CN101324430A - Binocular odometry based on similarity principle - Google Patents

Binocular odometry based on similarity principle Download PDF

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Publication number
CN101324430A
CN101324430A CNA2008100006445A CN200810000644A CN101324430A CN 101324430 A CN101324430 A CN 101324430A CN A2008100006445 A CNA2008100006445 A CN A2008100006445A CN 200810000644 A CN200810000644 A CN 200810000644A CN 101324430 A CN101324430 A CN 101324430A
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distance
different
testee
measured
focal length
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CNA2008100006445A
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Chinese (zh)
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王少萍
岳荣刚
焦宗夏
李凯
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Beihang University
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Beihang University
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Abstract

The invention belongs to the field of mobile robots and provides a novel binocular distance measurement method. The hardware of the distance measurement method mainly comprises two cameras with different focal lengths, an image acquisition card, a camera control motor and a main control computer. The distance and the size calculation formula of the object to be measured can be deduced according to the similar principle of triangle and the relation equations of focal length, object distance and image distance. The two cameras with different focal lengths are used for imaging the object to be measured to obtain images with two different scales, the main control computer calculates the different size of the object to the measured in the two images according to corresponding algorithm, and the two different sizes are substituted in the calculation formula to obtain the distance and the size information of the object to be measured. According to the method, a robot can have the effect of telescope and wide-angle lens to improve the depth and the wideness for detecting the world. According to the principle and formula of the method, the distance information of the object can be calculated without measuring the image distance, thus obviating the use of a displacement sensor and lowering the cost.

Description

Binocular telemetry based on the principle of similitude
Technical field
The invention belongs to the intelligent mobile robot field, proposed a kind of novel binocular telemetry.
Background technology
Realize the autokinetic movement of intelligent mobile robot, just be unable to do without path planning and keep away barrier in real time, and a gordian technique of keeping away barrier in real time is exactly to measure the distance of robot to barrier exactly.Distance-finding method commonly used at present mainly is divided into initiatively range finding and passive ranging two classes.
(1) initiatively range finding
Initiatively telemetry is to send energy by specific device, and the information that the range measurement system basis reflects is come the distance of Measuring Object, and it mainly comprises reflected energy method, ultrasonic time method etc.The reflected energy method needs specific apparatus to launch a branch of light (normally near infrared light or laser) to shine the testee surface, and instrument receives the energy of reflection light of testee simultaneously, judges the distance of testee according to the energy of reflection light that receives; The ultrasonic time method is measured a branch of ultrasound wave and is judged tested distance from the time that is transmitted into the reflected back instrument.Initiatively the advantage of telemetry is to be subjected to external environmental interference less, its shortcoming is to need extra energy emitters, has increased equipment cost, and have may need energy transmission medium (as the ultrasonic time method), affected by environment bigger, limited its use occasion.
(2) passive ranging
The passive ranging method is the distance of coming Measuring Object according to the signal (as light signal) that testee itself sends, it usually and machine vision interrelate, mainly comprise stereoscopic vision telemetry, monocular telemetry, angle measurement passive ranging method etc.The stereoscopic vision telemetry is to copy a kind of distance-finding method of human use's binocular perceived distance, and the difficult point of this method is to select rational matching characteristic and matching criterior, with the assurance matched accuracy, and makes the degree of depth and the range in the robot perception world limited; The monocular telemetry satisfies certain condition " mask " by introducing in optical system, make the optical transfer function of imaging system form a series of cycles that change with the zero point target object distance dependent, this method requires target object to have the low spatial frequency characteristic, needs exact instrument to measure image distance information simultaneously; Angle measurement passive ranging method is a kind of distance-finding method that units concerned of USN propose, and by twice angle measurement realizes range finding to target, this method requires the platform acceleration not to be zero.
As seen above-mentioned various active range findings and passive ranging method all exist certain shortcoming or deficiency.
The objective of the invention is:
Distance-finding method for intelligent mobile robot provides a kind of low cost, high precision, is easy to realize can improve the degree of depth and the range in the robot perception world simultaneously.
Technical scheme of the present invention is:
Based on the binocular telemetry of the principle of similitude, its hardware mainly comprises two camera, image pick-up card, camera control motor and main control computers that focal length is different.Two different cameras of focal length carry out imaging to a testee, obtain two images that yardstick is different, and image pick-up card sends to main control computer with two images, goes out the different size of testee in two images by corresponding algorithm computation.Again according to the leg-of-mutton principle of similitude, and the relation formula of focal length, object distance and image distance just can calculate the distance and the dimension information of testee.
Advantage of the present invention is:
Novel binocular telemetry based on the principle of similitude can adopt two cameras that focal length is different in application, can make robot have telescope and wide-angle lens simultaneously, improves the degree of depth and the range in the robot perception world.According to the principle formula of this method, need not measure image distance and just can calculate the range information of object, thereby save the use of displacement transducer, reduced cost.By a series of experiment, also verified this method precision height, be easy to realize.
Description of drawings
Fig. 1 is the schematic diagram of novel binocular telemetry
Fig. 2 is the structured flowchart of novel binocular range measurement system
The number in the figure explanation
(1) digit sequence:
1-lens one; 2-lens two; 3-binocular camera shooting head; 4-camera steer motor code-disc; 5-code-disc revolution; The 6-main control computer; 7-motion planning control system; The 8-movement instruction; The 9-motion motor; 10-visual information; The 11-image pick-up card.
(2) letter series:
The AB-testee; The length of h-testee; The distance of u-testee to two lens; O 1The center of-lens one; O 2The center of-lens two; f 1The focal length of-lens one; f 2The focal length of-lens two; A 1B 1The imaging of-AB scioptics one; A 2B 2The imaging of-AB scioptics two; v 1The image distance of-lens one imaging; v 2The image distance of-lens two imagings; h 1The yardstick of-testee scioptics one imaging; h 2The yardstick of-testee scioptics two imagings.
Embodiment
Introduce the principle of work of this novel telemetry at first in detail:
The schematic diagram of novel binocular vision telemetry as shown in Figure 1.In Fig. 1,, draw following equation according to the leg-of-mutton principle of similitude:
h 1 v 1 = h u = h 2 v 2 - - - ( 1 )
By (1) Shi Kede: v 1 = h 1 v 2 h 2 - - - ( 2 )
Relation formula by focal length, object distance and image distance gets:
1 f 1 = 1 u + 1 v 1 1 f 2 = 1 u + 1 v 2 - - - ( 3 )
(2) formula and (3) formula are put in order, obtain the computing formula of object distance:
u = f 1 f 2 ( h 1 - h 2 ) h 1 f 2 - f 1 h 2 , Work as f 1≠ f 2The time (4)
And obtain testee size calculation formula:
h = h 1 h 2 ( f 1 - f 2 ) h 1 f 2 - f 1 h 2 , Work as f 1≠ f 2The time (5)
(1), in (2), (3), (4) and (5) formula:
The length of h-testee AB, in the corresponding diagram 1 | AB|; The U-testee is to the distance of lens, in the corresponding diagram 1 | AO 1|; h 1The yardstick of-testee scioptics one imaging, in the corresponding diagram 1 | A 1B 1|; h 2The yardstick of-testee scioptics two imagings, in the corresponding diagram 1 | A 2B 2|; v 1The image distance of-lens one imaging, in the corresponding diagram 1 | A 1O 1|; v 2The image distance of-lens two imagings, in the corresponding diagram 1 | B 2O 2|; f 1The focal length of-lens one; f 2The focal length of-lens two.
Introduce the embodiment of this telemetry in application below:
In actual applications, can use the different camera of two focal lengths, at first will know the focal distance f of two cameras as two lens 1And f 2, obtain the size h of two camera imagings again by corresponding algorithm 1And h 2, just can calculate the distance and the dimension information of testee.
Can design binocular vision system as shown in Figure 2.Two cameras 3 are by driven by servomotor, and its visual angle can reach 360 °.Servomotor is equipped with code-disc 4, and what be used for calculating camera waves angle and luffing angle.Vision 10 information that image pick-up card 11 transmits camera reach main control computer 6 and carry out pre-service, merge information such as code-disc revolution 5 again, after software processes, obtain command adapted thereto, vehicular motion planning control system 7 sends movement instruction 8 according to these instructions to motion motor 9, with the motion of control robot.

Claims (1)

1. the hardware of this telemetry mainly comprises two camera, image pick-up card, camera control motor and main control computers that focal length is different.According to the leg-of-mutton principle of similitude, and the relation formula of focal length, object distance and image distance can be derived the computing formula of testee distance.
u = f 1 f 2 ( h 1 - h 2 ) h 1 f 2 - f 1 h 2 , Work as f 1≠ f 2The time
And obtain testee size calculation formula:
h = h 1 h 2 ( f 1 - f 2 ) h 1 f 2 - f 1 h 2 , Work as f 1≠ f 2The time
Utilize two different cameras of focal length that a testee is carried out imaging, obtain two images that yardstick is different, image pick-up card sends to main control computer with two images, go out the different size of testee in two images by corresponding algorithm computation, in the computing formula with these two different size value substitutions derivations, just can obtain the distance and the dimension information of testee.
CNA2008100006445A 2007-06-12 2008-01-11 Binocular odometry based on similarity principle Pending CN101324430A (en)

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CN200710118815.X 2007-06-12
CN200710118815 2007-06-12
CNA2008100006445A CN101324430A (en) 2007-06-12 2008-01-11 Binocular odometry based on similarity principle

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Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102572066A (en) * 2010-12-15 2012-07-11 沈阳新邮通信设备有限公司 Handheld electronic device with distance measurement function and distance measurement method of handheld electronic device
CN102980561A (en) * 2012-11-30 2013-03-20 广东欧珀移动通信有限公司 Distance measuring method and distance measuring device of mobile terminal
CN103063192A (en) * 2012-12-28 2013-04-24 中北大学 Ranging method for moving target by using peak time difference among pyroelectric signal peaks
CN103697914A (en) * 2013-12-20 2014-04-02 河北汉光重工有限责任公司 Experimental calibration method for CCD (Charge Coupled Device) cameras in binocular passive ranging
CN105806226A (en) * 2016-03-24 2016-07-27 中国科学院半导体研究所 Method for remotely measuring horizontal displacement of roadbed through lasers
CN105842682A (en) * 2016-05-06 2016-08-10 薛峰 Vehicle safety interval detection system
CN105841675A (en) * 2016-05-03 2016-08-10 北京光年无限科技有限公司 Range finding method and system for intelligent robot
CN106152946A (en) * 2015-03-31 2016-11-23 酷派软件技术(深圳)有限公司 A kind of method of Measuring Object length and terminal
CN106352797A (en) * 2015-07-13 2017-01-25 宇龙计算机通信科技(深圳)有限公司 Method and terminal using two cameras to measure length of object
CN108225278A (en) * 2017-11-29 2018-06-29 维沃移动通信有限公司 A kind of distance measuring method, mobile terminal
CN108507540A (en) * 2017-02-24 2018-09-07 柯尼卡美能达株式会社 Object proximity checking device and object proximity inspection method
CN108844486A (en) * 2018-04-12 2018-11-20 西安交通大学 It is a kind of to determine image distance binocular bionic three-dimensional measuring instrument
CN109031264A (en) * 2018-06-19 2018-12-18 深圳阜时科技有限公司 Target object distance sensing system and method, image acquiring device and electronic equipment
CN109084688A (en) * 2018-09-20 2018-12-25 杭州电子科技大学 A kind of binocular distance measurement method based on varifocal camera
CN109520419A (en) * 2018-12-06 2019-03-26 闻泰通讯股份有限公司 Pass through the method, device and mobile terminal of image measurement dimension of object
CN109974580A (en) * 2019-03-28 2019-07-05 江苏瑞奇海力科技有限公司 A kind of measurement method, device, electronic equipment and storage medium
CN110595369A (en) * 2019-08-14 2019-12-20 太原理工大学 Pipe diameter measuring device and method based on machine vision
CN111561906A (en) * 2020-05-25 2020-08-21 北京洛必德科技有限公司 Robot monocular distance measuring method, system, electronic device and computer storage medium
CN111982061A (en) * 2020-07-15 2020-11-24 杭州晨安科技股份有限公司 Distance measurement method based on different focal lengths of binocular fixed-focus cameras

Cited By (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102572066B (en) * 2010-12-15 2016-02-10 沈阳新邮通信设备有限公司 There is hand-hold electronic device and the distance-finding method thereof of distance measurement function
CN102572066A (en) * 2010-12-15 2012-07-11 沈阳新邮通信设备有限公司 Handheld electronic device with distance measurement function and distance measurement method of handheld electronic device
CN102980561A (en) * 2012-11-30 2013-03-20 广东欧珀移动通信有限公司 Distance measuring method and distance measuring device of mobile terminal
CN102980561B (en) * 2012-11-30 2015-10-07 广东欧珀移动通信有限公司 A kind of mobile terminal distance-finding method and device
CN103063192A (en) * 2012-12-28 2013-04-24 中北大学 Ranging method for moving target by using peak time difference among pyroelectric signal peaks
CN103063192B (en) * 2012-12-28 2015-07-15 中北大学 Ranging method for moving target by using peak time difference among pyroelectric signal peaks
CN103697914A (en) * 2013-12-20 2014-04-02 河北汉光重工有限责任公司 Experimental calibration method for CCD (Charge Coupled Device) cameras in binocular passive ranging
CN103697914B (en) * 2013-12-20 2016-08-17 河北汉光重工有限责任公司 CCD camera experimental calibration method in binocular passive ranging
CN106152946A (en) * 2015-03-31 2016-11-23 酷派软件技术(深圳)有限公司 A kind of method of Measuring Object length and terminal
CN106152946B (en) * 2015-03-31 2019-08-02 酷派软件技术(深圳)有限公司 A kind of method and terminal measuring object length
CN106352797A (en) * 2015-07-13 2017-01-25 宇龙计算机通信科技(深圳)有限公司 Method and terminal using two cameras to measure length of object
CN106352797B (en) * 2015-07-13 2020-05-19 宇龙计算机通信科技(深圳)有限公司 Method and terminal for measuring length of object by using double cameras
CN105806226A (en) * 2016-03-24 2016-07-27 中国科学院半导体研究所 Method for remotely measuring horizontal displacement of roadbed through lasers
CN105841675A (en) * 2016-05-03 2016-08-10 北京光年无限科技有限公司 Range finding method and system for intelligent robot
CN105842682A (en) * 2016-05-06 2016-08-10 薛峰 Vehicle safety interval detection system
CN108507540A (en) * 2017-02-24 2018-09-07 柯尼卡美能达株式会社 Object proximity checking device and object proximity inspection method
CN108225278A (en) * 2017-11-29 2018-06-29 维沃移动通信有限公司 A kind of distance measuring method, mobile terminal
CN108844486A (en) * 2018-04-12 2018-11-20 西安交通大学 It is a kind of to determine image distance binocular bionic three-dimensional measuring instrument
CN109031264A (en) * 2018-06-19 2018-12-18 深圳阜时科技有限公司 Target object distance sensing system and method, image acquiring device and electronic equipment
CN109084688A (en) * 2018-09-20 2018-12-25 杭州电子科技大学 A kind of binocular distance measurement method based on varifocal camera
CN109084688B (en) * 2018-09-20 2020-09-29 杭州电子科技大学 Binocular vision distance measurement method based on variable-focus camera
CN109520419A (en) * 2018-12-06 2019-03-26 闻泰通讯股份有限公司 Pass through the method, device and mobile terminal of image measurement dimension of object
CN109974580A (en) * 2019-03-28 2019-07-05 江苏瑞奇海力科技有限公司 A kind of measurement method, device, electronic equipment and storage medium
CN110595369A (en) * 2019-08-14 2019-12-20 太原理工大学 Pipe diameter measuring device and method based on machine vision
CN110595369B (en) * 2019-08-14 2021-04-02 太原理工大学 Pipe diameter measuring device and method based on machine vision
CN111561906A (en) * 2020-05-25 2020-08-21 北京洛必德科技有限公司 Robot monocular distance measuring method, system, electronic device and computer storage medium
CN111982061A (en) * 2020-07-15 2020-11-24 杭州晨安科技股份有限公司 Distance measurement method based on different focal lengths of binocular fixed-focus cameras
CN111982061B (en) * 2020-07-15 2022-08-23 杭州晨安科技股份有限公司 Distance measurement method based on different focal lengths of binocular fixed-focus cameras

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