JP2022101822A5 - - Google Patents

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JP2022101822A5
JP2022101822A5 JP2020216137A JP2020216137A JP2022101822A5 JP 2022101822 A5 JP2022101822 A5 JP 2022101822A5 JP 2020216137 A JP2020216137 A JP 2020216137A JP 2020216137 A JP2020216137 A JP 2020216137A JP 2022101822 A5 JP2022101822 A5 JP 2022101822A5
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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 apparatus for imaging and measuring the diameter of a cut end face of wood, which can image and measure the diameter of a lumber cut at a logging site, convert the diameter class display, and store and use it as 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 the forestry logging site, the cut wood is cut one by one and the point where the minimum value is seen from the circular end face is measured with a tape measure, etc., 14 cm or less is incremented by 1 cm, for example, 9 cm to 9.9 cm is "9 cm" diameter , Also, those exceeding 14 cm are in increments of 2 cm, for example, 14 cm to 15.9 cm are "14 cm" diameter classes, and the measurement data is recorded on the recording paper and directly on the cut circular end face of the measured wood.
As for the measurement data, the number and volume of wood aggregated for each diameter class are recorded on the delivery slip designated by each company, and the lumber and the delivery slip are delivered as a set to the customer.
The customer compares the actual lumber with the measurement data on the delivery note, sorts and stores the actual lumber 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, there have been known a processor device used to mechanize tree felling and tree building work for harvesting timber resources in forests and producing wood products, and a tree felling and tree building method using such a processor device. (See Patent Document 1).
This well-known technology is a processor device installed in a work vehicle having a movable arm, which holds felled lumber and cuts it into predetermined lengths. a gripping portion disposed in the body portion for gripping a piece of wood; a feeding portion for longitudinally feeding the piece of wood gripped by the gripping portion; a cutting portion for cutting the piece of wood at an adjacent end of the feeding portion; an imaging device that captures an image of a portion of the wood gripped by the gripping portion that extends from the gripping portion along the center line of the gripping portion along the axial direction of the wood in a direction away from a portion adjacent to the gripping portion; A display device arranged on the work vehicle for receiving and displaying image information of wood sent from the image pickup device, and information transmission means for transmitting the image information from the image pickup 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 above-described processor device for felled wood can inspect defective portions of wood based on information captured by an imaging device from another direction in addition to visual observation by the operator. Moreover, it is possible to reliably cut only good parts of wood without defects to obtain wood products with high commercial value.
On the other hand, the present invention captures and measures the diameter of timber cut at the logging site, obtains measurement data that records the number and volume of timber aggregated for each diameter class on the delivery slip specified by each company, and sends the timber and the delivery slip to the customer. This is post-process work that can be handed over as a set.

特開2003-193096号公報Japanese Patent Application Laid-Open No. 2003-193096

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 accurately captures and measures the diameter of a timber cut at a logging site, excluding a portion that is not used for diameter measurement (hereinafter referred to as a "defective portion"), converts the diameter class display, and uses it as measurement data. It is an object of the present invention to provide a method and apparatus for imaging and measuring the diameter of a cut end surface of wood that can be preserved and used.

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つの光点距離を基準とした最小値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。 According to the method of the present invention for measuring the diameter of a cut end surface of wood, a camera is used to photograph the cut end cross section of each piece of felled wood and two light spots irradiated by an irradiation device attached to the camera , and image processing is performed to eliminate defective portions. Then, image processing is performed to determine the circular shape by setting a virtual contour in the captured image, the center of gravity is obtained from the circular shape subjected to the image processing, the minimum value of the circular shape centered on the center of gravity is obtained, and the minimum value of the circular shape is obtained. and the minimum value based on the two light spot distances . be.

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つの光点間距離を基準とした最小値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 the diameter of a cut end face of wood according to the present invention has a camera that captures the cut circular end face of each cut wood piece by piece, and two light spots attached to the camera that serve as measurement references in image processing. an irradiation device, an image processing device that removes defective portions from the image captured by the camera and determines a circular shape, and a calculation device that obtains the center of gravity from the captured image and obtains the minimum value of the circular shape centered on the center of gravity. , an actual measurement calculation device that calculates an actual measurement value by relative comparison between the minimum value of the circular shape and the minimum value based on the distance between the two light points, and a diameter class calculation device that calculates the diameter class value from the actual measurement value of the captured image. , a storage device for recording the total number and volume of wood for each diameter class, and a display device for displaying the calculation result 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 method and apparatus for imaging and measuring the diameter of a cut wood end surface of the present invention can accurately measure the diameter of a cut wood end surface with a small difference from the actual measurement value just by photographing the diameter, and can sort the diameter class. Can be saved and used.

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 work flow diagram of the apparatus for imaging and measuring the diameter of a cut end surface of wood according to the present invention;

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つの光点間距離を基準とした最小値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 apparatus 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 the diameter of a cut end face of wood according to the present invention consists of a camera that captures the cut circular end face of each cut wood piece by piece, and a pair of cameras attached to the camera that irradiates light that serves as a measurement reference in image processing. an irradiation device, an image processing device that determines a circular shape by excluding defective portions from the image captured by the camera, and a calculation device that obtains the center of gravity from the captured image and obtains the minimum value of the circular shape centered on the center of gravity. , an actual measurement calculation device that calculates an actual measurement value by relative comparison between the minimum value of the circular shape and the minimum value based on the distance between the two light points, and a diameter class calculation device that calculates the diameter class value from the actual measurement value of the captured image. , a storage device for recording the total number and volume of wood for each diameter class, and a display device for displaying the calculation result 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-type portable photographing device, which can be substituted with the camera function of a mobile phone, and has a data processing function and a data transmission function inside. It has an imaging measurement device that fixes at least one pair of irradiation devices that irradiate light that serves as a reference for measuring the diameter of the cut end surface of the wood to the camera, and the imaging measurement device is interlocked with the irradiation point of the light that serves as the reference. are imaged at the same time, and the diameter of the cut circular end face is measured by processing the image thus obtained.
Take a picture of the cut circular end of the wood from a certain distance away, convert the image into an actual measurement value inside the shooting device, upload the data to the cloud server as appropriate, and calculate the diameter class conversion of a PC etc. at a distant point. Download data to the device.

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 for determining a circular shape by excluding defective portions from the outline of the captured image captured by the camera. The measurement accuracy is greatly improved by calculating the diameter of the cut end surface of the wood after excluding defective portions through image analysis using machine learning.
The calculation device obtains the center of gravity from the circular shape image-processed by the image processing device, and obtains the minimum value of the circular shape centered on the center of gravity.
The irradiation device is provided with a pair of laser light emitting modules that irradiate light that serves as a measurement reference in image processing. The position of the irradiated light in the image is accurately determined by using both an image captured with light irradiation and an image captured without light irradiation, which serves as a reference for measuring the cut edge of the wood. The light used as a reference for measuring the diameter of the wood cut end surface is obtained by installing two laser light emitting modules so that the light is parallel, and the two light points reflected on the wood cut end surface of the measurement target are the light points of the measurement target. Maintaining a constant distance regardless of the distance from the cut edge of the wood provides a highly reliable standard for length.

前記実測演算装置は、円形状の最小値と2つの光点間距離を基準とした最小値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 the actual measurement value by relative comparison between the minimum value of the circular shape and the minimum value based on the distance between the two light points, and the diameter class calculation device calculates the diameter class from the actual measurement value of the captured image. Calculate values.
The storage device records the number and volume of the calculation results sent from the calculation device for each diameter class.
The display device is a CRT or a monitor screen, and displays the calculation result of the diameter class.

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 in the cloud server, it is possible to transfer data between multiple workers (multiple shooting equipment and arithmetic processing units), and transfer data to customers for management materials and acceptance inspection Used for materials, etc.

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つの光点距離を基準とした最小値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 operating operation of the method for measuring the diameter of the cut end surface of wood according to the present invention will be described with reference to (1) to (4) of FIG.
(1) Timbers felled in the forest are arranged in piles at a logging site in a flat, vacant land, and two light spots irradiated by an irradiation device such as a laser light emitting module attached to the camera and a cross section of the cut wood one by one with a camera. to shoot.
(2) By using both an image captured by irradiating two lights and an image captured without irradiating, which is a reference for measuring the cut edge of the wood, it is possible to determine the difference between the two lights in the image. The distance of the position is stored on the image and used as a measurement standard.
(3) Perform image processing to determine the circular shape from the contour of the captured image after excluding defective parts (cracks, knots, etc.) that should not be used for diameter measurement by image analysis (AI) using machine learning on the cut edge of the wood. .
(4) Obtain the center of gravity from the image-processed circular shape, obtain the minimum value of the circular shape centered on the center of gravity , obtain the measured value by relative comparison with the minimum value based on the two light spot distances, and measure. Record the measured value on the cross section of the 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 in (5) to (12) of FIG. 1 below.
(5) Transport the measured lumber to the loading location on the truck and upload the measurement data of the captured image to the dedicated cloud server.
(6) Read the measured values written on the cross section of the lumber from the cloud for each truck loading operation, store the measured values in the reading device, display the measured values at the end of the truck loading operation, and compare them with the actual products loaded on the truck.
(7) Simultaneously with storing the measured values, the diameter class values are calculated on the reading device.
(8) Display the total number and volume of wood for each diameter class.
(9) Register the number and volume of trees , and write the diameter class value directly on the photographed trees. The diameter class value is processed in 1 cm increments for 14 cm or less, for example, 9 cm to 9.9 cm is "9 cm" diameter class, and for those exceeding 14 cm, 2 cm increments, for example, 14 cm to 15.9 cm is "14 cm" diameter class. is automatically converted.
(10) A reading device automatically performs predetermined totalization and calculation for each customer file, and registers them.
(11) Deliver lumber to the customer.
(12) The customer compares the actual product with the electronic record, sorts and stores the actual product by diameter class, and issues work instructions for each class.
In this way, the present invention can automate the diameter classification work at the logging site, and the customer can easily use the aggregated data as an electronic file.

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つの光点距離を基準とした最小値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 camera is used to photograph the cut end cross section of each felled timber and the two light spots irradiated by the irradiation device attached to the camera. Defective parts are eliminated by image processing, and a virtual outline is set in the captured image to create a circular shape. Perform image processing for determination, obtain the center of gravity from the image-processed circular shape, obtain the minimum value of the circular shape centered on the center of gravity , and calculate the minimum value of the circular shape and the minimum value based on the distance between the two light points. , calculating the diameter class value from the measured value of the captured image, and recording the total number and volume 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、撮像計測装置と連動して前記基準となる光の照射点とを同時に撮像し、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、請求項記載の木材切断端面直径の撮像計測方法。 It has an imaging measurement device that fixes at least one pair of irradiation devices that irradiate light that serves as a reference for measuring the diameter of the cut end face of the wood to the camera, and the imaging measurement device is interlocked with the irradiation point of the light that serves as the reference. 2. A method for measuring the diameter of a cut end face of wood according to claim 1 , wherein the diameter of the cut circular end face is measured by simultaneously imaging and processing the obtained image. 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、請求項記載の木材切断端面直径の撮像計測方法。 The light used as a reference for measuring the diameter of the wood cut end surface is obtained by installing two laser light emitting modules so that the light is parallel, and the two light points reflected on the wood cut end surface of the measurement target are the light points of the measurement target. 3. The method of imaging and measuring the diameter of a cut end face of wood according to claim 2 , wherein a constant interval is maintained regardless of the distance from the cut end face of the wood, thereby providing a highly reliable reference for the 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、請求項記載の木材切断端面直径の撮像計測方法。 In the imaging measurement of the wood cut end surface, by using both an image captured by irradiating light as a reference for measuring the wood cut end surface and an image captured without irradiation for processing, 3. The method for imaging and measuring the diameter of a cut wood surface according to claim 2 , wherein the position of the light is accurately determined. 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つの光点間距離を基準とした最小値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。 A camera that captures the circular end faces of cut wood one by one, an irradiation device attached to the camera that displays two light spots that serve as measurement standards in image processing, and defects from images captured by the camera. An image processing device that eliminates a portion and determines a circular shape, a calculation device that obtains the center of gravity from the captured image and obtains the minimum value of the circular shape centered on the center of gravity, the minimum value of the circular shape and the distance between two light points A measurement calculation device that obtains the actual measurement value by relative comparison with the minimum value based on the above, a diameter class calculation device that calculates the diameter class value from the actual measurement value of the captured image, and records the number and volume of wood aggregated for each diameter class. and a display device for displaying the calculation result of the diameter class.
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