の内部の記憶手段に記憶された第1の撮像条件と第2の撮像条件とを瞬間的に切り替えながら可視光照射時の画像と紫外線照射時の画像とを連続的に撮像するように撮像手段3を制御する。なお、制御手段6は、制御手段6の記憶機能に記憶された第1の撮像条件及び第2の撮像条件に基づいて、撮像手段の撮像条件を切り替えてもよい。   When the agricultural product 10 is conveyed from upstream to downstream by the conveying means 2, the control means 6 specifies the current position of the agricultural product 10 being conveyed based on the information acquired by the agricultural product detecting means and the conveying distance measuring means. . When it is determined that the current position of the agricultural product 10 has reached the imaging start position (for example, near the intersection of the optical axes), the control means 6 sequentially irradiates visible light and ultraviolet rays at every predetermined imaging timing (see FIG. 2). The visible light irradiating means 4 and the ultraviolet irradiating means 5 are controlled so that the first imaging condition and the second imaging condition stored in the storage means inside the imaging means are instantaneously switched while the visible light is irradiated. The image pickup means 3 is controlled so as to continuously pick up the image and the image at the time of ultraviolet irradiation. Note that the control unit 6 may switch the imaging condition of the imaging unit based on the first imaging condition and the second imaging condition stored in the storage function of the control unit 6.

図2は、撮像手段及び各照射手段の動作順序の一例を示す説明図であり、撮像タイミング20、撮像手段の動作21、可視光照射手段の動作22、及び紫外線照射手段の動作23の対応関係を示したものである。   FIG. 2 is an explanatory diagram illustrating an example of the operation order of the imaging unit and each irradiation unit, and the correspondence relationship between the imaging timing 20, the operation 21 of the imaging unit, the operation 22 of the visible light irradiation unit, and the operation 23 of the ultraviolet irradiation unit. Is shown.

制御手段6は、まず、農産物10が撮像開始位置に到達したと判定すると、同図の撮像タイミング「1」において、可視光照射手段4a、4b、4dから可視光を照射させて、撮像手段3aが可視光照射時の第1の撮像条件で農産物10の後面左側を撮像するように制御する。図1に示すように、撮像する撮像手段3aと対向する位置に配置されている可視光照射手段4cについては、撮像手段3aへの写り込みを防止するため、撮像タイミング「1」では動作させない。   When the control means 6 first determines that the agricultural product 10 has reached the imaging start position, the imaging means 3a emits visible light from the visible light irradiation means 4a, 4b, 4d at the imaging timing “1” in FIG. Is controlled so as to image the rear left side of the agricultural product 10 under the first imaging condition during visible light irradiation. As shown in FIG. 1, the visible light irradiation means 4c arranged at a position facing the imaging means 3a for imaging is not operated at the imaging timing “1” in order to prevent reflection on the imaging means 3a.

次いで、撮像タイミング「2」において、可視光照射手段4a、4b、4cから可視光を照射させて、撮像手段3bが可視光照射時の第1の撮像条件で農産物10の後面右側を撮像するように制御する。撮像手段3bと対向する可視光照射手段4dについては動作させない。   Next, at the imaging timing “2”, visible light is irradiated from the visible light irradiation means 4a, 4b, and 4c so that the imaging means 3b images the rear right side of the farm product 10 under the first imaging condition at the time of visible light irradiation. To control. The visible light irradiation means 4d facing the imaging means 3b is not operated.

そして、撮像タイミング「3」において、紫外線照射手段5a、5b、5dから紫外線を照射させて、撮像手段3aが紫外線照射時の第2の撮像条件で農産物10の後面左側を撮像するように制御する。撮像タイミング「3」においても、撮像する撮像手段3aと対向する位置に配置されている紫外線照射手段5cについては、撮像手段3aへの写り込みを防止するため動作させない。   Then, at the imaging timing “3”, ultraviolet rays are irradiated from the ultraviolet irradiation means 5a, 5b, and 5d, and the imaging means 3a is controlled to image the rear left side of the agricultural product 10 under the second imaging condition at the time of ultraviolet irradiation. . Even at the imaging timing “3”, the ultraviolet irradiation unit 5c disposed at a position facing the imaging unit 3a that performs imaging is not operated in order to prevent reflection on the imaging unit 3a.

さらに、撮像タイミング「4」においては、紫外線照射手段5a、5b、5cから紫外線を照射させて、撮像手段3bが紫外線照射時の第2の撮像条件で農産物10の後面左側を撮像するように制御する。撮像タイミング「4」においても、撮像する撮像手段3bと対向する紫外線照射手段5dについては、動作させない。   Furthermore, at the imaging timing “4”, ultraviolet rays are irradiated from the ultraviolet irradiation means 5a, 5b, and 5c, and the imaging means 3b is controlled to take an image of the rear left side of the agricultural product 10 under the second imaging condition at the time of ultraviolet irradiation. To do. Even at the imaging timing “4”, the ultraviolet irradiation unit 5d facing the imaging unit 3b for imaging is not operated.

その後、撮像タイミング「5」においては、可視光照射手段4eから可視光を照射させて、撮像手段3eが可視光照射時の第1の撮像条件で農産物10の上面を撮像するように制御し、次いで、紫外線照射手段5eから紫外線を照射させて、撮像手段3eが紫外線照射時の第2の撮像条件で農産物10の状面を撮像するように制御する。なお、図2の動作順序では、撮像タイミング「5」及び「6」において、その他の可視光照射手段4a〜4d及び紫外線照射手段5a〜5dを動作させていないが、より明るい画像を得るために、それぞれ可視光照射手段4a〜4d及び紫外線照射手段5a〜5dを動作させてもよい。   Thereafter, at the imaging timing “5”, the visible light irradiation means 4e is irradiated with visible light, and the imaging means 3e is controlled to image the upper surface of the agricultural product 10 under the first imaging condition at the time of visible light irradiation. Next, ultraviolet rays are irradiated from the ultraviolet irradiation means 5e, and the imaging means 3e is controlled to take an image of the state of the agricultural product 10 under the second imaging condition at the time of ultraviolet irradiation. In the operation sequence of FIG. 2, the other visible light irradiation means 4a to 4d and ultraviolet irradiation means 5a to 5d are not operated at the imaging timings “5” and “6”, but in order to obtain a brighter image. The visible light irradiation means 4a to 4d and the ultraviolet light irradiation means 5a to 5d may be operated, respectively.

以下、同図に示したとおり、撮像タイミング「7」では撮像手段3cによって可視光照射時の画像を第1の撮像条件で撮像し、撮像タイミング「8」では撮像手段3dによって可視光照射時の画像を第1の撮像条件で撮像する。そして、撮像タイミング「9」では撮像手段3cによって紫外線照射時の画像を第2の撮像条件で撮像し、撮像タイミング「10」では撮像手段3dによって紫外線照射時の画像を第2の撮像条件で撮像する。   Hereinafter, as shown in the figure, at the imaging timing “7”, the image at the time of visible light irradiation is captured by the imaging means 3c under the first imaging condition, and at the imaging timing “8”, the image at the time of visible light irradiation is captured by the imaging means 3d. An image is captured under the first imaging condition. Then, at the imaging timing “9”, the image at the time of ultraviolet irradiation is captured by the imaging means 3c under the second imaging condition, and at the imaging timing “10”, the image at the time of ultraviolet irradiation is captured by the imaging means 3d under the second imaging condition. To do.

撮像タイミングの間隔は、搬送手段2の搬送速度及び撮像手段に設定されるシャッタースピードに応じて適宜設定してよく、等間隔でなくてもよい。また、上記の撮像の順序は単なる一例であって、これに限定されない。また、可視光照射時の画像を撮像できるピントの合う最良の位置となるタイミングで撮像することが好ましい。農産物10の画像を撮像する際、撮像手段3やその他のセンサがその農産物10が載置された搬送手段2上のキーに付与された識別番号を読み取ることが好ましい。   The interval between the imaging timings may be appropriately set according to the conveyance speed of the conveyance unit 2 and the shutter speed set in the imaging unit, and may not be equal intervals. Further, the above-described imaging order is merely an example, and the present invention is not limited to this. In addition, it is preferable to take an image at a timing at which the best focus is achieved so that an image during visible light irradiation can be taken. When an image of the agricultural product 10 is taken, it is preferable that the imaging means 3 and other sensors read the identification number assigned to the key on the conveying means 2 on which the agricultural product 10 is placed.

本農産物検査装置では、高感度の特殊なカメラを用いずに、通常のカメラによって、紫外線照射時の弱い蛍光反応を検出するため、撮像手段の撮像条件をその都度蛍光反応に対応した設定に切り換えなければならない。   In this agricultural product inspection device, the weak fluorescence reaction at the time of ultraviolet irradiation is detected by a normal camera without using a special camera with high sensitivity, so the imaging condition of the imaging means is switched to a setting corresponding to the fluorescence reaction each time. There must be.

図3は、第1及び第2の撮像条件の一例を示す説明図である。可視光照射時の第1の撮像条件は、搬送速度及び柑橘類の種類に応じて適宜設定することができる。例えば、搬送速度が1000mm/秒で被検査物がミカンである場合、シャッタースピードを1/1000〜1/2000秒、ゲインを60〜70、ガンマ値を0.9とすることが好ましい。これによって、制御手段6は、農産物10の外観の通常の傷などを検出できる鮮明な画像を取得することができる。   FIG. 3 is an explanatory diagram illustrating an example of the first and second imaging conditions. The 1st imaging condition at the time of visible light irradiation can be suitably set according to the conveyance speed and the kind of citrus fruits. For example, when the conveyance speed is 1000 mm / second and the object to be inspected is a mandarin orange, it is preferable to set the shutter speed to 1/1000 to 1/2000 seconds, the gain to 60 to 70, and the gamma value to 0.9. Thereby, the control means 6 can acquire a clear image that can detect a normal scratch or the like of the appearance of the agricultural product 10.

一方、紫外線照射時の第2の撮像条件は、例えば、シャッタースピードを1/500秒、ゲインを255、ガンマ値を0.7とすることが好ましい。これによって、制御手段6は、柑橘類の生傷又は水腐れの箇所に生じる蛍光反応を検出できるコントラストの高い画像を取得することができる。ただし、この場合、シャッタースピードが大きいため、撮像画像は不鮮明なものとなる可能性がある。しかしながら、蛍光反応の大きさ、位置、数などは問題とはならない。小さな生傷又は水腐れであっても流通の間に腐敗が進行して品質が維持できない可能性があることから、蛍光反応がわずかでも示された農産物は、腐敗果としてあらかじめ排除しておくのが好ましい。このため、本実施形態では蛍光反応の有無を検出できれば足る。なお、必要に応じて、蛍光反応の大きさ、位置、数等についてしきい値を設定し、これらによって、農産物における生傷又は水腐れのおおよその程度を判定してもよい。   On the other hand, the second imaging condition at the time of ultraviolet irradiation is preferably, for example, a shutter speed of 1/500 seconds, a gain of 255, and a gamma value of 0.7. Thereby, the control means 6 can acquire the image with high contrast which can detect the fluorescence reaction produced in the site | part of the citrus raw wound or water rot. However, in this case, since the shutter speed is large, the captured image may be unclear. However, the magnitude, position, number, etc. of the fluorescence reaction are not a problem. Even if it is a small wound or water rot, it may not be possible to maintain quality due to the progress of rot during distribution. Therefore, produce that shows even a slight fluorescence reaction should be eliminated beforehand as rot. preferable. For this reason, in this embodiment, it is sufficient to detect the presence or absence of a fluorescent reaction. If necessary, threshold values may be set for the magnitude, position, number, etc. of the fluorescence reaction, and the approximate degree of raw wounds or water rot in the agricultural products may be determined based on these threshold values.

ここで、ゲインとは、信号の増幅度(感度)を表わし、ゲインを大きくすることによって画像を明るくすることができる。ただし、同時にノイズも増幅されるので不鮮明な画像となる。ガンマ値とは、入力値と出力値との関係を表わす指標であり、ガンマ値が大きくなると画像の明暗の差が大きくなる。なお、第1及び第2の撮像条件は、これに限定されず、搬送手段2の搬送速度、柑橘類の種類に応じて適宜変更することができる。   Here, the gain represents the amplification degree (sensitivity) of the signal, and the image can be brightened by increasing the gain. However, since the noise is also amplified at the same time, the image becomes unclear. The gamma value is an index representing the relationship between the input value and the output value. As the gamma value increases, the difference in brightness of the image increases. In addition, the 1st and 2nd imaging conditions are not limited to this, It can change suitably according to the conveyance speed of the conveyance means 2, and the kind of citrus fruits.

次いで、制御手段6は、各撮像手段によって撮像された可視光照射時の画像及び紫外線照射時の画像を記憶部(図示省略)に格納する。この場合、当該農産物10が載置された搬送手段2上のキーに付与された識別番号と画像とを関連付けておくことが好ましい。   Subsequently, the control means 6 stores the image at the time of visible light irradiation and the image at the time of ultraviolet irradiation imaged by each imaging means in a storage unit (not shown). In this case, it is preferable to associate the identification number assigned to the key on the transport means 2 on which the agricultural product 10 is placed with the image.

制御手段6は、取得した可視光照射時の画像及び紫外線照射時の画像に対して必要に応じて2値化処理などの画像処理を施してもよい。これによって、制御手段6は、可視光照射時の画像における農産物の通常の傷(長さ、面積)、大きさ、形状、色相などを判定し、これらに基づいて農産物の等級を決定してもよい。また、紫外線照射時の画像において、蛍光反応の有無(すなわち、生傷又は水腐れ)を判定する。蛍光反応があると判定された場合、その農産物が腐敗果であると決定してもよい。なお、必要であれば、蛍光反応の大きさ、位置、数等を予め設定したしきい値と比較することによって、腐敗の程度(生傷の大きさ、水腐れの進行状況)を判定してもよい。   The control means 6 may perform image processing such as binarization processing on the acquired image at the time of visible light irradiation and the image at the time of ultraviolet light irradiation as necessary. As a result, the control means 6 determines the normal scratch (length, area), size, shape, hue, etc. of the agricultural product in the image at the time of irradiation with visible light, and determines the grade of the agricultural product based on these. Good. In addition, the presence or absence of a fluorescent reaction (that is, raw wound or water rot) is determined in the image at the time of ultraviolet irradiation. If it is determined that there is a fluorescent reaction, it may be determined that the produce is spoiled. If necessary, the degree of decay (size of raw wound, progress of water rot) can be determined by comparing the magnitude, position, number, etc. of the fluorescence reaction with a preset threshold value. Good.

また、制御手段6は、図示しない表示装置(例えば、液晶ディスプレイ等)に、取得した画像を表示してもよいし、画像処理によって得られた検査結果(農産物の通常の傷、大きさ、形状、色相、蛍光反応などを含む)を表示してもよい。検査者は、これらの検査結果に基づいて、農産物10の等級を判定してもよい。   Moreover, the control means 6 may display the acquired image on a display device (for example, a liquid crystal display or the like) not shown, and the inspection result obtained by image processing (ordinary damage, size, shape of agricultural products) , Hue, fluorescent reaction, etc.) may be displayed. The inspector may determine the grade of the produce 10 based on these inspection results.

制御手段6は、農産物10に付与された等級に基づいて、農産物10をその等級毎に設けられた図示しない選別コンベア又はコンテナに受け渡すこともできる。例えば、制御手段6は、搬送手段2の下流において、農産物を載置するキーが等級に応じた所定に位置に到達すると、このキーを傾斜させて農産物10を後段の選別コンベヤに送り出す。蛍光反応が検出された農産物は腐敗果として、搬送手段2の下流側末端で排出されるように構成してもよい。   The control means 6 can also deliver the produce 10 to a sorting conveyor or container (not shown) provided for each grade based on the grade assigned to the produce 10. For example, when the key on which the agricultural product is placed reaches a predetermined position corresponding to the grade downstream of the conveying unit 2, the control unit 6 tilts the key and sends the agricultural product 10 to the subsequent sorting conveyor. You may comprise so that the agricultural product by which the fluorescence reaction was detected may be discharged | emitted by the downstream end of the conveyance means 2 as a spoiled fruit.

本実施形態では、撮像手段3aと3c、3bと3dが相互に対向するように配置されている。ここで、紫外線照射時の光源として紫外LEDランプを用いた場合、ピーク波長は紫外線の領域に分布するものの、可視光領域の光も含むことがある。この紫外線に含まれる可視光領域の光は、撮像手段の外側に張り出した位置に配置されている対向する可視光照射手段4又は紫外線照射手段5で反射することがあり、反射した可視光領域の光が当該画像に写り込む虞がある。この場合、撮像手段3aが撮像した紫外線照射時の画像において、蛍光反応のみを正しく検出することが困難となる可能性があるので、対向する撮像手段の撮像領域に配置された可視光照射手段4又は紫外線照射手段5に紫外線(に含まれる可視光)の反射対応手段を設けることが好ましい。反射対応手段は、紫外線照射時だけでなく、可視光照射時にも適宜使用することができる。なお、撮像手段や反射する部材が対向して配置されていない場合には反射対応手段を設ける必要はない。   In the present embodiment, the imaging units 3a and 3c, 3b and 3d are arranged so as to face each other. Here, when an ultraviolet LED lamp is used as a light source during ultraviolet irradiation, the peak wavelength is distributed in the ultraviolet region, but may also include light in the visible light region. The light in the visible light region included in the ultraviolet rays may be reflected by the opposing visible light irradiation unit 4 or ultraviolet irradiation unit 5 disposed at a position protruding outside the imaging unit, and the reflected visible light region There is a risk that light will appear in the image. In this case, since it may be difficult to correctly detect only the fluorescence reaction in the image at the time of ultraviolet irradiation imaged by the imaging unit 3a, the visible light irradiation unit 4 arranged in the imaging region of the opposing imaging unit. Alternatively, it is preferable that the ultraviolet irradiation means 5 is provided with means for reflecting ultraviolet light (visible light contained therein). The reflection countermeasure means can be appropriately used not only when the ultraviolet light is irradiated but also when the visible light is irradiated. In the case where the imaging unit and the reflecting member are not arranged to face each other, it is not necessary to provide the reflection countermeasure unit.

図4は、紫外線照射手段に設けられる反射対応手段の一例を示す説明図である。紫外線照射手段5は、基板51、及び基板51に接続される紫外LED52を含み、反射対応手段として、基板51の側方に設けられた基板53、及び基板53に接続される青色LEDを含む。制御手段6は、対向する一方の紫外線照射手段5から可視光領域の光を含む紫外線50が照射される場合、他方の紫外線照射手段5の青色LEDから、青色光60(波長400〜500nm)を基板51と略平行な方向に照射する。青色光60によって、対向する一方の紫外線照射手段5から照射された紫外線50に含まれる可視光は遮断され、紫外LED52での反射は低減される。紫外領域の光については、それ自体は不可視であり、対向する各照射手段で反射しても撮像時の画像に現れないので、蛍光反応の判定において影響することはない。なお、本実施形態では、青色LEDを他方の紫外線照射手段5の基板51の側方に配置しているが、他方の紫外線照射手段5と農産物との間に青色光を照射して可視光を遮断できる反射対応手段を設ければよく、配置は適宜変更することができる。   FIG. 4 is an explanatory view showing an example of a reflection countermeasure provided in the ultraviolet irradiation means. The ultraviolet irradiation means 5 includes a substrate 51 and an ultraviolet LED 52 connected to the substrate 51, and includes a substrate 53 provided on the side of the substrate 51 and a blue LED connected to the substrate 53 as a reflection countermeasure. When the ultraviolet ray 50 including light in the visible light region is irradiated from the one ultraviolet irradiation unit 5 facing the control unit 6, the control unit 6 emits blue light 60 (wavelength 400 to 500 nm) from the blue LED of the other ultraviolet irradiation unit 5. Irradiation is performed in a direction substantially parallel to the substrate 51. The visible light contained in the ultraviolet ray 50 irradiated from the one ultraviolet irradiation means 5 facing the blue light 60 is blocked, and reflection from the ultraviolet LED 52 is reduced. The light in the ultraviolet region itself is invisible, and even if it is reflected by the opposing irradiation means, it does not appear in the image at the time of imaging, so it does not affect the determination of the fluorescence reaction. In the present embodiment, the blue LED is arranged on the side of the substrate 51 of the other ultraviolet irradiation means 5, but the blue light is irradiated between the other ultraviolet irradiation means 5 and the agricultural product to emit visible light. It is only necessary to provide reflection countermeasures that can be blocked, and the arrangement can be changed as appropriate.

また、反射対応手段として、対向する紫外線照射手段の前に遮光板又は撮像する撮像手段とは異なる方向に紫外線を偏向させる反射鏡等を設けてもよいし、画像処理によって撮像された画像から反射光の写り込みを除去することも可能である。例えば、紫外線の反射光については農産物の生傷の箇所から生じる蛍光とは波長が異なるため、特定の波長にのみを透過させるバンドパスフィルタを用いて除去してもよいし、特定の領域に反射光が生じることが明らかであれば、かかる領域の信号を削除するようにソフトウェア的に処理してもよい。   Further, as the reflection countermeasure means, a light shielding plate or a reflecting mirror for deflecting ultraviolet rays in a direction different from that of the imaging means for imaging may be provided in front of the opposing ultraviolet irradiation means, or reflected from an image taken by image processing. It is also possible to remove the reflection of light. For example, the reflected ultraviolet light has a wavelength different from that of the fluorescent light generated from the raw wound of the agricultural product. Therefore, the reflected light may be removed using a bandpass filter that transmits only a specific wavelength, or the reflected light may be reflected in a specific region. If it is clear that the signal occurs, it may be processed by software so as to delete the signal in such a region.

上記では、主に紫外線照射時において反射対応手段を用いる例について説明したが、この反射対応手段は、可視光照射時にも使用することができる。対向する一方の可視光照射手段から可視光が照射される場合、他方の照射手段に設けられた反射対応手段から青色光を照射すると、この青色光によって可視光は遮断され、他方の照射手段の反射部材からの反射は低減される。したがって、可視光による画像への写り込みを防止することができる。この場合、反射対応手段自体から照射された青色光が画像に写り込むことがあるが、フィルタ又は画像処理を用いて青色の範囲の信号のみを除去すればよい。   In the above description, an example in which the reflection countermeasure is mainly used at the time of ultraviolet irradiation has been described. However, this reflection countermeasure can be used at the time of visible light irradiation. When visible light is irradiated from one opposing visible light irradiation means, when blue light is irradiated from the reflection corresponding means provided in the other irradiation means, the visible light is blocked by the blue light, and the other irradiation means Reflection from the reflecting member is reduced. Therefore, it is possible to prevent reflection in the image by visible light. In this case, blue light emitted from the reflection countermeasure unit itself may appear in the image, but only the signal in the blue range may be removed using a filter or image processing.

画像における被検査物の領域からも青色の範囲の信号が失われることがあるが、特定の波長範囲(例えば、主に赤色〜黄色、緑色の範囲)の画像を利用して検査することも可能であるので、青色を含まなくてもよい。このように、可視光照射時にも反射対応手段を使用すれば、可視光による反射部材等からの写り込みを低減できるので好ましい。   Signals in the blue range may be lost from the area of the object to be inspected in the image, but it is also possible to inspect using an image in a specific wavelength range (eg, mainly red to yellow, green) Therefore, it is not necessary to include blue. As described above, it is preferable to use the reflection countermeasures even when the visible light is irradiated because reflection from the reflecting member or the like by visible light can be reduced.

図5は、本発明の第2の実施形態の農産物検査装置の概略平面図である。本実施形態の農産物検査装置1は、搬送手段2、複数の撮像手段3、複数の可視光照射手段4、複数の紫外線照射手段5、反転機構7及び制御手段(図示省略)を備える。   FIG. 5 is a schematic plan view of the agricultural product inspection apparatus according to the second embodiment of the present invention. The agricultural product inspection apparatus 1 according to this embodiment includes a transport unit 2, a plurality of imaging units 3, a plurality of visible light irradiation units 4, a plurality of ultraviolet irradiation units 5, a reversing mechanism 7, and a control unit (not shown).

本実施形態では、搬送手段2の上流側の右側方に2台の撮像手段3a、3bを配置し、下流側の左側方に2台の撮像手段3c、3dを配置し、さらに上流及び下流の上方のそれぞれに撮像手段3e、3fを配置する。各撮像手段には、その周囲に環状の可視光照射手段4及び紫外線照射手段5が設けられる。   In the present embodiment, two imaging units 3a and 3b are arranged on the right side on the upstream side of the conveying unit 2, two imaging units 3c and 3d are arranged on the left side on the downstream side, and further upstream and downstream. Image pickup means 3e and 3f are arranged above each. Each imaging means is provided with annular visible light irradiation means 4 and ultraviolet irradiation means 5 around it.

なお、撮像手段及び各照射手段の数量、配置、形状は、一例であって、装置や搬送手段の構成に応じて適宜変更されてよい。例えば、上流において農産物10の後面を撮像する撮像手段3aの左端に、広い範囲を照射可能な長方形の可視光照射手段を設けてもよいし、農産物10の前面を撮像する撮像手段3bの右端に、広い範囲を照射可能な長方形の可視光照射手段4bを設けてもよい。   In addition, the quantity, arrangement, and shape of the imaging unit and each irradiation unit are examples, and may be appropriately changed according to the configuration of the apparatus and the conveyance unit. For example, a rectangular visible light irradiating unit that can irradiate a wide area may be provided at the left end of the imaging unit 3 a that images the rear surface of the agricultural product 10 upstream, or at the right end of the imaging unit 3 b that images the front surface of the agricultural product 10. Further, a rectangular visible light irradiation means 4b that can irradiate a wide range may be provided.

各手段の具体的構成については、第1の実施形態と同様であるので説明を省略する。反転機構7は、搬送されている農産物10の上下を反転させるように構成される(例えば、段差、ピンローラなど)。   Since the specific configuration of each means is the same as that of the first embodiment, the description thereof is omitted. The reversing mechanism 7 is configured to reverse the top and bottom of the agricultural product 10 being conveyed (for example, a step, a pin roller, etc.).

図6は、撮像手段及び各照射手段の動作順序の別の例を示す説明図であり、撮像タイミング70、撮像手段の動作71、可視光照射手段の動作72、及び紫外線照射手段の動作73の対応関係を示したものである。   FIG. 6 is an explanatory diagram illustrating another example of the operation order of the imaging unit and each irradiation unit. The imaging timing 70, the imaging unit operation 71, the visible light irradiation unit operation 72, and the ultraviolet irradiation unit operation 73 are illustrated. It shows the correspondence.

制御手段6は、まず、農産物10が上流側の撮像開始位置に到達したと判定すると、同図の撮像タイミング「1」において、可視光照射手段4a、4b、4eから可視光を照射させて、撮像手段3a、3b、3eが可視光照射時の第1の撮像条件でそれぞれ農産物10の後面、前面、頂部側(例えば、果梗部側)の面を含む可視光照射時の画像を同時に撮像するように制御する。なお、同時に撮像するとは、撮像手段のシャッタースピード程度の時間差で順次撮像することを含んでもよい。   When the control means 6 first determines that the agricultural product 10 has reached the upstream imaging start position, the control means 6 irradiates visible light from the visible light irradiation means 4a, 4b, 4e at the imaging timing “1” in FIG. The imaging means 3a, 3b, and 3e simultaneously capture images at the time of visible light irradiation including the rear surface, the front surface, and the top side (for example, the infarction side) of the produce 10 under the first imaging conditions at the time of visible light irradiation. Control to do. Note that simultaneous imaging may include sequential imaging with a time difference of about the shutter speed of the imaging means.

次いで、撮像タイミング「2」において、紫外線照射手段5a、5b、5eから紫外線を照射させて、撮像手段3a、3b、3eが紫外線照射時の第2の撮像条件でそれぞれ農産物10の後面、前面、頂部側(例えば、果梗部側)の面を含む紫外線照射時の画像を同時に撮像するように制御する。   Next, at the imaging timing “2”, ultraviolet rays are irradiated from the ultraviolet irradiation means 5a, 5b, and 5e, and the imaging means 3a, 3b, and 3e are respectively in the second imaging condition at the time of ultraviolet irradiation, respectively, Control is performed so that an image at the time of ultraviolet irradiation including the surface on the apex side (for example, the infarction side) is simultaneously captured.

そして、農産物10が搬送手段2によって移動し反転機構7に到達すると、その上下が返される。制御手段6は、農産物10が下流側の撮像開始位置に到達したと判定すると、撮像タイミング「3」において、可視光照射手段4c、4d、4fから可視光を照射させて、撮像手段3c、3d、3fが可視光照射時の第1の撮像条件でそれぞれ農産物10の後面、前面、底部側(例えば、花痕部側)の面を含む可視光照射時の画像を同時に撮像するように制御する。   Then, when the agricultural product 10 is moved by the conveying means 2 and reaches the reversing mechanism 7, the upper and lower sides thereof are returned. When the control unit 6 determines that the agricultural product 10 has reached the downstream imaging start position, the imaging unit 3c, 3d emits visible light from the visible light irradiation units 4c, 4d, 4f at the imaging timing “3”. 3f is a first imaging condition at the time of visible light irradiation, and controls to simultaneously capture images at the time of visible light irradiation including the rear surface, the front surface, and the bottom side (for example, the flower mark side) of the produce 10 respectively. .

その後、撮像タイミング「4」においては、紫外線照射手段5c、5d、5fから紫外線を照射させて、撮像手段3c、3d、3fが紫外線照射時の第2の撮像条件でそれぞれ農産物10の後面、前面、及び上流では底部側(例えば、花痕部側)であった面を含む可視光照射時の画像を同時に撮像するように制御する。   Thereafter, at the imaging timing “4”, ultraviolet rays are irradiated from the ultraviolet irradiation means 5c, 5d, and 5f, and the imaging means 3c, 3d, and 3f are the second imaging condition at the time of ultraviolet irradiation, respectively, and the rear and front surfaces of the produce 10 respectively. And upstream, control is performed so that an image at the time of visible light irradiation including a surface on the bottom side (for example, the flower mark side) is simultaneously captured.

以上、説明したとおり、本発明の農産物検査装置によれば、可視光照射による農産物の通常の傷の検査と、紫外光による生傷又は水腐れの有無の検査との両方を一の工程によって実施でき、検査ラインを短縮することができる。また、一般的な撮像手段を用いるので低コストの検査装置を提供することができる。   As described above, according to the agricultural product inspection apparatus of the present invention, it is possible to carry out both the normal inspection of agricultural products by visible light irradiation and the inspection of the presence of raw wounds or water rot by ultraviolet light in one step. The inspection line can be shortened. Moreover, since a general imaging means is used, a low-cost inspection apparatus can be provided.

さらに、紫外線照射手段を対向するように配置した場合であっても、照射手段からの反射を低減することができ、簡易な画像処理の方法によって、蛍光反応を検出することができる。また、可視光照射時の画像及び紫外線照射時の画像を連続的に取得し処理すれば、1回の搬送工程内で農産物の等級の判定と腐敗果の選別の両方を実施することもできる。   Furthermore, even when the ultraviolet irradiation means are arranged so as to face each other, reflection from the irradiation means can be reduced, and the fluorescence reaction can be detected by a simple image processing method. Moreover, if the image at the time of visible light irradiation and the image at the time of ultraviolet irradiation are continuously acquired and processed, both the judgment of the grade of agricultural products and the selection of spoilage fruit can be carried out in one transport process.

1 農産物検査装置
2 搬送手段
3 撮像手段
4 可視光照射手段
5 紫外線照射手段
6 制御手段
10 農産物
DESCRIPTION OF SYMBOLS 1 Agricultural product inspection apparatus 2 Conveyance means 3 Imaging means 4 Visible light irradiation means 5 Ultraviolet irradiation means 6 Control means 10 Agricultural products

Claims (10)

農産物を検査する農産物検査装置であって、
前記農産物を搬送する搬送手段と、
前記搬送手段によって搬送されている前記農産物を撮像する撮像手段と、
前記農産物に可視光を照射する可視光照射手段と、
前記農産物に紫外線を照射する紫外線照射手段と、
前記撮像手段、前記可視光照射手段及び前記紫外線照射手段を制御する制御手段と、を備え、
前記制御手段は、前記可視光照射手段及び前記紫外線照射手段によって所定のタイミング毎に可視光及び紫外線のいずれか一方を照射しつつ、同一の撮像手段において可視光照射時には第1の撮像条件に基づいて前記農産物を撮像し、紫外線照射時には第2の撮像条件に基づいて前記農産物を撮像するように構成されることを特徴とする農産物検査装置。
An agricultural product inspection device for inspecting agricultural products,
Conveying means for conveying the agricultural products;
Imaging means for imaging the agricultural products being conveyed by the conveying means;
Visible light irradiating means for irradiating the produce with visible light;
Ultraviolet irradiation means for irradiating the produce with ultraviolet rays;
Control means for controlling the imaging means, the visible light irradiation means, and the ultraviolet irradiation means,
The control means irradiates one of visible light and ultraviolet light at predetermined timings by the visible light irradiation means and the ultraviolet light irradiation means, and based on the first imaging condition at the time of visible light irradiation in the same imaging means. The agricultural product inspection apparatus is configured to image the agricultural product and to image the agricultural product based on a second imaging condition at the time of ultraviolet irradiation.
前記撮像手段は、前記第1の撮像条件及び前記第2の撮像条件を記憶する記憶手段を備え、
前記制御手段は、前記撮像手段において、所定のタイミング毎に前記第1の撮像条件と前記第2の撮像条件とを切り替えることを特徴とする請求項1に記載の農産物検査装置。
The imaging means includes storage means for storing the first imaging condition and the second imaging condition,
The agricultural product inspection apparatus according to claim 1, wherein the control unit switches between the first imaging condition and the second imaging condition at a predetermined timing in the imaging unit.
前記制御手段は、前記可視光照射時に撮像された前記農産物の画像に基づいて、前記農産物の通常の傷、形状、大きさのうちの少なくとも一つを含む情報を検出し、前記紫外線照射時に撮像された前記農産物の画像に基づいて、前記農産物の生傷又は水腐れの箇所から生じる蛍光反応の有無を検出するように構成されることを特徴とする請求項1又は2に記載の農産物検査装置。   The control means detects information including at least one of a normal wound, shape, and size of the agricultural product based on an image of the agricultural product imaged at the time of the visible light irradiation, and images at the time of the ultraviolet irradiation. The farm product inspection apparatus according to claim 1 or 2, wherein the farm product inspection apparatus is configured to detect the presence or absence of a fluorescent reaction generated from a raw wound or water rot of the farm product based on the image of the farm product. 前記第2の撮像条件は、前記第1の撮像条件に比べて、少なくともシャッタースピードを長くする、及び/又は、ゲインを大きくすることを特徴とする請求項1乃至3の何れか1項に記載の農産物検査装置。   4. The second imaging condition according to claim 1, wherein at least a shutter speed is increased and / or a gain is increased as compared with the first imaging condition. 5. Agricultural product inspection equipment. 前記第1の撮像条件は、シャッタースピードが1/1000〜1/2000秒、ゲインが80以下であり、
前記第2の撮像条件は、シャッタースピードが1/500秒以上、ゲインが200以上であることを特徴とする請求項4に記載の農産物検査装置。
The first imaging condition is that the shutter speed is 1/1000 to 1/2000 seconds, the gain is 80 or less,
5. The agricultural product inspection apparatus according to claim 4, wherein the second imaging condition is a shutter speed of 1/500 second or more and a gain of 200 or more.
前記撮像手段の撮像領域に配置された前記可視光照射手段又は前記紫外線照射手段から照射された可視光が反射することを防止する反射対応手段を備えることを特徴とする請求項1乃至5の何れか1項に記載の農産物検査装置。   6. The apparatus according to claim 1, further comprising a reflection countermeasure unit configured to prevent the visible light irradiated from the visible light irradiation unit or the ultraviolet irradiation unit arranged in the imaging region of the imaging unit from being reflected. The agricultural product inspection apparatus according to claim 1. 前記反射対応手段は、前記可視光照射手段又は前記紫外線照射手段の照射面と前記農産物との間に青色光を照射して、前記可視光照射手段又は前記紫外線照射手段に照射された可視光の反射を防止することを特徴とする請求項6に記載の農産物検査装置。   The reflection countermeasure means irradiates blue light between an irradiation surface of the visible light irradiation means or the ultraviolet irradiation means and the agricultural product, and the visible light irradiated to the visible light irradiation means or the ultraviolet irradiation means. The agricultural product inspection apparatus according to claim 6, wherein reflection is prevented. 搬送手段によって農産物を搬送しつつ、複数の撮像手段によって前記農産物を撮像して、前記農産物を検査する農産物検査方法であって、
所定のタイミング毎に可視光及び紫外線のいずれか一方を照射し、
一つの撮像手段において前記可視光照射時には第1の撮像条件に基づいて前記農産物を撮像し、紫外線照射時には第2の撮像条件に基づいて前記農産物を撮像することを特徴とする農産物検査方法。
An agricultural product inspection method for inspecting the agricultural product by imaging the agricultural product by a plurality of imaging units while conveying the agricultural product by a conveying unit,
Irradiate one of visible light and ultraviolet rays at each predetermined timing,
A method for inspecting agricultural products, wherein one imaging means images the agricultural products based on a first imaging condition when the visible light is irradiated, and images the agricultural products based on a second imaging condition when the ultraviolet light is irradiated.
前記可視光照射時に撮像された前記農産物の画像に基づいて、前記農産物の通常の傷、形状、大きさのうちの少なくとも一つを含む情報を検出し、前記紫外線照射時に撮像された前記農産物の画像に基づいて、前記農産物の生傷又は水腐れの箇所から生じる蛍光反応の有無を検出することを特徴とする請求項8に記載の農産物検査方法。   Based on the image of the agricultural product imaged at the time of the visible light irradiation, information including at least one of the normal wound, shape, and size of the agricultural product is detected, and the agricultural product imaged at the time of the ultraviolet irradiation is detected. 9. The method for inspecting agricultural products according to claim 8, wherein the presence or absence of a fluorescent reaction resulting from a raw wound or water rot of the agricultural product is detected based on an image. 前記第2の撮像条件は、前記第1の撮像条件に比べて、少なくともシャッタースピードを長くする、及び/又は、ゲインを大きくすることを特徴とする請求項8又は9に記載の農産物検査方法。   10. The agricultural product inspection method according to claim 8, wherein the second imaging condition includes at least increasing the shutter speed and / or increasing the gain as compared to the first imaging condition.
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