JP7478998B2 - Method and device for imaging and measuring the diameter of cut end surface of wood - Google Patents

Method and device for imaging and measuring the diameter of cut end surface of wood Download PDF

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JP7478998B2
JP7478998B2 JP2020216137A JP2020216137A JP7478998B2 JP 7478998 B2 JP7478998 B2 JP 7478998B2 JP 2020216137 A JP2020216137 A JP 2020216137A JP 2020216137 A JP2020216137 A JP 2020216137A JP 7478998 B2 JP7478998 B2 JP 7478998B2
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勝 佐藤
亮 伊藤
大三 佐々木
雄二 小笠原
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本発明は、伐採現場で伐採した木材の直径を撮像計測し、径級表示を換算して計測データとして保存利用することができる木材切断端面直径の撮像計測方法及び装置に関する。 The present invention relates to a method and device for imaging and measuring the diameter of cut end surfaces of timber, which can image and measure the diameter of timber felled at the felling site, convert the diameter class indication, and store and use the measurement data.

林業伐採現場では、伐採した木材を1本ずつ切断円形端面から見て最小値となる個所を巻き尺等で測定し、14cm以下は1cm刻み、例えば9cm~9.9cmは『9cm』の径級で、また14cmを超えるものは2cm刻み、例えば14cm~15.9cmは『14cm』の径級で、計測データを記録用紙へ記載すると共に計測した木材の切断円形端面にも直接記入する。
前記計測データは、各社指定の納品書に径級ごとに集計した本数と材積を記録し、顧客へ木材と納品書をセットで渡す。
顧客は、現品木材と納品書の計測データを照合し、径級ごとに現品木材を仕分けし保管し、径級ごとに作業指示をする。
At forestry harvesting sites, the smallest point on each felled tree is measured with a tape measure or similar tool when viewed from the cut circular end surface. Diameters up to 14 cm are measured in 1 cm increments - for example, 9 cm to 9.9 cm is assigned a diameter class of 9 cm, and diameters over 14 cm are measured in 2 cm increments - for example, 14 cm to 15.9 cm is assigned a diameter class of 14 cm. The measurement data is recorded on a recording sheet and also directly on the cut circular end surface of the tree that was measured.
The measurement data, including the number of pieces and timber volume for each diameter class, is recorded on a delivery note specified by each company, and the timber and delivery note are delivered to the customer as a set.
The customer compares the measurement data of the actual timber with that on the delivery note, sorts and stores the actual timber by diameter class, and issues work instructions for each diameter class.

従来、山林で木材資源を切り出し、木材製品とする木材の伐採及び造木作業を機械化するのに用いられるプロセッサ装置と、このようなプロセッサ装置を用いた木材の伐採造木方法が知られている(特許文献1を参照)。
この公知技術は、可動アームを備えた作業車に装備され、伐倒された木材を保持して所定長さ毎に切断するプロセッサ装置であって、前記可動アームの先端に配置される本体部と、該本体部に配置され、木材を把持する把持部と、該把持部で把持された木材を長さ方向に送る送り部と、該送り部の隣接端で木材を切断する切断部と、前記把持部で把持された木材のうち把持部の中心線に沿って把持部から延び出た部分を、把持部に隣接する部分から離れる方向へと木材の軸方向に沿って撮像する撮像装置と、前記作業車に配置され、前記撮像装置から送られる木材の撮像情報を受け取り表示する表示装置と、前記撮像装置から前記表示装置へと撮像情報を伝達する情報伝達手段とを備えるものである。
Conventionally, a processor device used to mechanize the felling and timber construction work of cutting down timber resources in forests and turning them into wood products, and a method of felling and timber construction using such a processor device are known (see Patent Document 1).
This known technology is a processor device that is fitted to a work vehicle with a movable arm and holds felled timber and cuts it to a specified length, the processor device comprising: a main body section arranged at the tip of the movable arm; a gripping section arranged on the main body section for gripping the timber; a feeding section arranged to feed the timber gripped by the gripping section in the lengthwise direction; a cutting section arranged to cut the timber at an adjacent end of the feeding section; an imaging device that images the portion of the timber gripped by the gripping section that extends from the gripping section along the centre line of the timber, along the axial direction of the timber in a direction away from the portion adjacent to the gripping section; a display device arranged on the work vehicle and that receives and displays imaging information of the timber sent from the imaging device; and information transmission means for transmitting the imaging information from the imaging device to the display device.

このように、前記の木材の伐採造木用のプロセッサ装置は、作業者の目視観察に加えて、別の方向からの撮像装置による撮像情報を基にして、木材の欠陥個所を検査することができるし、木材のうち、欠陥のない良好な部分のみを確実に切り取って、商品価値の高い木材製品を得ることができる。
一方、本発明は、伐採現場で伐採した木材の直径を撮像計測し、各社指定の納品書に径級ごとに集計した本数と材積を記録した計測データを得て、顧客へ木材と納品書をセットで渡すことができる後工程の作業である。
In this way, the processor for felling and timber making can inspect the timber for defects based on the image information captured by an imaging device from a different direction in addition to the worker's visual observation, and can reliably cut out only the defect-free, good parts of the timber to obtain wood products with high commercial value.
On the other hand, this invention is a post-process in which the diameter of timber felled at the felling site is photographed and measured, and measurement data is obtained that records the number and volume of timber tallied by diameter class on a delivery note specified by each company, allowing the timber and delivery note to be delivered to the customer as a set.

特開2003-193096号公報JP 2003-193096 A

本発明は、伐採現場で伐採した木材の直径を、直径計測には用いない部分(以下、「欠陥部分」という。)を除いて正確に撮像計測し、径級表示を換算して計測データとして保存利用することができる木材切断端面直径の撮像計測方法及び装置を提供することを目的とする。 The present invention aims to provide a method and device for imaging and measuring the diameter of cut end faces of timber that can accurately image and measure the diameter of timber felled at the felling site, excluding parts that are not used for diameter measurement (hereinafter referred to as "defective parts"), and convert the diameter class indication to store and use the measurement data.

本発明の木材切断端面直径の撮像計測方法は、伐採した木材をカメラで1本ずつ木口断面と前記カメラに附帯した照射装置で照射した2つの光点を撮影し、欠陥部分を画像処理で排除し撮像画像に仮想の輪郭を設定し円形状を判断する画像処理を行い、前記画像処理された円形状から重心を求め、重心を中心とした円形状の最小値を求め、円形状の最小値と2つの光点距離との相対比較で実測値を求め、前記撮像画像の実測値から径級値を演算し、径級ごとに集計した本数と材積を記録するものである。 The method of the present invention for imaging and measuring the diameter of cut end faces of wood involves using a camera to photograph the cross section of the end grain of each felled piece of wood and two light spots illuminated by an illumination device attached to the camera, eliminating defective parts through image processing, setting a virtual contour on the captured image and performing image processing to determine the circular shape, determining the center of gravity from the image-processed circular shape, determining the minimum value of the circular shape centered on the center of gravity, determining the actual measurement by comparing the minimum value of the circular shape with the distance between the two light spots, calculating a diameter class value from the actual measurement value of the captured image, and recording the number and volume of timber tallied for each diameter class.

本発明の木材切断端面直径の撮像計測装置は、伐採した木材を1本ずつ切断円形端面を撮影するカメラと、該カメラに附帯して画像処理上で計測基準となる2つの光点を表示する照射装置と、前記カメラにより撮像された画像から欠陥部分を排除し円形状を判断する画像処理装置と、前記撮像画像から重心を求め、重心を中心とした円形状の最小値を求める算出装置と、円形状の最小値と2つの光点間距離との相対比較で実測値を求める実測演算装置と、前記撮像画像の実測値から径級値を演算する径級演算装置と、径級ごとに集計した本数と材積を記録する記憶装置と、前記径級の計算結果を表示する表示装置と、を備えている。 The imaging and measuring device for wood cut end diameter of the present invention comprises a camera that images the cut circular end surface of each felled piece of wood, an illumination device attached to the camera and displays two light spots that serve as measurement standards for image processing, an image processing device that eliminates defective parts from the image captured by the camera and determines the circular shape, a calculation device that determines the center of gravity from the captured image and the minimum value of the circular shape centered on the center of gravity, an actual measurement calculation device that determines the actual measurement value by relative comparison between the minimum value of the circular shape and the distance between the two light spots, a diameter class calculation device that calculates a diameter class value from the actual measurement value of the captured image, a memory device that records the number and volume of timber tallied for each diameter class, and a display device that displays the calculation results of the diameter class.

本発明の木材切断端面直径の撮像計測方法及び装置は、木材切断端面直径を撮影するだけで実測値との差異が小さく正確に計測でき、径級を仕分けることができ、集計したデータを顧客が保存利用することができる。 The imaging and measuring method and device of the present invention for measuring the diameter of cut ends of wood can measure the diameter of cut ends of wood accurately with little discrepancy from the actual measured value simply by photographing the diameter of the cut ends of wood, can sort the diameter into different grades, and allows customers to store and use the collected data.

本発明の木材切断端面直径の撮像計測装置の作業フロー図である。FIG. 2 is a flow chart showing the operation of the imaging and measuring device for measuring the diameter of a cut end surface of wood according to the

本発明の木材切断端面直径の撮像計測装置の一実施例を以下に説明する。
本発明の木材切断端面直径の撮像計測装置は、伐採した木材を1本ずつ切断円形端面を撮影するカメラと、該カメラに附帯して画像処理上で計測基準となる光を照射する1対の照射装置と、前記カメラにより撮像された画像から欠陥部分を除いて円形状を判断する画像処理装置と、前記撮像画像から重心を求め、重心を中心とした円形状の最小値を求める算出装置と、円形状の最小値と2つの光点間距離との相対比較で実測値を求める実測演算装置と、前記撮像画像の実測値から径級値を演算する径級演算装置と、径級ごとに集計した本数と材積を記録する記憶装置と、前記径級の計算結果を表示する表示装置と、を備えている。
An embodiment of the imaging and measuring device for measuring the diameter of a cut end surface of wood according to the present invention will be described below.
The imaging and measuring device for wood cut end diameter of the present invention comprises a camera that images the cut circular end surface of each felled piece of wood, a pair of illumination devices attached to the camera that illuminate light that serves as a measurement standard for image processing, an image processing device that determines the circular shape of the image captured by the camera by excluding any defective parts, a calculation device that determines the center of gravity from the captured image and the minimum value of the circular shape centered on the center of gravity, an actual measurement calculation device that determines an actual measurement value by relative comparison between the minimum value of the circular shape and the distance between two light points, a diameter class calculation device that calculates a diameter class value from the actual measurement value of the captured image, a memory device that records the number and volume of timber tallied for each diameter class, and a display device that displays the calculation results of the diameter class.

前記カメラは、ハンディータイプの持ち運び可能な撮影機器であり、携帯電話のカメラ機能で代用することもでき、内部にデータ処理機能とデータ送信機能が備わっている。木材切断端面直径を測定する基準となる光を照射する少なくとも1対の照射装置を前記カメラに固定する撮像計測装置を有し、該撮像計測装置と連動して前記基準となる光の照射点と前記木材切断端面を同時に撮像し、これにより得られた画像を処理することで切断円形端面の径を計測する。
一定距離離れた地点から木材の切断円形端部を撮影し、その画像を撮影機器内部で実測値に変換したデータを適宜にクラウドサーバーにアップロードし、離れた地点のパソコン等の径級換算する演算装置にデータをダウンロードする。
The camera is a handy, portable photographing device that can be substituted with the camera function of a mobile phone and has an internal data processing function and data transmission function. An imaging and measuring device is provided in which at least one pair of irradiation devices that irradiate light that is a reference for measuring the diameter of the cut end surface of the wood is fixed to the camera, and the imaging and measuring device simultaneously captures the irradiation point of the reference light and the cut end surface of the wood , and processes the image thus obtained to measure the diameter of the cut circular end surface.
The cut circular end of the wood is photographed from a certain distance away, and the image is converted into actual measurements inside the photography device. The data is then uploaded to a cloud server as appropriate, and the data is downloaded to a calculation device such as a computer at a remote location that converts the diameter class.

前記画像処理装置は、カメラにより撮像された撮像画像の輪郭から欠陥部分を除いて円形状を判断する画像処理を行う。木材切断端面を機械学習による画像解析によって欠陥部分を除外した上で木材切断端面直径を算出することで、測定精度を大きく向上させる。
前記算出装置は、前記画像処理装置により画像処理された円形状から重心を求め、重心を中心とした円形状の最小値を求める。
前記照射装置は、画像処理上で計測基準となる光を照射する1対のレーザー発光モジュールを設ける。木材切断端面を測定する基準となる光を照射して撮像した画像と、照射せずに撮像した画像の両方を処理に用いることで、画像内で照射された光の位置を正確に判断する。前記木材切断端面直径を測定する基準となる光は、レーザー発光モジュールの2つを光が平行になるように設置し、計測対象の木材切断端面に映される2つの光点が、計測対象の木材切断端面との距離によらず一定の間隔を保つことで信頼性の高い長さの基準となる。
The image processing device performs image processing to determine the circular shape from the outline of the image captured by the camera, excluding any defective parts. By calculating the diameter of the cut end face of the wood after excluding the defective parts through image analysis using machine learning, the measurement accuracy is greatly improved.
The calculation device determines a center of gravity from the circular shape image-processed by the image processing device, and determines a minimum value of the circular shape centered on the center of gravity.
The irradiation device is provided with a pair of laser emission modules that irradiate light that serves as a measurement standard in image processing. Both an image captured with and without the light that serves as a reference for measuring the cut end surface of the wood are used in the processing, thereby accurately determining the position of the irradiated light in the image. The light that serves as a reference for measuring the diameter of the cut end surface of the wood is provided by installing two laser emission modules so that the light is parallel, and the two light points reflected on the cut end surface of the wood to be measured maintain a constant distance regardless of the distance from the cut end surface of the wood to be measured, providing a highly reliable length standard.

前記実測演算装置は、円形状の最小値と2つの光点間距離との相対比較で実測値を求め、前記径級演算装置は、前記撮像画像の実測値から径級値を演算する。
前記記憶装置は、前記演算装置から送られてきた演算結果を径級ごとに集計した本数と材積を記録する。
前記表示装置はCRTやモニター画面であり、前記径級の計算結果を表示する。
The actual measurement calculation device obtains an actual measurement value by relative comparison between the minimum value of the circle and the distance between two light spots, and the diameter class calculation device calculates a diameter class value from the actual measurement value of the captured image.
The storage device records the number and volume of timber calculated by each diameter class based on the calculation results sent from the calculation device.
The display device is a CRT or a monitor screen, and displays the results of the diameter class calculation.

前記測定した実測値をクラウドサーバーで保管・管理することでデータの受け渡しを複数の作業者(複数の撮影機器や演算処理装置)間で運用を可能とし、顧客へのデータ転送による管理資料や検収資料などに利用する。 By storing and managing the measured values on a cloud server, data can be exchanged between multiple workers (multiple imaging devices and processing devices), and the data can be transferred to customers for use as management materials and inspection materials.

次に、本発明の木材切断端面直径の撮像計測方法の操作動作を図1の(1)~(4)に説明する。
(1)山林で伐採した木材を平坦な空き地の伐採現場に山積みで並べ、伐採した木材をカメラで1本ずつ木口断面とカメラに附帯したレーザー発光モジュール等の照射装置で照射した2つの光点を撮影する。
(2)木材切断端面を測定する基準となる2つの光を照射して撮像した画像と、照射せずに撮像した画像の両方を解析に用いることで、画像内で照射された2つの光の位置の距離を画像上に記憶させ、計測基準とする。
(3)木材切断端面を機械学習による画像解析(AI)によって直径計測に用いてはいけない欠陥部分(割れ、節など)を除外した上で撮像画像の輪郭から円形状を判断する画像処理を行う。
(4)画像処理された円形状から重心を求め、重心を中心とした円形状の最小値を求め、2つの光点距離との相対比較で実測値を求め、測定した木材の断面に実測値を記載する。
Next, the operation of the method for photographing and measuring the diameter of a cut end surface of wood according to the present invention will be described with reference to (1) to (4) in FIG.
(1) Timber felled in a mountain forest is piled up at a logging site which is a flat, open area, and a camera is used to photograph the cross section of the end of each piece of felled wood as well as two light spots illuminated by an illumination device such as a laser emission module attached to the camera.
(2) By using both an image taken with two lights shining on the wood as a reference for measuring the cut end surface, and an image taken without shining the lights on, the distance between the positions of the two lights shining on the image is stored on the image and used as the measurement reference.
(3) The cut end surface of the wood is subjected to image analysis using machine learning (AI) to remove defects (cracks, knots, etc.) that should not be used for diameter measurement, and then image processing is performed to determine the circular shape from the contour of the captured image.
(4) The center of gravity is determined from the image-processed circular shape, the minimum value of the circular shape centered on the center of gravity is determined, and an actual measurement value is determined by relative comparison with the two light spot distances , and the actual measurement value is recorded on the cross section of the measured wood.

前記計測データの利用を以下の図1の(5)~(12)に説明する。
(5)トラックへの積み込み場所に測定した木材を運搬し撮像画像の計測データを専用のクラウドサーバーにアップロードする。
(6)トラック積み込み作業ごとに木材断面に記載した実測値をクラウドから読み込み実測値を読み込み装置にデータ蓄積し、トラック積み込み作業終了単位で実測値を表示しトラックに積み込んだ現物と照合する。
(7)実測値の記憶と同時に読み込み装置上で径級値を演算する。
(8)径級ごとに集計した本数と材積を表示する。
(9)本数と材積を登録し、撮影した木には直接径級値を記載する。径級値の処理は、14cm以下は1cm刻み、例えば9cm~9.9cmは「9cm」の径級で、また14cmを超えるものは2cm刻み、例えば14cm~15.9cmは「14cm」の径級で、自動換算される。
(10)読み取り装置で顧客先ファイル別に所定の集計及び計算を自動的に行い、登録する。
(11)顧客へ木材を納品する。
(12)顧客は、現品と電子記録を照合し、径級ごとに現品を仕分け保管し、階級ごとに作業指示をする。
このように、本発明は、伐採現場での径級作業を自動化することができ、集計したデータを顧客が電子ファイルで手軽に利用することができるものである。
The use of the measurement data will be explained below with reference to (5) to (12) in FIG.
(5) The measured timber is transported to a loading area for the truck, and the measurement data from the captured images is uploaded to a dedicated cloud server.
(6) For each truck loading operation, the actual measurements recorded on the cross section of the timber are read from the cloud and the data is stored in the device. The actual measurements are then displayed once the truck loading operation is completed and compared with the actual timber loaded onto the truck.
(7) At the same time as storing the actual measured value, the diameter class value is calculated on the reading device.
(8) Display the number of trees and volume totaled by diameter class.
(9) The number and volume of trees are registered, and the diameter class value is entered directly for the trees photographed. The diameter class value is automatically converted into 1 cm increments for trees under 14 cm, for example, 9 cm to 9.9 cm is classified as a "9 cm" diameter class, and 2 cm increments for trees over 14 cm, for example, 14 cm to 15.9 cm is classified as a "14 cm" diameter class.
(10) The reading device automatically performs the specified compilation and calculation for each customer's file and registers it.
(11) Deliver the lumber to the customer.
(12) The customer compares the actual products with the electronic records, sorts and stores the actual products by diameter class, and issues work instructions for each class.
In this way, the present invention can automate the diameter classification process at felling sites, and allows customers to easily use the compiled data in electronic files.

Claims (5)

伐採した木材をカメラで1本ずつ木口断面と前記カメラに附帯した照射装置で照射した2つの光点を撮影し、欠陥部分を画像処理で排除し撮像画像に仮想の輪郭を設定し円形状を判断する画像処理を行い、前記画像処理された円形状から重心を求め、重心を中心とした円形状の最小値を求め、円形状の最小値と2つの光点距離との相対比較で実測値を求め、前記撮像画像の実測値から径級値を演算し、径級ごとに集計した本数と材積を記録することを特徴とする木材切断端面直径の撮像計測方法。 A method for imaging and measuring the diameter of cut end faces of timber, comprising the steps of: photographing the cross section of the end grain of each felled timber tree with a camera and two light spots illuminated by an illumination device attached to the camera; eliminating defective parts through image processing; setting a virtual outline on the captured image and performing image processing to determine the circular shape; determining the center of gravity from the image-processed circular shape; determining the minimum value of the circular shape centered on the center of gravity; determining an actual measurement value by comparing the minimum value of the circular shape with the distance between the two light spots; calculating a diameter class value from the actual measurement value of the captured image; and recording the number and volume of timber tallied for each diameter class. 木材切断端面直径を測定する基準となる光を照射する少なくとも1対の照射装置を前記カメラに固定する撮像計測装置を有し、該撮像計測装置と連動して前記基準となる光の照射点と前記木材切断端面を同時に撮像し、これにより得られた画像を処理することで切断円形端面の径を計測することを特徴とする、請求項1記載の木材切断端面直径の撮像計測方法。 2. The method for imaging and measuring the diameter of a cut end surface of wood as described in claim 1, further comprising an imaging and measuring device for fixing to the camera at least one pair of illumination devices for irradiating light that serves as a reference for measuring the diameter of the cut end surface of wood, and simultaneously imaging the illumination point of the reference light and the cut end surface of wood in conjunction with the imaging and measuring device, and measuring the diameter of the cut circular end surface by processing the image thus obtained. 前記木材切断端面直径を測定する基準となる光は、レーザー発光モジュールの2つを光が平行になるように設置し、計測対象の木材切断端面に映される2つの光点が、計測対象の木材切断端面との距離によらず一定の間隔を保つことで信頼性の高い長さの基準となることを特徴とする、請求項2記載の木材切断端面直径の撮像計測方法。 The method for imaging and measuring the diameter of a cut end surface of wood described in claim 2 is characterized in that the light used as the reference for measuring the diameter of the cut end surface of wood is provided by installing two laser emission modules so that the light is parallel, and the two light points projected onto the cut end surface of the wood to be measured maintain a constant distance regardless of the distance from the cut end surface of the wood to be measured, thereby providing a highly reliable reference for length. 前記木材切断端面の撮像計測において、木材切断端面を測定する基準となる光を照射して撮像した画像と、照射せずに撮像した画像の両方を処理に用いることで、画像内で照射された光の位置を正確に判断することを特徴とする、請求項2記載の木材切断端面直径の撮像計測方法。 The method for imaging and measuring the diameter of a cut end surface of wood described in claim 2 is characterized in that, in the imaging and measuring of the cut end surface of wood, both an image captured by irradiating the cut end surface with light that is a reference for measuring the cut end surface of wood and an image captured without irradiating the cut end surface are used for processing, thereby accurately determining the position of the irradiated light in the image. 伐採した木材を1本ずつ切断円形端面を撮影するカメラと、該カメラに附帯して画像処理上で計測基準となる2つの光点を表示する照射装置と、前記カメラにより撮像された画像から欠陥部分を排除し円形状を判断する画像処理装置と、前記撮像画像から重心を求め、重心を中心とした円形状の最小値を求める算出装置と、円形状の最小値と2つの光点間距離との相対比較で実測値を求める実測演算装置と、前記撮像画像の実測値から径級値を演算する径級演算装置と、径級ごとに集計した本数と材積を記録する記憶装置と、前記径級の計算結果を表示する表示装置と、を備えていることを特徴とする木材切断端面直径の撮像計測装置。 an illumination device attached to the camera and displaying two light spots that serve as measurement standards for image processing; an image processing device that determines the circular shape by eliminating defective parts from the image captured by the camera; a calculation device that determines the center of gravity from the captured image and the minimum value of the circular shape centered on the center of gravity; an actual measurement calculation device that determines the actual measurement value by relative comparison between the minimum value of the circular shape and the distance between the two light spots; a diameter class calculation device that calculates a diameter class value from the actual measurement value of the captured image; a memory device that records the number and volume of timber collected by diameter class; and a display device that displays the calculation results of the diameter class.
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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010008074A1 (en) 2008-07-18 2010-01-21 瀬戸製材株式会社 Wood management system
JP2017040548A (en) 2015-08-19 2017-02-23 平田機工株式会社 Detection method, measurement method, and measurement device

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010008074A1 (en) 2008-07-18 2010-01-21 瀬戸製材株式会社 Wood management system
JP2017040548A (en) 2015-08-19 2017-02-23 平田機工株式会社 Detection method, measurement method, and measurement device

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