CN108096820A - A kind of billiard ball pattern identification device and method based on single color sensor - Google Patents

A kind of billiard ball pattern identification device and method based on single color sensor Download PDF

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Publication number
CN108096820A
CN108096820A CN201810018559.5A CN201810018559A CN108096820A CN 108096820 A CN108096820 A CN 108096820A CN 201810018559 A CN201810018559 A CN 201810018559A CN 108096820 A CN108096820 A CN 108096820A
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China
Prior art keywords
billiard ball
sensor
light
housing
ball
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CN201810018559.5A
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CN108096820B (en
Inventor
杨宏达
陈新
董征
于建
王鹏华
孟祥麒
石侃
杨金浩
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Nanjing Youruipu Technology Co ltd
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Beijing Hao Kai Science And Technology Co Ltd
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    • AHUMAN NECESSITIES
    • A63SPORTS; GAMES; AMUSEMENTS
    • A63DBOWLING GAMES, e.g. SKITTLES, BOCCE OR BOWLS; INSTALLATIONS THEREFOR; BAGATELLE OR SIMILAR GAMES; BILLIARDS
    • A63D15/00Billiards, e.g. carom billiards or pocket billiards; Billiard tables
    • A63D15/005Ball-spotting racks, i.e. frames for positioning the balls in pocket billiards or pool
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J3/00Spectrometry; Spectrophotometry; Monochromators; Measuring colours
    • G01J3/46Measurement of colour; Colour measuring devices, e.g. colorimeters

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  • Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Spectrometry And Color Measurement (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

The present invention provides a kind of billiard ball pattern identification device and method based on single color sensor, which includes:Housing (1);Light-shield cover (2) is arranged on the housing (1), for stopping that ambient is irradiated to the pickup area of billiard ball (C);Sensor (3) is arranged in the light-shield cover (2), for sensing the distribution of color characteristic of the pickup area;Illuminating part (4) is arranged in the light-shield cover (2), for irradiating the pickup area;And processor (5), it is connected with the sensor (3), for determining the type of the billiard ball (C) according to the distribution of color characteristic.The present invention is capable of the carry out color identification of fast accurate, improves swing ball efficiency, and single unit system is simple, at low cost, and need not transform billiard ball (C).

Description

A kind of billiard ball pattern identification device and method based on single color sensor
Technical field
The present invention relates to billiard ball fields more particularly to billiard ball pattern to identify, is specially that one kind is based on single color sensor Billiard ball pattern identification device and method.
Background technology
At present, billiard ball have become popular recreation, in present billiard movement, essentially all of pendulum Ball work is all by being accomplished manually.The process of swing ball is divided into two steps:1st, piled up according to billiard ball rule is stringent;2nd, will pile up Complete billiard ball are placed on table top assigned position.In addition billiard ball stacking also requires the gap between billiard ball sufficiently small, to ensure to kick off Quality.This so that caddie is difficult not only quick but also completes swing ball work in high quality, when billiard room customer is more, usually It is present with the phenomenon that caddie is too busy to do it.If this artificial swing ball mode can be automatically complete in high quality by machine Into will be that billiard room bring less operating cost, bring and more preferably experience for customer.
And for the system of so a set of automatic swing ball, it is a big problem in terms of for billiard ball pattern identification, how divides The pattern for discerning billiard ball is the key point of whole system.
Therefore, those skilled in the art there is an urgent need for research and develop it is a it is simple in structure, can fast and accurately identify billiard ball pattern Color identification device.
The content of the invention
It is an object of the invention to overcome the deficiencies in the prior art, and characteristic is had by oneself in itself according to billiard ball sphere, further right Color identification device and method are optimized, and every ball acquisition time is foreshortened to 10 seconds and is thought.It is specific that one kind is provided Billiard ball pattern identification device and method based on single color sensor.The identification device is simple in structure, accuracy is high, each several part Harmony is good.
In order to solve the above technical problems, the specific embodiment of the invention provides a kind of billiard ball based on single color sensor Pattern identification device, the device include:Housing;Light-shield cover is arranged on the housing, for stopping that ambient is irradiated to platform The pickup area of ball;Sensor is arranged in the light-shield cover, for sensing the distribution of color characteristic of the pickup area;Hair Light part is arranged in the light-shield cover, for irradiating the pickup area;And processor, it is connected, is used for the sensor The type of the billiard ball is determined according to the distribution of color characteristic.
In the specific embodiment of the present invention, which further includes:Motion is connected to the processor, and is used The housing is moved to a yard ball position in the type according to the billiard ball, and the in vivo institute of the shell is driven in moving process State billiard ball rolling;And the steering engine on the housing is arranged at, it is connected to the processor, for the shell is in vivo described Billiard ball are discharged into the code ball position.
In the specific embodiment of the present invention, which is characterized in that the identification device further includes:Support plate is arranged at described Below motion, when the motion drives the housing movement, it is in vivo described that the support plate contacts the shell Billiard ball, so that the billiard ball roll, so that the sensor detects multiple pickup areas of the billiard ball.
In the specific embodiment of the present invention, the steering engine is located at the both sides of the billiard ball with the sensor.
In the specific embodiment of the present invention, the light-shield cover has cylindrical shape outer.
Wherein, when gathering the distribution of color characteristic of the billiard ball, the axle center of the cylindrical shape outer passes through the billiard ball The centre of sphere.
Wherein, when gathering the distribution of color characteristic of the billiard ball, the spherical surface of the billiard ball is close to the cylindrical shape outer, The region of the cylindrical shape outer delineation is the pickup area.
The specific embodiment of the present invention also provides a kind of billiard ball pattern recognition methods based on single color sensor, should Method includes:Enter the in vivo billiard ball of shell using two pillars squeezes of housing so that the billiard ball are close to light-shield cover;Utilize biography Sensor gathers the distribution of color characteristic that the billiard ball correspond to the region of the light-shield cover;It is and true according to the distribution of color characteristic The type of the fixed billiard ball.
Wherein, this method further includes:The region of the light-shield cover is corresponded to using the LED light irradiation billiard ball.
Wherein, this method further includes:Using motion the housing is driven to be moved on the supporting plate by rectangle track, So that the billiard ball roll in the support plate, so that the sensor gathers the multiple regions of the billiard ball.
Wherein, this method further includes:The housing is moved to by a yard ball position according to the type of the billiard ball;And pass through The billiard ball are discharged into the code ball position by the steering engine.
Above-mentioned specific embodiment is understood according to the present invention, a kind of billiard ball pattern identification dress based on single color sensor It puts and method at least has the advantages that:The pattern of billiard ball is identified by color sensor, can accomplish to identify Speed is fast, simple in structure and reliability is high, and billiard ball are not damaged in itself, moreover it is possible to improve the swing ball effect of automatic swing ball machine Rate greatly reduces artificial usage degree.
It is to be understood that above-mentioned general description and detailed description below are merely illustrative and illustrative, not It can the limitation scope of the invention to be advocated.
Description of the drawings
Following attached drawing is the part for specification of the present invention, depicts example embodiments of the present invention, appended attached Figure is used for illustrating the principle of the present invention together with the description of specification.
Fig. 1 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Overall structure figure.
Fig. 2 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Identification schematic diagram.
Fig. 3 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Identification schematic diagram side view.
Fig. 4 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Light-shield cover schematic diagram.
Fig. 5 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Circuit structure diagram.
Fig. 6 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Identification path profile.
Fig. 7 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment one flow chart.
Fig. 8 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment two flow chart.
Fig. 9 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment three flow chart.
Figure 10 is a kind of billiard ball pattern identification side based on single color sensor that the specific embodiment of the invention provides The flow chart of the example IV of method.
Reference sign:
1- housings, 2- light-shield covers, 3- sensors, 4- illuminating parts, 5- processors, 6- motions, 7- steering engines, 8- supports Plate, 21- cylindrical shapes outer, A- paths A, B- path B, C- billiard ball, L1- distance L1, L2- distances L2
Specific embodiment
The existing various exemplary embodiment that the present invention will be described in detail, the detailed description are not considered as the limit to the present invention System, and it is understood as the more detailed description to certain aspects of the invention, characteristic and embodiment.
In the case of without departing substantially from the scope or spirit of the invention, the specific embodiment of description of the invention can be done more Kind is improved and variation, this will be apparent to those skilled in the art.Other realities obtained by the specification of the present invention It is apparent obtain for technical personnel to apply mode.Present specification and embodiment are only exemplary.
Fig. 1 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Overall structure figure.As shown in Figure 1, billiard ball C drives housing 1 supporting inside the housing 1 of detection, using motion 6 It is moved on plate 8 by rectangle track so that billiard ball C is rolled in support plate 8, while sensor 3 gathers multiple spot on billiard ball C spherical surfaces Data, the type of billiard ball C is determined according to data, and motion 6 drives housing 1 that billiard ball C is moved to a yard ball position;It is pre- when reaching When determining code ball position, steering engine 7 discharges the billiard ball C in housing 1, and reaching corresponding code ball position, (code ball position is usually in support plate 8 Delta-shaped region in).As shown in Figure 2 and Figure 4, which further includes:Light-shield cover 2, sensor 3, illuminating part 4 and steering engine 7, light-shield cover 2 is mounted in PCB circuit board, and PCB circuit board is fixed with 1 phase of housing, and light-shield cover 2 irises out area in PCB circuit board Domain is provided with sensor 3 and illuminating part 4.As shown in figure 5, the identification device also has processor 5.Wherein, light-shield cover 2 is arranged at On housing 1, for stopping that ambient is irradiated to the pickup area of billiard ball C, light-shield cover 2 has cylindrical shape outer 21, picking platform During the distribution of color characteristic of ball C, the spherical surface of billiard ball C is close to cylindrical shape outer 21, and the region that cylindrical shape outer 21 is drawn a circle to approve is to adopt Collect region, so can guarantee interior UV light without exchange, and do not influence billiard ball C movements.Gather the distribution of color characteristic of billiard ball C When, the axle center of cylindrical shape outer 21 passes through the centre of sphere of billiard ball C.Sensor 3 is arranged in light-shield cover 2, for sensing pickup area Distribution of color characteristic.Sensor 3 is color sensor, and this color sensor can directly return to the RGB data detected, Data characteristics is apparent, and hardware cost is low, and using simple, extra peripheral hardware and Processing Algorithm is not required.Illuminating part 4 is highlighted LED light, illuminating part 4 are arranged in light-shield cover 2, for irradiating pickup area.Since color sensor testing principle is based on not It shares the same light ingredient intensity of illumination, is needed in use to billiard ball C spherical surface polishings.Under open environment, ambient can be mixed into sensing Device has an impact result, so needing to close polishing light source, keeps apart with ambient light, this ensure that the standard of testing result True property.Processor 5 is connected with sensor 3, for determining the type of billiard ball C according to distribution of color characteristic.Steering engine 7 is arranged at housing It on 1, is connected with processor 5, for the billiard ball C in housing 1 to be discharged into a yard ball position.As shown in figure 3, steering engine 7 and sensor 3 Positioned at the both sides of billiard ball C, two pillars on steering engine 7 and housing 1 limit billiard ball C jointly, prevent billiard ball C during rolling It is separated with light-shield cover 2, influences the result of acquisition.In the entire motion process of acquisition, steering engine 7 is to maintain always stops billiard ball C's State, when harvester is moved to billiard ball C placement positions, steering engine 7 will discharge that billiard ball C is allowed to fall into correspondence position.In addition, Motion 6 is connected with processor 5, and housing 1 is moved to a yard ball position for the type according to billiard ball C.Support plate 8 is arranged at Below motion 6, when motion 6 drives the movement of housing 1, support plate 8 contacts the billiard ball C in housing 1, so that billiard ball C is rolled, so that sensor 3 detects multiple pickup areas of billiard ball C.Housing 1 be metal material, by sheet metal process process and Into.Such material can make housing 1 more durable, expanded service life.
Fig. 5 is a kind of billiard ball pattern identification device based on single color sensor that the specific embodiment of the invention provides Circuit structure diagram.In figure, steering engine 7 is blocked billiard ball by the control of processor 5, and then processor 5 controls illuminating part 4 to send light, For detection zone to be illuminated, it is followed by subsequent processing device 5 and sensor 3 is controlled to be detected, while detection, processor 5 also controls Motion 6 carries out desired trajectory movement, to carry out color detection to the multiple regions of billiard ball.
Fig. 6 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Identification path profile.C points of billiard ball are panchromatic and half color, to complete to identify, it is necessary to the number of colours of spherical surface multiple spot the pattern of billiard ball C According to needing to allow the point acquisitions multiple to billiard ball C Surface of sensor 3.For the position of collection point, the present invention is according to half color billiard ball C The distribution of color characteristic of spherical surface proposes a kind of specific acquisition path, is avoided that extra collection point, improves acquisition as much as possible Speed.The present invention is gathered with roll mode, and in support plate 8, the movement locus of housing 1 is exactly a rectangle, a length of 1/2 Ball perimeter, width are 1/4 billiard ball perimeter.Cross direction movement can be quickly through length direction movement just carries out real-time timing sampling, can It is moved with middling speed.
Fig. 7 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment one flow chart, as shown in fig. 7, using two pillars squeeze billiard ball of housing it is made to be close to light-shield cover, Ran Houli Color acquisition is carried out to the region in light-shield cover with sensor, the type of billiard ball is finally determined according to distribution of color characteristic.
In the specific embodiment shown in the drawings, the billiard ball pattern recognition methods based on single color sensor includes:
Step 100:Enter the in vivo billiard ball of shell using two pillars squeezes of housing so that the billiard ball are close to be in the light Cover.In specific embodiments of the present invention, after billiard ball enter housing, processor control steering engine squeeze station ball makes it be close to light-shield cover, Prevent extraneous light from entering in light-shield cover.
Step 102:The distribution of color characteristic in the region of the light-shield cover is corresponded to using the sensor acquisition billiard ball.This hair In bright specific embodiment, billiard ball are close on light-shield cover, and processor controls sensor to carry out color to light-shield cover overlay area Acquisition,
Step 103:The type of the billiard ball is determined according to the distribution of color characteristic.In specific embodiments of the present invention, Color acquisition is carried out to billiard ball by using sensor, then the color data collected is passed to processor by sensor, is located Reason device analyzes color data, the color of final definite billiard ball.
Referring to Fig. 7, billiard ball are pressed on light-shield cover by steering engine, prevent extraneous light from entering in light-shield cover, sensor inspection It surveys by the color in the billiard ball region of light-shield cover covering, the color data detected is then passed into processor, by processor The type of billiard ball is determined to the analysis of distribution of color characteristic.
Fig. 8 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment two flow chart, be the inspection of sensor as shown in figure 8, using the billiard ball region that is covered of LED light irradiation light-shield cover It surveys and light source is provided.
In the specific embodiment shown in the drawings, before step 102, the billiard ball pattern based on single color sensor is known Other method includes:
Step 101:The region of the light-shield cover is corresponded to using the LED light irradiation billiard ball.Specific embodiments of the present invention In, the detection process of sensor is actually to need light source, and light-shield cover blocks extraneous light source, this is just needed in light-shield cover Inside sets a light source, and necessary factor is provided for the detection of sensor.
Referring to Fig. 8, it is contemplated that the influence of surrounding environment light can make the detection of sensor deviation occur, so billiard ball table Face area to be detected is covered with light-shield cover, prevents ambient from entering.But the detection of sensor is also required to light, so keeping off The inside of light shield sets LED light, and polishing is carried out to billiard ball surface.
Fig. 9 is a kind of billiard ball pattern recognition methods based on single color sensor that the specific embodiment of the invention provides Embodiment three flow chart, as shown in figure 9, allow motion drive housing on the supporting plate according to rectangular track transport It is dynamic, so as to which sensor is allowed to collect the multiple regions of billiard ball.
In the specific embodiment shown in the drawings, before step 102, the billiard ball pattern based on single color sensor is known Other method includes:
Step 101 ':Using motion the housing is driven to be moved on the supporting plate by rectangle track so that described Billiard ball roll in the support plate, so that the sensor gathers the multiple regions of the billiard ball.The specific reality of the present invention It applies in example, is moved on the supporting plate according to rectangular track, be in order to which sensor is allowed to walk one on the surface of billiard ball with 90 degree Intersecting route can so detect the type of billiard ball to the greatest extent, improve the accuracy of identification.
Figure 10 is a kind of billiard ball pattern identification side based on single color sensor that the specific embodiment of the invention provides The flow chart of the example IV of method, as shown in Figure 10, according to the type of the billiard ball obtained after detection, processor controlled motion mechanism Predetermined position is moved to, then steering engine is controlled to be discharged into billiard ball on predetermined position.
In the specific embodiment shown in the drawings, after step 103, the billiard ball pattern based on single color sensor is known Other method includes:
Step 104:The housing is moved to by a yard ball position according to the type of the billiard ball.Specific embodiments of the present invention In, the billiard ball terminated for color acquisition according to the type of its billiard ball detected, it is necessary to classify, so detection post processing Device moves to predetermined position according to the Type Control motion of billiard ball.
Step 105:The billiard ball are discharged by the code ball position by the steering engine.Specific embodiments of the present invention In, after billiard ball are moved to predetermined position, controller will control steering engine to unclamp billiard ball, and billiard ball are discharged into predetermined position It puts, this completes the identifications and classification of billiard ball.
In the embodiment of the present invention, sphere posture that billiard ball C is fallen into after housing 1 be it is random, the starting point in the path of rolling, Direction is all random.What is considered now is the critical condition shown in Fig. 6, i.e., after billiard ball C is fallen, sensor 3 and colour circle Outer is tangent, is moved towards the direction of Maximum Contact colored region.The corresponding route of the situation as in Fig. 6 from left to bottom right Route A.As shown in fig. 6, light-shield cover 2 selects a diameter of 8mm in the present invention, sensor 3 is located at the centre position of light-shield cover 2, institute Using it is tangent when route A and colour circle outer it is tangent and distance L1 is 4mm.Point on route A is in addition to numeric area Existing " non-white ", and the route out of route A rotates counterclockwise a very big angular range is also presentation " non-white ".Because The movement locus of housing 1 is a rectangle, and a length of 1/2 billiard ball perimeter, width is 1/4 billiard ball perimeter, so route B is route A It is rotated by 90 ° counterclockwise, by measurement, such as Fig. 6, the straight line between the intersection point on the outer circle border of route B and the colour circle on billiard ball C Distance L2 is 5.7mm, more than the radius 4mm of light-shield cover 2.I.e. in route B, there is the collection point of " white ".For the pole of Fig. 6 The mutually orthogonal route of a pair of limit situation can also meet while be related to " white " and " colour " remainder, so it is with generally Property.
The foregoing is merely the schematical specific embodiment of the present invention, before the design of the present invention and principle is not departed from It puts, the equivalent variations and modification that any those skilled in the art is made should all belong to the scope of protection of the invention.

Claims (11)

1. a kind of billiard ball pattern identification device based on single color sensor, which is characterized in that the identification device includes:
Housing (1);
Light-shield cover (2) is arranged on the housing (1), for stopping that ambient is irradiated to the pickup area of billiard ball (C);
Sensor (3) is arranged in the light-shield cover (2), for sensing the distribution of color characteristic of the pickup area;
Illuminating part (4) is arranged in the light-shield cover (2), for irradiating the pickup area;And
Processor (5) is connected with the sensor (3), for determining the class of the billiard ball (C) according to the distribution of color characteristic Type.
2. the billiard ball pattern identification device according to claim 1 based on single color sensor, which is characterized in that the knowledge Other device further includes:
Motion (6) is connected with the processor (5), moves the housing (1) for the type according to the billiard ball (C) Code ball position is moved, and during movement the billiard ball (C) in the housing (1) is driven to roll;And
The steering engine (7) being arranged on the housing (1), is connected with the processor (5), for by the institute in the housing (1) It states billiard ball (C) and is discharged into the code ball position.
3. the billiard ball pattern identification device according to claim 2 based on single color sensor, which is characterized in that the knowledge Other device further includes:
Support plate (8) is arranged at below the motion (6), and the motion (6) drives the housing (1) mobile When, the support plate (8) contacts the billiard ball (C) in the housing (1), so that the billiard ball (C) roll, so as to described Sensor (3) detects multiple pickup areas of the billiard ball (C).
4. the billiard ball pattern identification device according to claim 2 based on single color sensor, which is characterized in that described Steering engine (7) is located at the both sides of the billiard ball (C) with the sensor (3).
5. the billiard ball pattern identification device according to claim 1 based on single color sensor, which is characterized in that described Light-shield cover (2) has cylindrical shape outer (21).
6. the billiard ball pattern identification device according to claim 5 based on single color sensor, which is characterized in that acquisition During the distribution of color characteristic of the billiard ball (C), the axle center of the cylindrical shape outer (21) passes through the centre of sphere of the billiard ball (C).
7. the billiard ball pattern identification device according to claim 5 based on single color sensor, which is characterized in that acquisition During the distribution of color characteristic of the billiard ball (C), the spherical surface of the billiard ball (C) is close to the cylindrical shape outer (21), the circle The region of tubular outer (21) delineation is the pickup area.
8. a kind of billiard ball pattern recognition methods based on single color sensor, which is characterized in that this method includes:
Enter the in vivo billiard ball of shell using two pillars squeezes of housing so that the billiard ball are close to light-shield cover;
The distribution of color characteristic in the region of the light-shield cover is corresponded to using the sensor acquisition billiard ball;And
The type of the billiard ball is determined according to the distribution of color characteristic.
9. the billiard ball pattern recognition methods according to claim 8 based on single color sensor, which is characterized in that utilize Before sensor gathers the step of billiard ball correspond to the distribution of color characteristic in the light-shield cover region, this method further includes:
The region of the light-shield cover is corresponded to using the LED light irradiation billiard ball.
10. the billiard ball pattern recognition methods according to claim 8 based on single color sensor, which is characterized in that profit Before the step of gathering the distribution of color characteristic in the region that the billiard ball correspond to the light-shield cover with sensor, this method is also wrapped It includes:
Using motion the housing is driven to be moved on the supporting plate by rectangle track so that the billiard ball are in the support It is rolled on plate, so that the sensor gathers the multiple regions of the billiard ball.
11. the billiard ball pattern recognition methods according to claim 8 based on single color sensor, which is characterized in that root After the step of determining the type of the billiard ball according to the distribution of color characteristic, this method further includes:
The housing is moved to by a yard ball position according to the type of the billiard ball;And
The billiard ball are discharged by the code ball position by the steering engine.
CN201810018559.5A 2018-01-09 2018-01-09 Billiard ball color recognition device and method based on single color sensor Active CN108096820B (en)

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CN112580583A (en) * 2020-12-28 2021-03-30 深圳市普汇智联科技有限公司 Automatic calibration method and system for billiard design and color identification parameters
CN112597929A (en) * 2020-12-28 2021-04-02 深圳市普汇智联科技有限公司 Billiard position determining method and system

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CN103638675A (en) * 2013-11-20 2014-03-19 上海交通大学 Continuous identification device and method for panchromatic billiards and bi-color billiards
CN206526497U (en) * 2016-11-04 2017-09-29 王�锋 Billiard ball NID number identifier and automatic swing ball machine

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CN101766904A (en) * 2010-01-20 2010-07-07 青岛科技大学 Billiards identification device for automatic billiards machine
CN103638675A (en) * 2013-11-20 2014-03-19 上海交通大学 Continuous identification device and method for panchromatic billiards and bi-color billiards
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CN112580583A (en) * 2020-12-28 2021-03-30 深圳市普汇智联科技有限公司 Automatic calibration method and system for billiard design and color identification parameters
CN112597929A (en) * 2020-12-28 2021-04-02 深圳市普汇智联科技有限公司 Billiard position determining method and system
CN112597929B (en) * 2020-12-28 2024-03-15 深圳市普汇智联科技有限公司 Billiard ball position determining method and system
CN112580583B (en) * 2020-12-28 2024-03-15 深圳市普汇智联科技有限公司 Automatic calibration method and system for billiard ball color recognition parameters

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