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JP2003156330A - Airborne topography-measuring apparatus and method - Google Patents

Airborne topography-measuring apparatus and method

Info

Publication number
JP2003156330A
JP2003156330A JP2001357961A JP2001357961A JP2003156330A JP 2003156330 A JP2003156330 A JP 2003156330A JP 2001357961 A JP2001357961 A JP 2001357961A JP 2001357961 A JP2001357961 A JP 2001357961A JP 2003156330 A JP2003156330 A JP 2003156330A
Authority
JP
Japan
Prior art keywords
aircraft
information
laser
scanner
line sensor
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP2001357961A
Other languages
Japanese (ja)
Inventor
Yoshihiro Asakawa
義博 浅川
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NEC Corp
Original Assignee
NEC Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by NEC Corp filed Critical NEC Corp
Priority to JP2001357961A priority Critical patent/JP2003156330A/en
Publication of JP2003156330A publication Critical patent/JP2003156330A/en
Pending legal-status Critical Current

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  • Image Analysis (AREA)
  • Processing Or Creating Images (AREA)
  • Image Processing (AREA)
  • Optical Radar Systems And Details Thereof (AREA)

Abstract

PROBLEM TO BE SOLVED: To simultaneously acquire information about the height, reflection intensity, and colors, and to process data that are related to position coordinates obtained by laser measurement. SOLUTION: There are provided a laser sensor 1, a line sensor camera 2, an attitude angle sensor 4, a GPS 5, a control means 21 for controlling the laser sensor 1, the line sensor camera 2, and a scanner 3, a data-recording means 22 for recording measured data, and a data-processing means 23 for processing the measured data. The data processing means 23 performs data processing on aircraft position information 6 by the GPS 5, aircraft oscillation information 7 by the posture angle sensor 4, laser ranging value 8 and reflected intensity information 10 by the laser sensor 1, a scanner scanning angle 9 by the scanner 3, color information 11 by the line sensor camera 2 for superimposing as the information on the coordinates position of a point, where height information 17, the reflection intensity information 10, and the color information 11 are measured.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は、地形計測装置に関
し、特にレーザセンサとラインセンサカメラを航空機に
搭載する航空機搭載地形計測装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a landform measuring apparatus, and more particularly to an airborne landform measuring apparatus for mounting a laser sensor and a line sensor camera on an aircraft.

【0002】[0002]

【従来の技術】固定翼機或いはヘリコプターといった航
空機にレーザセンサを搭載して地形計測を行なうこと
は、特開平11−6731号公報や特開平11−232
63号公報でこれまでも実施されて来た。しかし、これ
までのレーザセンサだけでは高さ情報しか得ることがで
きないものであった。
2. Description of the Related Art It is known to mount a laser sensor on an aircraft such as a fixed wing aircraft or a helicopter to measure the terrain.
No. 63 bulletin has been implemented so far. However, only the laser sensor used so far can obtain only height information.

【0003】近年、この高さ情報に航空写真に代表され
る画像(色)の情報等を重畳させる需要が高まってお
り、これまでの方式では、ステレオ写真から高さを読み
取る或いは、レーザセンサとは別に特開平11−232
63号公報のようにビデオカメラで撮影された画像デー
タにレーザで計測した位置高さ情報を重畳するといった
時間の掛かる作業を経て画像情報と高さ情報の重畳が行
なわれてきた。
In recent years, there has been an increasing demand for superimposing image (color) information represented by aerial photographs on this height information. In the conventional methods, the height is read from a stereo photograph or a laser sensor is used. Separately from JP-A-11-232
As described in Japanese Patent No. 63, the image information and the height information have been superimposed through a time-consuming work such as superimposing position height information measured by a laser on image data captured by a video camera.

【0004】また、特開平11−23263号公報では
レーザの反射強度情報も取得して送電線や樹木の判別に
使用しているが、本発明のように反射強度情報をアクテ
ィブな近赤外画像という扱いで使用しているものではな
い。
Further, in Japanese Patent Laid-Open No. 11-23263, the reflection intensity information of the laser is also obtained and used for the discrimination of the power transmission line and the tree. However, as in the present invention, the reflection intensity information is used as an active near infrared image. It is not used in the treatment.

【0005】[0005]

【発明が解決しようとする課題】本発明では、レーザセ
ンサとラインセンサカメラを同時に搭載したセンサにお
いて、航空機で飛行しながらレーザセンサでの高さ情報
及びこれに同期して取得できる反射強度情報とラインセ
ンサカメラによる色情報とを同時に取得することで、高
さ情報、反射強度情報、色情報を同時に取得し、各情報
をレーザ計測で得られた位置座標に関連付けたデータと
して迅速に処理できる航空機搭載地形計測装置を提供す
ることを課題とする。
DISCLOSURE OF THE INVENTION According to the present invention, in a sensor equipped with a laser sensor and a line sensor camera at the same time, height information at the laser sensor while flying in an aircraft and reflection intensity information that can be acquired in synchronization with the height information are obtained. An aircraft that can acquire height information, reflection intensity information, and color information at the same time by simultaneously acquiring color information from a line sensor camera, and quickly process each information as data associated with the position coordinates obtained by laser measurement. An object is to provide an onboard terrain measurement device.

【0006】[0006]

【課題を解決するための手段】上記の課題を解決するた
めに、請求項1に係わる航空機搭載地形計測装置の発明
は、スキャナを用いてレーザ光を走査させるレーザセン
サと、受光素子が配列されたラインセンサを用いたライ
ンセンサカメラと、を備え、前記レーザセンサは、前記
ラインセンサカメラの画角と同一範囲を走査して航空機
から地上面までのレーザ測距値と前記地上面からの反射
強度情報と前記スキャナによるスキャナ走査角度を計測
し、前記ラインセンサカメラは、前記スキャナの走査周
波数に同期して前記地上面からの色情報を計測すること
を特徴とする。
In order to solve the above-mentioned problems, the invention of an aircraft-mounted terrain measuring apparatus according to claim 1 is such that a laser sensor for scanning a laser beam using a scanner and a light receiving element are arranged. And a line sensor camera using a line sensor, wherein the laser sensor scans the same range as the angle of view of the line sensor camera to measure the laser distance from the aircraft to the ground surface and the reflection from the ground surface. Intensity information and a scanner scanning angle by the scanner are measured, and the line sensor camera measures color information from the ground plane in synchronization with a scanning frequency of the scanner.

【0007】また、請求項2に係わる航空機搭載地形計
測装置の発明は、スキャナを用いてレーザ光を走査させ
るレーザセンサと、受光素子が配列されたラインセンサ
を用いたラインセンサカメラと、航空機の機体の角度を
測定する姿勢角センサと、アンテナと受信機を含むGP
Sと、前記レーザセンサ、前記ラインセンサカメラ、前
記スキャナを制御する制御手段と、前記レーザセンサ、
前記ラインセンサカメラ、前記スキャナ、前記姿勢角セ
ンサ、前記GPSからの計測データを記録するデータ記
録手段と、前記計測データを処理するデータ処理手段
と、を備え、前記GPSが、前記航空機の航空機位置情
報を計測し、前記姿勢角センサが、前記航空機の航空機
動揺情報を計測し、前記レーザセンサが、前記航空機か
ら地上面までの距離を表すレーザ測距値及び前記地上面
からの反射強度情報を計測し、前記スキャナが、スキャ
ナ走査角度を計測し、前記ラインセンサカメラが、前記
地上面からの色情報を計測し、前記データ処理手段が、
前記航空機位置情報、前記航空機動揺情報、前記レーザ
測距値、前記スキャナ走査角度から求めた高さ情報と、
前記反射強度情報と、前記色情報と、を計測した地点の
座標位置の情報として重畳させることを特徴とする。
Further, the invention of an aircraft mounted terrain measuring apparatus according to claim 2 is a laser sensor for scanning a laser beam using a scanner, a line sensor camera using a line sensor in which light receiving elements are arranged, and an aircraft Attitude angle sensor that measures the angle of the aircraft, GP including antenna and receiver
S, the laser sensor, the line sensor camera, control means for controlling the scanner, the laser sensor,
The line sensor camera, the scanner, the attitude angle sensor, a data recording unit for recording measurement data from the GPS, and a data processing unit for processing the measurement data, wherein the GPS is the aircraft position of the aircraft. Information is measured, the attitude angle sensor measures aircraft motion information of the aircraft, the laser sensor, a laser ranging value representing the distance from the aircraft to the ground surface and the reflection intensity information from the ground surface. Measurement, the scanner measures the scanner scanning angle, the line sensor camera measures the color information from the ground plane, the data processing means,
The aircraft position information, the aircraft motion information, the laser distance measurement value, the height information obtained from the scanner scanning angle,
It is characterized in that the reflection intensity information and the color information are superimposed as information on the coordinate position of the measured point.

【0008】さらに、請求項3に係わる航空機搭載地形
計測装置の発明は、前記請求項1または前記請求項2に
記載の前記レーザセンサと前記ラインセンサカメラと
が、前記スキャナで走査されるスキャン面と前記ライン
センサカメラの画角の平面とが平行になるように配置さ
れ、前記スキャナの回転軸と前記ラインセンサカメラの
画角の中心とが直線上に配置されることを特徴とする。
Further, the invention of an aircraft mounted terrain measuring apparatus according to a third aspect is a scan surface in which the laser sensor and the line sensor camera according to the first or the second aspect are scanned by the scanner. And the plane of view angle of the line sensor camera are arranged in parallel with each other, and the rotation axis of the scanner and the center of view angle of the line sensor camera are arranged on a straight line.

【0009】さらに、請求項4に係わる航空機搭載地形
計測装置の発明は、前記請求項1または前記請求項2に
記載の前記レーザセンサが、前記レーザ光を前記航空機
の進行方向と垂直に前記スキャナで走査しながら前記航
空機から前記地上面までのレーザ測距値及び前記地上面
からの反射強度情報を計測し、前記ラインセンサカメラ
が、前記レーザ光の走査と同期したフレームレートで前
記レーザセンサによる計測と同時に前記色情報を計測す
ることを特徴とする。
Further, in the invention of an aircraft-mounted terrain measuring apparatus according to a fourth aspect, the laser sensor according to the first or the second aspect is arranged so that the laser beam is perpendicular to the traveling direction of the aircraft. While measuring the laser ranging value from the aircraft to the ground surface and the reflection intensity information from the ground surface while scanning, the line sensor camera, by the laser sensor at a frame rate synchronized with the scanning of the laser light. The color information is measured simultaneously with the measurement.

【0010】さらに、請求項5に係わる航空機搭載地形
計測装置の発明は、前記請求項2に記載の前記航空機位
置情報と、前記航空機動揺情報と、前記レーザ測距値
と、前記反射強度情報と、前記スキャナ走査角度と、前
記色情報とが、同時に計測されることを特徴とする。
Further, the invention of an aircraft-mounted terrain measuring apparatus according to claim 5 is the aircraft position information according to claim 2, the aircraft motion information, the laser distance measurement value, and the reflection intensity information. The scanner scanning angle and the color information are simultaneously measured.

【0011】さらに、請求項6に係わる航空機搭載地形
計測方法の発明は、スキャナを用いてレーザ光を走査さ
せるレーザセンサと、受光素子が配列されたラインセン
サを用いたラインセンサカメラと、を用いる航空機搭載
地形計測方法であって、前記レーザセンサが計測するレ
ーザ測距値と前記スキャナによるスキャナ走査角度を基
に、航空機を基準原点とした前記レーザ測距値での計測
地点の座標を演算するステップと、前記座標に対して、
前記航空機に備えるGPSが計測する航空機位置情報と
前記航空機に備える姿勢角センサが計測する航空機動揺
情報とを使用して前記計測地点の絶対位置座標を求め、
前記レーザ測距値による前記計測地点のX、Y、Z座標
を求めるステップと、前記ラインセンサカメラが計測す
る色情報に関し、前記レーザ測距値を計測した際の前記
スキャナ走査角度に対応する前記ラインセンサカメラの
画素を割り当てるステップと、前記レーザ測距値を計測
する際に前記レーザセンサで計測される反射強度情報及
び前記色情報が前記レーザ測距値から求められる前記計
測地点のX、Y座標に関連付けられるステップと、前記
計測地点のX、Y座標に、前記計測地点のZ座標である
高さ情報、前記反射強度情報、前記色情報を重畳させる
ステップと、を備えることを特徴とする。
Further, the invention of an onboard terrain measurement method according to claim 6 uses a laser sensor for scanning a laser beam using a scanner, and a line sensor camera using a line sensor in which light receiving elements are arranged. A method for measuring landforms mounted on an aircraft, wherein coordinates of a measurement point at the laser distance measurement value with an aircraft as a reference origin are calculated based on a laser distance measurement value measured by the laser sensor and a scanner scanning angle by the scanner. Step and for the coordinates,
Using the aircraft position information measured by the GPS provided in the aircraft and the aircraft motion information measured by the attitude angle sensor provided in the aircraft, the absolute position coordinates of the measurement point are obtained.
A step of obtaining X, Y, Z coordinates of the measurement point based on the laser distance measurement value; and color information measured by the line sensor camera, which corresponds to the scanner scanning angle when the laser distance measurement value is measured. Allocating pixels of a line sensor camera, and X, Y of the measurement point at which the reflection intensity information and the color information measured by the laser sensor when measuring the laser distance measurement value are obtained from the laser distance measurement value. A step of associating with the coordinates, and a step of superimposing the height information, which is the Z coordinate of the measurement point, the reflection intensity information, and the color information on the X and Y coordinates of the measurement point. .

【0012】また、請求項7に係わる航空機搭載地形計
測方法の発明は、前記請求項6に記載の前記計測地点の
X、Y座標に関連付けられた前記色情報を処理し、オル
ソ画像としての可視画像を得ることを特徴とする。
According to a seventh aspect of the invention of an aircraft-mounted terrain measurement method, the color information associated with the X and Y coordinates of the measurement point according to the sixth aspect is processed to make a visible ortho image. Characterized by obtaining an image.

【0013】[0013]

【発明の実施の形態】《発明の概要》最初に、本発明の
概要について説明する。本発明では、固定翼機やヘリコ
プターといった航空機に一次元走査型の高繰り返しレー
ザセンサ及びラインセンサカメラを搭載し、飛行しなが
らレーザセンサによる高さ情報、反射強度情報及びライ
ンセンサカメラによる色情報を同時に取得することがで
きる。飛行中の航空機の絶対位置及び動揺は、GPS及
び姿勢角センサを用いて検出する。GPSと姿勢角セン
サにより検出された航空機の絶対位置を基にレーザセン
サのデータから計測した地上の絶対位置及び高さを求め
ることができ、この地上の絶対位置に反射強度情報及び
色情報を容易に重畳させることができる。このように、
各情報を同時に取得し、容易なデータ処理で高さ、反射
強度、色の各情報を使った三次元の画像を作成できるこ
と、また、反射強度は近赤外の反射率の違いを得るもの
で、樹木などの植生物と人工的な建造物を反射率の違い
で判別することができ、色情報と併せることで、三次元
画像化するだけでなく、その画像の情報から植生物や構
造物が判別できることを特徴とする。
DESCRIPTION OF THE PREFERRED EMBODIMENTS << Outline of the Invention >> First, an outline of the present invention will be described. In the present invention, a one-dimensional scanning type high repetition laser sensor and a line sensor camera are mounted on an aircraft such as a fixed wing aircraft and a helicopter, and height information by a laser sensor, reflection intensity information and color information by a line sensor camera are provided while flying. Can be acquired at the same time. The absolute position and sway of the aircraft in flight is detected using GPS and attitude angle sensors. The absolute position and height on the ground measured from the data of the laser sensor can be obtained based on the absolute position of the aircraft detected by GPS and the attitude angle sensor, and the reflection intensity information and the color information can be easily obtained on the absolute position on the ground. Can be superimposed on. in this way,
It is possible to obtain each information at the same time and to create a three-dimensional image using height, reflection intensity, and color information with easy data processing. It is possible to distinguish between vegetation such as trees and artificial structures by the difference in reflectance, and by combining it with color information, not only a three-dimensional image but also vegetation and structures from the image information Is characterized in that

【0014】《発明の原理》この発明の原理図を図1に
示す。レーザセンサ1とスキャナ3とラインセンサカメ
ラ2と姿勢角センサ4とGPS5(これらをセンサと呼
ぶことがある)を使用し、航空機位置情報6、航空機動
揺情報7、レーザ測距値8、スキャナ走査角度9、反射
強度情報10、色情報11を取得(計測)する。
<< Principle of the Invention >> FIG. 1 shows the principle of the present invention. Using a laser sensor 1, a scanner 3, a line sensor camera 2, an attitude angle sensor 4, and a GPS 5 (these may be referred to as sensors), aircraft position information 6, aircraft motion information 7, laser distance measurement value 8, scanner scanning The angle 9, the reflection intensity information 10, and the color information 11 are acquired (measured).

【0015】レーザセンサ1は、出力するレーザ光16
をスキャナ3により一次元走査し、ラインセンサカメラ
2の画角12と同一範囲のスキャナ走査範囲13の範囲
をレーザ光16を走査することで地上面14までの距離
であるレーザ測距値8を計測し、さらに地上面14から
の反射強度情報10を計測する。レーザ測距値8と反射
強度情報10と同時にその計測時のスキャナ走査角度9
のデータを取得する。
The laser sensor 1 outputs laser light 16
Is one-dimensionally scanned by the scanner 3 and the laser beam 16 is scanned in the scanner scanning range 13 which is the same range as the angle of view 12 of the line sensor camera 2 to obtain a laser distance measurement value 8 which is a distance to the ground surface 14. The measurement is performed, and the reflection intensity information 10 from the ground surface 14 is also measured. At the same time as the laser distance measurement value 8 and the reflection intensity information 10, the scanner scanning angle 9 at the time of the measurement
Get the data of.

【0016】ラインセンサカメラ2は、スキャナ3の走
査周波数に同期して、地上面14からの情報として色情
報11を取得する。また、航空機位置情報6はGPS5
で、航空機動揺情報7は姿勢角センサ4でそれぞれ取得
する。取得された航空機位置情報6と航空機動揺情報7
とレーザ測距値8とスキャナ走査角度9によりレーザセ
ンサ1で計測した地点の位置高さ情報(つまり、図3に
示されるX、Y、Z座標)を求めることができ、その位
置情報(つまり、図3に示されるX、Y座標)に対して
反射強度情報10と色情報11を重畳させることができ
る。
The line sensor camera 2 acquires the color information 11 as information from the ground surface 14 in synchronization with the scanning frequency of the scanner 3. The aircraft position information 6 is GPS5.
Then, the aircraft motion information 7 is acquired by the attitude angle sensor 4, respectively. Acquired aircraft position information 6 and aircraft motion information 7
Based on the laser distance measurement value 8 and the scanner scanning angle 9, the position height information (that is, the X, Y, Z coordinates shown in FIG. 3) of the point measured by the laser sensor 1 can be obtained, and the position information (that is, the position information) , X- and Y-coordinates shown in FIG. 3), the reflection intensity information 10 and the color information 11 can be superimposed.

【0017】センサヘッド部19内ではレーザセンサ1
がスキャナ3で走査されるスキャン面とラインセンサカ
メラ2の画角12の平面が平行になるように、また、ス
キャナ3の回転軸とラインセンサカメラ2の画角12の
中心が直線上に並ぶように各センサを配置する。こうす
ることでスキャナ走査範囲13(図1、図3参照)でレ
ーザ光16が走査されてレーザ測距値8を得る地上面上
ラインとラインセンサカメラ2で取得される色情報11
を得る地上面上ラインを平行にし、且つ走査方向に同じ
範囲で計測することができる。
In the sensor head portion 19, the laser sensor 1
So that the scan surface scanned by the scanner 3 is parallel to the plane of the field angle 12 of the line sensor camera 2, and the rotation axis of the scanner 3 and the center of the field angle 12 of the line sensor camera 2 are aligned on a straight line. Each sensor is arranged as follows. By doing so, the laser beam 16 is scanned in the scanner scanning range 13 (see FIGS. 1 and 3) to obtain the laser distance measurement value 8 and the color information 11 acquired by the line sensor camera 2.
It is possible to make the lines on the ground plane parallel to each other and to measure in the same range in the scanning direction.

【0018】センサヘッド部19を航空機下部に地上面
14に向けて配置することで、航空機が飛行することに
より三次元のデータとして取得することができる。航空
機の飛行による機体の絶対位置(航空機位置情報6)及
び動揺(航空機動揺情報7)はGPS5と姿勢角センサ
4で取得する。計測終了後に航空機内部に配置される制
御部20(図2参照)内のデータ記録部22から各セン
サのデータを取り出し、データ処理装置23で高さ情報
17(図4、5参照)で示す三次元地形形状データ及び
それに重畳された反射強度情報10と色情報11を得る
ことができる。つまり、三次元地形の情報15が得られ
る。
By arranging the sensor head portion 19 at the lower part of the aircraft toward the ground surface 14, it is possible to obtain three-dimensional data as the aircraft flies. The GPS 5 and the attitude angle sensor 4 acquire the absolute position (aircraft position information 6) and the motion (aircraft motion information 7) of the airframe due to the flight of the aircraft. After the measurement is completed, the data of each sensor is taken out from the data recording unit 22 in the control unit 20 (see FIG. 2) arranged inside the aircraft, and the tertiary data shown in the height information 17 (see FIGS. 4 and 5) by the data processing device 23. The original terrain shape data and the reflection intensity information 10 and the color information 11 superimposed on the original terrain shape data can be obtained. That is, the three-dimensional topographical information 15 is obtained.

【0019】《実施形態の構成》図2は本発明の実施形
態の構成である。大きく分けてセンサヘッド部19、制
御部20、データ処理装置23及びGPS5から構成さ
れる。
<< Structure of Embodiment >> FIG. 2 shows the structure of an embodiment of the present invention. It is roughly divided into a sensor head unit 19, a control unit 20, a data processing device 23, and a GPS 5.

【0020】センサヘッド部19は、一次元走査型の高
繰り返しレーザセンサ1、受光素子が直線上に配列され
たラインセンサを使用したラインセンサカメラ2、レー
ザ光16を一次元スキャンさせるスキャナ3、ロール角
とピッチ角と方位角など航空機の機体の角度を計測する
姿勢角センサ4が配置され、地上面14に向けて航空機
に搭載される。
The sensor head unit 19 includes a one-dimensional scanning type high repetition laser sensor 1, a line sensor camera 2 using a line sensor having light receiving elements arranged in a straight line, a scanner 3 for one-dimensionally scanning a laser beam 16, An attitude angle sensor 4 for measuring angles of the aircraft body such as a roll angle, a pitch angle, and an azimuth angle is arranged and mounted on the aircraft toward the ground surface 14.

【0021】制御部20は、レーザセンサ1と、ライン
センサカメラ2とスキャナ3の制御を行なう制御ユニッ
ト21(制御手段)と、レーザセンサ1とラインセンサ
カメラ2とスキャナ3と姿勢角センサ4とGPS5とで
取得される計測データを記録するデータ記録部22(デ
ータ記録手段)から構成され、航空機内部に配置され
る。
The control unit 20 includes a laser sensor 1, a control unit 21 (control means) for controlling the line sensor camera 2 and the scanner 3, a laser sensor 1, a line sensor camera 2, a scanner 3 and an attitude angle sensor 4. It is composed of a data recording unit 22 (data recording means) for recording the measurement data acquired by the GPS 5 and is arranged inside the aircraft.

【0022】データ処理装置23(データ処理手段)
は、地上に配置され、データ記録部22で記録された計
測データの三次元処理を行う。データ処理装置23は、
必要に応じて航空機の内部に配置してもよいし、機能を
分割して地上と航空機内部それぞれに配置してもよい。
体積や重量に余裕があれば、航空機内部への配置は容易
である。
Data processing device 23 (data processing means)
Is placed on the ground and performs three-dimensional processing of the measurement data recorded by the data recording unit 22. The data processing device 23
It may be placed inside the aircraft as necessary, or the functions may be divided and placed on the ground and inside the aircraft.
If there is enough volume and weight, it can be easily placed inside the aircraft.

【0023】GPS5は、GPS衛星電波を受信するた
め航空機上部に取り付けられるGPSアンテナ部とGP
S受信機とを含んで構成されるものである。
The GPS 5 has a GPS antenna section mounted on the upper part of the aircraft and a GP for receiving GPS satellite radio waves.
And an S receiver.

【0024】《実施形態の動作》図3に本装置の主要構
成品であるセンサヘッド部19と制御部20を航空機
(図3ではヘリコプターで記載しているが、以下、航空
機として説明する)に搭載し、地上面14を計測するイ
メージ図を示す。図4は取得データ(計測データ)の処
理フロー、図5は二次元平面座標上に各情報を重畳した
重畳図である。
<< Operation of the Embodiment >> FIG. 3 shows a sensor head unit 19 and a control unit 20, which are the main components of the present apparatus, for an aircraft (in FIG. 3, a helicopter is shown, but the following description will be made as an aircraft). The image figure which mounts and measures the ground surface 14 is shown. FIG. 4 is a processing flow of acquired data (measurement data), and FIG. 5 is a superposition diagram in which each information is superposed on two-dimensional plane coordinates.

【0025】航空機下部に配置されたセンサヘッド部1
9ではレーザセンサ1より出力されるレーザ光16を航
空機の進行方向(図3に示すY軸方向)と垂直にスキャ
ナ3で走査しながら地上面14までのレーザ測距値8及
び反射強度情報10(地上面14に照射されたレーザ光
16の反射強度)を取得し、ラインセンサカメラ2は、
レーザ光16の走査と同期したフレームレートでレーザ
センサ1による取得データと同時に色情報11を地上面
14からの情報として取得する。
The sensor head portion 1 arranged at the lower part of the aircraft
In 9, the laser beam 16 output from the laser sensor 1 is scanned by the scanner 3 in a direction perpendicular to the traveling direction of the aircraft (Y-axis direction shown in FIG. 3), and the laser distance measurement value 8 and the reflection intensity information 10 to the ground surface 14 are measured. (The reflection intensity of the laser beam 16 applied to the ground surface 14) is acquired, and the line sensor camera 2
At the same time as the data acquired by the laser sensor 1, the color information 11 is acquired as information from the ground surface 14 at a frame rate synchronized with the scanning of the laser light 16.

【0026】センサヘッド部19に搭載されるレーザセ
ンサ1、ラインセンサカメラ2は、共に一次元のライン
上のデータを取得するが、本発明の装置全体としては航
空機が進行方向に飛行することで、二次元平面上の情報
として取得することができる。センサヘッド部19と制
御及びその取得データを記録する制御部20とは、航空
機の機内に配置され、制御部20内にある制御ユニット
21で、センサヘッド部19のレーザセンサ1、ライン
センサカメラ2、スキャナ3等の各センサの動作を制御
する。航空機が飛行中の動揺(つまり、航空機動揺情報
7)の検出は姿勢角センサ4で、航空機の絶対位置(つ
まり、航空機位置情報6)は航空機上部に配置されるG
PS5で取得する。
The laser sensor 1 and the line sensor camera 2 mounted on the sensor head unit 19 both acquire data on a one-dimensional line. However, as the entire apparatus of the present invention, the aircraft flies in the traveling direction. , Can be obtained as information on a two-dimensional plane. The sensor head unit 19 and the control unit 20 for recording the control and the acquired data are a control unit 21 disposed inside the aircraft and inside the control unit 20, and the laser sensor 1 and the line sensor camera 2 of the sensor head unit 19 are provided. , And controls the operation of each sensor such as the scanner 3. The attitude angle sensor 4 is used to detect the sway (that is, the aircraft sway information 7) while the aircraft is in flight, and the absolute position (that is, the aircraft position information 6) of the aircraft is arranged on the upper part of the aircraft.
Acquire with PS5.

【0027】各センサから取得された図1に示す航空機
位置情報6、航空機動揺情報7、レーザ測距値8、スキ
ャナ走査角度9、反射強度情報10、色情報11(これ
らをまとめて、取得データまたは計測データと呼ぶ)
は、図2に示す制御部20内のデータ記録部22に記録
される。
The aircraft position information 6, the aircraft motion information 7, the laser ranging value 8, the scanner scanning angle 9, the reflection intensity information 10, and the color information 11 shown in FIG. Or called measurement data)
Is recorded in the data recording unit 22 in the control unit 20 shown in FIG.

【0028】計測データは、図2に示すように航空機に
搭載する機器とは別に地上に配置されるデータ処理装置
23で図4に示す処理フローのように処理が行われる。
まず、レーザ測距値8とスキャナ走査角度9を基に航空
機を基準原点としたレーザ測距値8での計測地点の座標
を求める(S1)。この座標値に対して、航空機位置情
報6と航空機動揺情報7を使用することで計測地点の絶
対位置座標(例えば、経度(E)、緯度(N)、高度
(H))を求めることができ、この時点でレーザ測距値
8による計測地点のX、Y座標及び高さ情報17である
Z座標を求める(S2)ことができる。
As shown in FIG. 2, the measurement data is processed by the data processing device 23 arranged on the ground separately from the equipment mounted on the aircraft as shown in the processing flow shown in FIG.
First, based on the laser distance measurement value 8 and the scanner scanning angle 9, the coordinates of the measurement point at the laser distance measurement value 8 with the aircraft as the reference origin are obtained (S1). The absolute position coordinates (for example, longitude (E), latitude (N), altitude (H)) of the measurement point can be obtained by using the aircraft position information 6 and the aircraft motion information 7 for these coordinate values. At this point, the X and Y coordinates of the measurement point by the laser distance measurement value 8 and the Z coordinate which is the height information 17 can be obtained (S2).

【0029】反射強度情報10も色情報11と同様の処
理を行うことができるが、反射強度情報10の特徴はレ
ーザ光16の反射強度を取得しているため、ラインセン
サカメラ2のような可視画像で現れる影の影響を受け
ず、また、夜でもアクティブ近赤外画像として取得でき
る点にある。
The reflection intensity information 10 can be processed in the same manner as the color information 11, but the feature of the reflection intensity information 10 is that the reflection intensity of the laser beam 16 is acquired, so that it is visible like the line sensor camera 2. It is not affected by the shadow that appears in the image, and can be acquired as an active near-infrared image even at night.

【0030】色情報11に関しては、レーザ測距値8を
取得した際のスキャナ走査角度9を基に、その角度に対
応するラインセンサカメラ2の画素を割り当て、その座
標上の色情報11とする(S3)。反射強度情報10
は、レーザ測距値8を取得する際に同じレーザセンサ1
で取得されるデータであり、レーザ測距値8から求めら
れる計測地点のX、Y座標に関連づけられ(S4)、高
さ情報17(Z座標)と共に1対1で対応する情報であ
る。同時に、色情報11も計測地点のX、Y座標に関連
付けられる(S4)。(つまり、反射強度情報10、色
情報11、高さ情報17は、X、Y座標に対応してい
る。)このように求められた各情報は、図5に示すよう
に地上面14を計測した結果の二次元平面座標18の計
測地点の座標上に重畳する(つまり、計測地点のX、Y
座標に高さ情報17、反射強度情報10、色情報11を
重畳させたデータとする)(S5)ことができる。これ
により、計測したデータは高さ情報17を基に描かれる
三次元画像の他、反射強度画像、色画像をあらわすこと
ができ、また、高さ情報17(Z座標)と色情報11を
合わせて三次元画像化することで、三次元写真のような
色がついた三次元画像にすることができる。
Regarding the color information 11, based on the scanner scanning angle 9 when the laser distance measurement value 8 is acquired, the pixel of the line sensor camera 2 corresponding to the angle is assigned to obtain the color information 11 on the coordinates. (S3). Reflection intensity information 10
Is the same laser sensor 1 when acquiring the laser ranging value 8.
Data associated with the X and Y coordinates of the measurement point obtained from the laser distance measurement value 8 (S4), and is one-to-one correspondence with the height information 17 (Z coordinate). At the same time, the color information 11 is also associated with the X and Y coordinates of the measurement point (S4). (That is, the reflection intensity information 10, the color information 11, and the height information 17 correspond to the X and Y coordinates.) Each information thus obtained measures the ground surface 14 as shown in FIG. As a result, the two-dimensional plane coordinates 18 are superimposed on the coordinates of the measurement point (that is, X, Y of the measurement point).
The height information 17, the reflection intensity information 10, and the color information 11 are superimposed on the coordinates (data) (S5). As a result, the measured data can represent not only a three-dimensional image drawn based on the height information 17 but also a reflection intensity image and a color image, and the height information 17 (Z coordinate) and the color information 11 are combined. By converting the image into a three-dimensional image, a three-dimensional image with a color like a three-dimensional photograph can be obtained.

【0031】反射強度情報10では、地上にある樹木等
の植生物と人工的な構造物の反射率には可視領域と近外
赤外領域において、図6の植生物と構造物の反射率に示
すように、例えば草、コンクリート、アスファルトとい
ったように、対象物によって顕著な違いがあるためその
判別ができ、色情報11と併せて三次元画像化できるだ
けでなく、その画像の情報から計測した地上面14に存
在するものが植生物か構造物かという判別を行なうこと
ができる。
In the reflection intensity information 10, the reflectances of vegetation such as trees and artificial structures on the ground are the reflectances of vegetation and structures shown in FIG. 6 in the visible region and near infrared region. As shown, for example, grass, concrete, asphalt, etc. can be distinguished because there is a significant difference depending on the object. Not only can it be converted into a three-dimensional image together with the color information 11, but the ground measured from the information of the image. It is possible to determine whether the object existing on the upper surface 14 is a vegetation or a structure.

【0032】さらに、反射強度情報10は、地上面14
に照射されたレーザ光16の反射強度を取得するもの
で、可視カメラと異なり、夜間の暗い環境下でも地上面
14からのレーザ光16の反射を計測し、データを取得
することができる。したがって、夜間の近赤外線画像の
計測を実現することができる。また、昼間の明るい環境
下で計測した場合でも、可視カメラでは太陽による建物
の影が写って暗く見えなくなってしまう部分が生じる
が、反射強度情報10で画像を作成した場合には、装置
から出射したレーザ光16の反射を使用しているため、
太陽による影の影響を受けない影の無い画像を得ること
ができる。道路、樹木、建物等、反射率の違いにより地
上の状況を識別することができ、道路のセンターライン
や横断歩道といった白線でかかれているような高さ情報
17では識別できないものも識別することができる。
Further, the reflection intensity information 10 is the ground surface 14
The reflection intensity of the laser light 16 applied to the object is acquired. Unlike a visible camera, the reflection of the laser light 16 from the ground surface 14 can be measured and data can be acquired even in a dark environment at night. Therefore, the measurement of the near-infrared image at night can be realized. Further, even when the measurement is performed in a bright environment in the daytime, there is a portion where the shadow of the building due to the sun appears in the visible camera and the image does not appear dark. However, when the image is created with the reflection intensity information 10, the image is emitted from the device. Because it uses the reflection of the laser light 16
It is possible to obtain a shadowless image that is not affected by the shadow of the sun. It is possible to identify the situation on the ground due to differences in reflectance such as roads, trees, buildings, etc., and it is also possible to identify things that cannot be identified by the height information 17 such as the center line and pedestrian crossings of roads that are drawn with white lines. it can.

【0033】ラインセンサカメラ2で取得される色情報
11は、可視画像を作成できる情報である。これまで可
視画像取得で行なわれてきた航空写真では、写真の端に
行くほど写っている像の倒れこみが生じ、建物などは間
延びした画像になる。航空写真ではステレオ撮影をする
などしてこれを補正して画像全体を真上から見たオルソ
(正射投影)画像にする手段をとるが非常に時間の掛か
る作業であり、高さ情報17を読み取ることにおいては
熟練を要する作業であった。本発明によれば、その位置
座標の色情報11を取得処理することで、地上面14の
座標個々の色情報11を得られることである。その結
果、航空写真のような像の倒れこみがなく、オルソ画像
としての可視画像を得ることができる。ここで、オルソ
画像とは、ラインセンサカメラ2の位置、傾きなどによ
る歪みを補正して正射投影にした画像である。
The color information 11 acquired by the line sensor camera 2 is information capable of creating a visible image. In aerial photography, which has been performed with visible image acquisition, the image that appears in the image collapses toward the edges of the photograph, resulting in a lagging image of buildings. In aerial photography, it is a very time-consuming task to correct the height by correcting the height of the height information 17 by taking a stereoscopic image and correcting it to obtain an ortho (orthographic projection) image viewed from directly above. Reading was a task that required skill. According to the present invention, by acquiring the color information 11 of the position coordinates, the color information 11 of each coordinate of the ground surface 14 can be obtained. As a result, it is possible to obtain a visible image as an ortho image without collapse of the image as in an aerial photograph. Here, the ortho image is an image obtained by correcting the distortion due to the position and inclination of the line sensor camera 2 and performing orthographic projection.

【0034】[0034]

【発明の効果】第1の効果は、一回の飛行計測作業で地
上の計測地点の高さ情報と反射強度情報及び色情報を同
時に同期した情報として取得でき、同時に同期を取って
取得しているため、地上でのデータ処理で計測地点の位
置座標上に高さ情報、反射強度情報、色情報を容易に短
時間で重畳させる処理を行えることである。位置座標に
各情報を当てはめることで二次元平面上での画像化がで
きるだけでなく、高さ情報と反射強度情報、または高さ
情報と色情報を重ね合わせることで、高さ情報だけの三
次元画像だけではなく、高さを持った反射強度の三次元
画像、高さを持った色(可視)の三次元画像を得ること
ができる。
The first effect is that the height information, the reflection intensity information, and the color information at the measurement point on the ground can be acquired as synchronized information at the same time in a single flight measurement operation. Therefore, the height information, the reflection intensity information, and the color information can be easily superimposed on the position coordinates of the measurement point in a short time by data processing on the ground. By applying each information to the position coordinates, it is possible to image on a two-dimensional plane, and by superimposing height information and reflection intensity information, or height information and color information, three-dimensional information with only height information. It is possible to obtain not only an image but also a three-dimensional image having a height and a reflection intensity, and a color (visible) having a height.

【0035】第2の効果は、航空機位置情報と航空機動
揺情報による位置座標情報と共に、その位置座標の色情
報を取得処理することで、地上面の座標個々の色情報が
得られることである。その結果、航空写真のような像の
倒れこみがなく、オルソ画像としての可視画像を得るこ
とができる。
The second effect is that the color information of each coordinate on the ground surface can be obtained by acquiring and processing the position coordinate information based on the aircraft position information and the aircraft motion information and the color information of the position coordinate. As a result, it is possible to obtain a visible image as an ortho image without collapse of the image as in an aerial photograph.

【0036】第3の効果は、各位置座標に高さ情報が色
情報と共に重畳されているので、三次元の立体写真を作
成することも容易にできることである。
The third effect is that since height information is superimposed on each position coordinate together with color information, it is possible to easily create a three-dimensional stereoscopic photograph.

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

【図1】本発明の原理図である。FIG. 1 is a principle diagram of the present invention.

【図2】実施例の構成である。FIG. 2 is a configuration of an example.

【図3】センサヘッド部と制御部を搭載して地上面を計
測するイメージ図である。
FIG. 3 is an image diagram in which a sensor head unit and a control unit are mounted to measure the ground surface.

【図4】取得データの処理フローである。FIG. 4 is a processing flow of acquired data.

【図5】二次元平面座標上に各情報を重畳した重畳図で
ある。
FIG. 5 is a superposition diagram in which each information is superposed on two-dimensional plane coordinates.

【図6】植生物と構造物の反射率である。FIG. 6 is the reflectance of vegetation and structures.

【符号の説明】[Explanation of symbols]

1 レーザセンサ 2 ラインセンサカメラ 3 スキャナ 4 姿勢角センサ 5 GPS 6 航空機位置情報 7 航空機動揺情報 8 レーザ測距値 9 スキャナ走査角度 10 反射強度情報 11 色情報 12 画角 13 スキャナ走査範囲 14 地上面 15 三次元地形の情報 16 レーザ光 17 高さ情報 18 二次元平面座標 19 センサヘッド部 20 制御部 21 制御ユニット 22 データ記録部 23 データ処理装置 1 laser sensor 2 line sensor camera 3 scanner 4 Attitude angle sensor 5 GPS 6 Aircraft position information 7 Aircraft motion information 8 Laser distance measurement 9 Scanner scan angle 10 Reflection intensity information 11 color information 12 angle of view 13 Scanner scanning range 14 Ground surface 15 Three-dimensional topographical information 16 laser light 17 Height information 18 two-dimensional plane coordinates 19 Sensor head section 20 Control unit 21 Control unit 22 Data recording section 23 Data processing equipment

───────────────────────────────────────────────────── フロントページの続き Fターム(参考) 5B050 AA01 BA02 BA17 DA04 EA09 EA19 EA28 5B057 CA01 CA08 CA12 CA16 CB01 CB08 CB13 CB17 CD14 CE08 CE16 5J084 AA04 AA05 AA10 AA13 AA20 AC04 AD01 AD05 BA03 BA34 BA39 BA48 EA05 EA11    ─────────────────────────────────────────────────── ─── Continued front page    F-term (reference) 5B050 AA01 BA02 BA17 DA04 EA09                       EA19 EA28                 5B057 CA01 CA08 CA12 CA16 CB01                       CB08 CB13 CB17 CD14 CE08                       CE16                 5J084 AA04 AA05 AA10 AA13 AA20                       AC04 AD01 AD05 BA03 BA34                       BA39 BA48 EA05 EA11

Claims (7)

【特許請求の範囲】[Claims] 【請求項1】 スキャナを用いてレーザ光を走査させる
レーザセンサと、受光素子が配列されたラインセンサを
用いたラインセンサカメラと、を備え、前記レーザセン
サは、前記ラインセンサカメラの画角と同一範囲を走査
して航空機から地上面までのレーザ測距値と前記地上面
からの反射強度情報と前記スキャナによるスキャナ走査
角度を計測し、前記ラインセンサカメラは、前記スキャ
ナの走査周波数に同期して前記地上面からの色情報を計
測することを特徴とする航空機搭載地形計測装置。
1. A laser sensor for scanning a laser beam using a scanner, and a line sensor camera using a line sensor in which light-receiving elements are arranged, the laser sensor having an angle of view of the line sensor camera. The same range is scanned to measure the laser ranging value from the aircraft to the ground surface, the reflection intensity information from the ground surface, and the scanner scanning angle by the scanner, and the line sensor camera synchronizes with the scanning frequency of the scanner. A terrain measuring device mounted on an aircraft, which measures color information from the ground surface.
【請求項2】 スキャナを用いてレーザ光を走査させる
レーザセンサと、受光素子が配列されたラインセンサを
用いたラインセンサカメラと、航空機の機体の角度を測
定する姿勢角センサと、アンテナと受信機を含むGPS
と、前記レーザセンサ、前記ラインセンサカメラ、前記
スキャナを制御する制御手段と、前記レーザセンサ、前
記ラインセンサカメラ、前記スキャナ、前記姿勢角セン
サ、前記GPSからの計測データを記録するデータ記録
手段と、前記計測データを処理するデータ処理手段と、
を備え、前記GPSが、前記航空機の航空機位置情報を
計測し、前記姿勢角センサが、前記航空機の航空機動揺
情報を計測し、前記レーザセンサが、前記航空機から地
上面までの距離を表すレーザ測距値及び前記地上面から
の反射強度情報を計測し、前記スキャナが、スキャナ走
査角度を計測し、前記ラインセンサカメラが、前記地上
面からの色情報を計測し、前記データ処理手段が、前記
航空機位置情報、前記航空機動揺情報、前記レーザ測距
値、前記スキャナ走査角度から求めた高さ情報と、前記
反射強度情報と、前記色情報と、を計測した地点の座標
位置の情報として重畳させることを特徴とする航空機搭
載地形計測装置。
2. A laser sensor for scanning a laser beam using a scanner, a line sensor camera using a line sensor in which light receiving elements are arranged, an attitude angle sensor for measuring an angle of an airframe of an aircraft, an antenna and reception. GPS including machine
And control means for controlling the laser sensor, the line sensor camera, and the scanner, and data recording means for recording measurement data from the laser sensor, the line sensor camera, the scanner, the attitude angle sensor, and the GPS. A data processing means for processing the measurement data,
Wherein the GPS measures aircraft position information of the aircraft, the attitude angle sensor measures aircraft motion information of the aircraft, and the laser sensor measures the distance from the aircraft to the ground surface by laser measurement. The distance value and the reflection intensity information from the ground plane are measured, the scanner measures the scanner scanning angle, the line sensor camera measures the color information from the ground plane, and the data processing means The aircraft position information, the aircraft motion information, the laser distance measurement value, the height information obtained from the scanner scanning angle, the reflection intensity information, and the color information are superimposed as information on the coordinate position of the measured point. An aircraft-mounted terrain measurement device characterized in that
【請求項3】 前記レーザセンサと前記ラインセンサカ
メラとが、前記スキャナで走査されるスキャン面と前記
ラインセンサカメラの画角の平面とが平行になるように
配置され、前記スキャナの回転軸と前記ラインセンサカ
メラの画角の中心とが直線上に配置されることを特徴と
する請求項1または請求項2に記載の航空機搭載地形計
測装置。
3. The laser sensor and the line sensor camera are arranged such that a scan surface scanned by the scanner and a plane of an angle of view of the line sensor camera are parallel to each other, and a rotation axis of the scanner is provided. The aircraft-mounted terrain measurement device according to claim 1 or 2, wherein the line sensor camera and the center of the angle of view are arranged on a straight line.
【請求項4】 前記レーザセンサが、前記レーザ光を前
記航空機の進行方向と垂直に前記スキャナで走査しなが
ら前記航空機から前記地上面までのレーザ測距値及び前
記地上面からの反射強度情報を計測し、前記ラインセン
サカメラが、前記レーザ光の走査と同期したフレームレ
ートで前記レーザセンサによる計測と同時に前記色情報
を計測することを特徴とする請求項1または請求項2に
記載の航空機搭載地形計測装置。
4. The laser sensor scans the laser beam with the scanner in a direction perpendicular to the traveling direction of the aircraft to obtain a laser distance measurement value from the aircraft to the ground surface and reflection intensity information from the ground surface. 3. The airborne vehicle according to claim 1, wherein the line sensor camera measures the color information at the same time as the measurement by the laser sensor at a frame rate synchronized with the scanning of the laser light. Terrain measuring device.
【請求項5】 前記航空機位置情報と、前記航空機動揺
情報と、前記レーザ測距値と、前記反射強度情報と、前
記スキャナ走査角度と、前記色情報とが、同時に計測さ
れることを特徴とする請求項2に記載の航空機搭載地形
計測装置。
5. The aircraft position information, the aircraft motion information, the laser distance measurement value, the reflection intensity information, the scanner scanning angle, and the color information are measured simultaneously. The aircraft-mounted terrain measurement device according to claim 2.
【請求項6】 スキャナを用いてレーザ光を走査させる
レーザセンサと、受光素子が配列されたラインセンサを
用いたラインセンサカメラと、を用いる航空機搭載地形
計測方法であって、前記レーザセンサが計測するレーザ
測距値と前記スキャナによるスキャナ走査角度を基に、
航空機を基準原点とした前記レーザ測距値での計測地点
の座標を演算するステップと、前記座標に対して、前記
航空機に備えるGPSが計測する航空機位置情報と前記
航空機に備える姿勢角センサが計測する航空機動揺情報
とを使用して前記計測地点の絶対位置座標を求め、前記
レーザ測距値による前記計測地点のX、Y、Z座標を求
めるステップと、前記ラインセンサカメラが計測する色
情報に関し、前記レーザ測距値を計測した際の前記スキ
ャナ走査角度に対応する前記ラインセンサカメラの画素
を割り当てるステップと、前記レーザ測距値を計測する
際に前記レーザセンサで計測される反射強度情報及び前
記色情報が前記レーザ測距値から求められる前記計測地
点のX、Y座標に関連付けられるステップと、前記計測
地点のX、Y座標に、前記計測地点のZ座標である高さ
情報、前記反射強度情報、前記色情報を重畳させるステ
ップと、を備えることを特徴とする航空機搭載地形計測
方法。
6. A method for measuring landforms mounted on an aircraft, comprising: a laser sensor that scans a laser beam using a scanner; and a line sensor camera that uses a line sensor in which light receiving elements are arranged. Based on the laser ranging value and the scanner scanning angle by the scanner,
A step of calculating coordinates of a measurement point at the laser distance measurement value with an aircraft as a reference origin; aircraft position information measured by a GPS provided in the aircraft and an attitude angle sensor provided in the aircraft with respect to the coordinates; Regarding the absolute position coordinates of the measurement point by using the aircraft motion information and the X, Y, Z coordinates of the measurement point by the laser distance measurement value, and the color information measured by the line sensor camera. A step of allocating pixels of the line sensor camera corresponding to the scanner scanning angle when the laser distance measurement value is measured, and reflection intensity information measured by the laser sensor when measuring the laser distance measurement value, A step of associating the color information with X and Y coordinates of the measurement point obtained from the laser distance measurement value; and X and Y coordinates of the measurement point. The height information is Z-coordinate of the measurement point, the reflection intensity information, airborne Morphometry method characterized by comprising the steps of: superposing the color information.
【請求項7】 前記計測地点のX、Y座標に関連付けら
れた前記色情報を処理し、オルソ画像としての可視画像
を得ることを特徴とする請求項6に記載の航空機搭載地
形計測方法。
7. The method for measuring landforms on board an aircraft according to claim 6, wherein the color information associated with the X and Y coordinates of the measurement point is processed to obtain a visible image as an ortho image.
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