CN106407882A - Method and apparatus for realizing head rotation of robot by face detection - Google Patents

Method and apparatus for realizing head rotation of robot by face detection Download PDF

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Publication number
CN106407882A
CN106407882A CN201610597286.5A CN201610597286A CN106407882A CN 106407882 A CN106407882 A CN 106407882A CN 201610597286 A CN201610597286 A CN 201610597286A CN 106407882 A CN106407882 A CN 106407882A
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China
Prior art keywords
face
robot
image
head
control system
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CN201610597286.5A
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Chinese (zh)
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胡剑锋
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Heyuan Yyd Technology Co Ltd
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Heyuan Yyd Technology Co Ltd
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Priority to CN201610597286.5A priority Critical patent/CN106407882A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161Detection; Localisation; Normalisation
    • G06V40/165Detection; Localisation; Normalisation using facial parts and geometric relationships
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Programme-controlled manipulators
    • B25J9/16Programme controls
    • B25J9/1602Programme controls characterised by the control system, structure, architecture
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing
    • G06T1/0014Image feed-back for automatic industrial control, e.g. robot with camera
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • G06T2207/30201Face

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Robotics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Geometry (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Automation & Control Theory (AREA)
  • Mechanical Engineering (AREA)
  • Manipulator (AREA)

Abstract

The invention discloses a method for realizing head rotation of a robot by face detection. The method comprises: a control system is started, target face information is set, and a camera is turned on; the camera rotates to obtain an image and feeds back image information to a control system, and the control system reads image information; the control system identifies whether a target face exists in the image; if so, the control system obtains a target face position and the head of a robot rotates with movement of the face; and if not, the camera obtains an image again. The method and apparatus have the following beneficial effects: a robot with following head rotation is realized by face detection; and when a user moves towards a certain direction at a certain angle, the head of the robot rotates with the user. During the using process, the robot can face the face of the user directly; and a defect that some existing robots with stiff movements lack of flexibility and interaction can be overcome, so that the fun of the robot and the user can be increased substantially.

Description

Robot realizes the method and device of head rotation by Face datection
Technical field
The present invention relates to a kind of robot head rotating method.
Background technology
Robot is simulation behavior of men or the machinery of thought or simulation other biological, incorporates machinery, electronics, letter The technology in the fields such as breath, industrial design.Robot has widely been used in various fields at present, and particularly high-risk, height are negative The high work of load, fine, repeatability, for example, manufacturing industry production line produces product using industrial robot.
With the development of science and technology and demand, the application of robot gradually penetrates into the daily life of general family and people In the middle of living, such as sweeping robot.In addition accompany and the robot of children education class releases so that the function of the interaction of machine person to person Become more and more important, substantially there are a voice-enabled chat in these robots, video monitoring, infrared remote control etc. is applied, but due to one A little restrictions, robot still cannot assume the content interactive with people active, changeable, lively too much, thus with user mutual Limit on dynamic.
At present, robot can't perceive the state in the external world very well, and its head can not follow the tracks of user, and Consumer's Experience is beaten greatly Discount, is not suitable for average family;Compare with the interactive mode of user single, the demand of user can not be met, also Number of values obtains improved place.
Content of the invention
It is an object of the invention to provide robot realizes the method and device of head rotation by Face datection.
The present invention adopts the following technical scheme that in order to achieve the above object:
The method that robot realizes head rotation by Face datection, comprises the following steps:
S1. open robot control system, target setting face information, start the photographic head being arranged on robot head, Enter S2;
S2. robot head rotates, and photographic head obtains image, feedback image information to control system, and control system reads Image information, enters S3;
S3. whether there is target face in control system identification image, if there being target face information, entering S4, if identification is not Go out target face, return S2;
S4. control system obtains target face location, and with the movement of face, robot head is followed and rotated.
Preferably, in described S2, the image step that control system reads photographic head acquisition is as follows:
(1) image is carried out bitmap format conversion;
(2) read view data;
(4) storage image data.
Preferably, in described S2, the image that photographic head obtains is figure frame by frame.
Preferably, in described S3, control system identification face information when be by detection image whether there is two between Away from and two center position and control system in the image of information matches that sets, if coupling, there is target face information.
Preferably, in described S4, after identifying target face information, control system is calculated face center and is obtained with photographic head Take the center deviation value of picture, driven machine head part rotates the sensing revising photographic head, make face center and picture central point Overlap, face moves, robot head is followed and moved.
Preferably, when control system calculates, with face center as zero, with direction straight up for Y-axis positive direction, With horizontal right direction for X-axis positive direction, calculate face coordinate X-axis and Y-axis is respectively offset from the distance of picture central point, according to This rotates apart from driven machine head part.
Robot realizes the device of head rotation by Face datection, including:
Image capture module, i.e. photographic head, in order to obtain image;
Image reading module, including bitmap format modular converter, data read module, data memory module;
The image that photographic head obtains first passes through form conversion, data storage after reading data;
Whether human face data identification module, have target human face data in identification view data, by detection image whether There is the image of the information matches setting in two spacing and two center position and control system,
Face offset distance calculation module, calculates face center position data and compares phase with image frame central point To position;
Driven machine head part's rotating module, according to face center and image frame center deviation value, being capable of driven machine Head part's rotational angle;
Robot head rotating module, including steering wheel, steering wheel includes direct current generator, train of reduction gears, sensor, controls electricity Road;After obtaining the instruction of head rotation, controlled by driven machine head part's rotating module, make robot head realize rotating.
The present invention beneficial effect be:The robot that head rotation is followed is realized by Face datection, its head has Motility, user also can follow user to rotate, during use toward the certain angle of certain direction movement, robot head Can guarantee that the face just to user for the robot, compensate for that some current robots are stiff to be lacked motility and interactive lack Fall into, the enjoyment of robot and user can be greatly improved, to robot using no longer dull hence it is evident that improving Consumer's Experience.
Brief description
Fig. 1 is embodiment of the present invention schematic flow sheet.
Specific embodiment
To describe the present invention below in conjunction with accompanying drawing and specific embodiment in detail, here is with the schematic enforcement of the present invention Example and explanation are used for explaining the present invention, but not as a limitation of the invention.
Embodiment one:
The step that robot realizes head rotation by Face datection is as follows:
S1. robot control system, target setting face information are opened, target face can be one or more, according to need Depending on wanting, start photographic head, enter S2;
S2. robot head rotates, and photographic head obtains image frame by frame, feedback image information to control system, controls system System reads image information, and the image step of acquisition is as follows:
(1) bitmap format modular converter carries out bitmap format conversion image;
(2) data read module reads view data;
(3) data memory module storage image data.
Enter S3;
S3. whether there is target human face data in human face data identification module identification view data, by detection image be No have two spacing and two center position and the image of the information matches of setting in control system, if coupling, there is mesh Mark face information, enters S4, if can not identify target face, returns S2;
S4. after control system identifies target face information, face offset distance calculation module calculate face center with Photographic head obtains the center deviation value of picture, and driven machine head part rotates the sensing revising photographic head, makes face center and picture Face central point overlaps, and face moves, and robot head is followed and moved.
When control system calculates, with face center as zero, with direction straight up for Y-axis positive direction, with level Right direction is X-axis positive direction, calculates face coordinate X-axis and Y-axis is respectively offset from the distance of picture central point,
Driven machine head part's rotating module, according to face center and image frame center deviation value, sends instruction, steering wheel After receiving instruction, direct current generator, train of reduction gears, sensor, control circuit startup work, so that robot head is rotated.
The technical scheme above embodiment of the present invention being provided is described in detail, specific case used herein The principle and embodiment of the embodiment of the present invention is set forth, the explanation of above example is only applicable to help understand this The principle of inventive embodiments;Simultaneously for one of ordinary skill in the art, according to the embodiment of the present invention, in specific embodiment party All will change in formula and range of application, in sum, this specification content should not be construed as limitation of the present invention.

Claims (7)

1. robot by Face datection realize head rotation method it is characterised in that:
Comprise the following steps:
S1. open robot control system, target setting face information, start the photographic head being arranged on robot head, enter S2;
S2. robot head rotates, and photographic head obtains image, feedback image information to control system, and control system reads image Information, enters S3;
S3. whether there is target face in control system identification image, if there being target face information, entering S4, if can not identify mesh Mark face, returns S2;
S4. control system obtains target face location, and with the movement of face, robot head is followed and rotated.
2. robot according to claim 1 by Face datection realize head rotation method it is characterised in that:
In described S2, the image step that control system reads photographic head acquisition is as follows:
(1) image is carried out bitmap format conversion;
(2) read view data;
(4) storage image data.
3. robot according to claim 1 by Face datection realize head rotation method it is characterised in that:
In described S2, the image that photographic head obtains is figure frame by frame.
4. robot according to claim 1 by Face datection realize head rotation method it is characterised in that:
In described S3, it is by whether there is two spacing Ji Liangyan centers in detection image during control system identification face information , if coupling, there is target face information in point position and the image of the information matches of setting in control system.
5. robot according to claim 1 by Face datection realize head rotation method it is characterised in that:
In described S4, after identifying target face information, control system is calculated face center and is obtained in picture with photographic head Heart deviation value, driven machine head part rotates the sensing revising photographic head, so that face center is overlapped with picture central point, and face moves Dynamic, robot head is followed and is moved.
6. robot according to claim 4 by Face datection realize head rotation method it is characterised in that:
When control system calculates, with face center as zero, with direction straight up for Y-axis positive direction, with level to the right Direction is X-axis positive direction, calculates face coordinate X-axis and Y-axis is respectively offset from the distance of picture central point, is driven according to this distance Robot head rotates.
7. robot by Face datection realize head rotation device it is characterised in that:
Including
Image capture module, i.e. photographic head, in order to obtain image;
Image reading module, including bitmap format modular converter, data read module, data memory module;
The image that photographic head obtains first passes through form conversion, data storage after reading data;
Whether human face data identification module, have target human face data in identification view data, whether there is by detection image The image of the information matches setting in two spacing and two center position and control system,
Face offset distance calculation module, calculates face center position data and with image frame central point relative to position Put;
Driven machine head part's rotating module, according to face center and image frame center deviation value, being capable of the driven machine number of people Portion's rotational angle;
Robot head rotating module, including steering wheel, steering wheel includes direct current generator, train of reduction gears, sensor, control circuit; After obtaining the instruction of head rotation, controlled by driven machine head part's rotating module, make robot head realize rotating.
CN201610597286.5A 2016-07-26 2016-07-26 Method and apparatus for realizing head rotation of robot by face detection Pending CN106407882A (en)

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Cited By (28)

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Publication number Priority date Publication date Assignee Title
CN106826867A (en) * 2017-03-31 2017-06-13 上海思依暄机器人科技股份有限公司 A kind of method that robot and control robot head are rotated
CN106881716A (en) * 2017-02-21 2017-06-23 深圳市锐曼智能装备有限公司 Human body follower method and system based on 3D cameras robot
CN107009357A (en) * 2017-04-05 2017-08-04 武汉科技大学 A kind of method that object is captured based on NAO robots
CN107168343A (en) * 2017-07-14 2017-09-15 灵动科技(北京)有限公司 The control method and luggage case of a kind of luggage case
CN107273850A (en) * 2017-06-15 2017-10-20 上海工程技术大学 A kind of autonomous follower method based on mobile robot
CN107622248A (en) * 2017-09-27 2018-01-23 威盛电子股份有限公司 One kind watches identification and interactive approach and device attentively
CN107831902A (en) * 2017-11-23 2018-03-23 腾讯科技(上海)有限公司 A kind of motion control method and its equipment, storage medium, terminal
CN107908008A (en) * 2017-12-28 2018-04-13 许峰 A kind of certainly mobile AR display screens
CN108492425A (en) * 2018-04-12 2018-09-04 广东汇泰龙科技有限公司 A kind of automatic track human faces door opening method and system based on face lock
CN108647633A (en) * 2018-05-08 2018-10-12 腾讯科技(深圳)有限公司 Recognition and tracking method, recognition and tracking device and robot
CN108733419A (en) * 2018-03-21 2018-11-02 北京猎户星空科技有限公司 Lasting awakening method, device, smart machine and the storage medium of smart machine
CN108733280A (en) * 2018-03-21 2018-11-02 北京猎户星空科技有限公司 Focus follower method, device, smart machine and the storage medium of smart machine
CN108921218A (en) * 2018-06-29 2018-11-30 炬大科技有限公司 A kind of target object detection method and device
CN108965720A (en) * 2018-08-13 2018-12-07 河南亚视软件技术有限公司 A kind of recognition of face camera system towards intelligent robot
CN108985225A (en) * 2018-07-13 2018-12-11 北京猎户星空科技有限公司 Focus follower method, device, electronic equipment and storage medium
CN109048940A (en) * 2018-08-29 2018-12-21 宁波Gqy视讯股份有限公司 A kind of man-machine interaction method and robot of robot
CN109108968A (en) * 2018-08-17 2019-01-01 深圳市三宝创新智能有限公司 Exchange method, device, equipment and the storage medium of robot head movement adjustment
CN109389093A (en) * 2018-10-23 2019-02-26 同济大学 Based on recognition of face towards type method for tracing
CN109955248A (en) * 2017-12-26 2019-07-02 深圳市优必选科技有限公司 Robot and face following method thereof
CN109968351A (en) * 2017-12-28 2019-07-05 深圳市优必选科技有限公司 Robot, control method thereof and device with storage function
CN110246190A (en) * 2019-06-10 2019-09-17 南京奥拓电子科技有限公司 A kind of robot interactive method that more technologies are realized
CN110386087A (en) * 2018-04-23 2019-10-29 上海擎感智能科技有限公司 Image pickup method, storage medium, electronic equipment and vehicle based on vehicle
CN111276142A (en) * 2020-01-20 2020-06-12 北京声智科技有限公司 Voice awakening method and electronic equipment
CN111331590A (en) * 2020-04-02 2020-06-26 上海国民集团健康科技有限公司 Robot head personification rotating mechanism and method
CN112565509A (en) * 2020-11-26 2021-03-26 浙江宜格企业管理集团有限公司 Mobile phone autonomous movement adjusting camera alignment system and control method thereof
CN112819887A (en) * 2021-02-26 2021-05-18 浙江宜格企业管理集团有限公司 Mirror surface adjusting control system and method
CN113298070A (en) * 2021-06-25 2021-08-24 安徽机电职业技术学院 Target recognition device for industrial robot
CN114310909A (en) * 2022-01-26 2022-04-12 美的集团(上海)有限公司 Robot and control method thereof

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CN106881716A (en) * 2017-02-21 2017-06-23 深圳市锐曼智能装备有限公司 Human body follower method and system based on 3D cameras robot
CN106826867A (en) * 2017-03-31 2017-06-13 上海思依暄机器人科技股份有限公司 A kind of method that robot and control robot head are rotated
CN107009357B (en) * 2017-04-05 2019-03-26 武汉科技大学 A method of object is grabbed based on NAO robot
CN107009357A (en) * 2017-04-05 2017-08-04 武汉科技大学 A kind of method that object is captured based on NAO robots
CN107273850A (en) * 2017-06-15 2017-10-20 上海工程技术大学 A kind of autonomous follower method based on mobile robot
CN107168343A (en) * 2017-07-14 2017-09-15 灵动科技(北京)有限公司 The control method and luggage case of a kind of luggage case
CN107622248A (en) * 2017-09-27 2018-01-23 威盛电子股份有限公司 One kind watches identification and interactive approach and device attentively
CN107622248B (en) * 2017-09-27 2020-11-10 威盛电子股份有限公司 Gaze identification and interaction method and device
CN107831902A (en) * 2017-11-23 2018-03-23 腾讯科技(上海)有限公司 A kind of motion control method and its equipment, storage medium, terminal
CN109955248A (en) * 2017-12-26 2019-07-02 深圳市优必选科技有限公司 Robot and face following method thereof
CN107908008A (en) * 2017-12-28 2018-04-13 许峰 A kind of certainly mobile AR display screens
CN109968351A (en) * 2017-12-28 2019-07-05 深圳市优必选科技有限公司 Robot, control method thereof and device with storage function
CN108733419B (en) * 2018-03-21 2021-04-27 北京猎户星空科技有限公司 Continuous awakening method and device of intelligent equipment, intelligent equipment and storage medium
CN108733280A (en) * 2018-03-21 2018-11-02 北京猎户星空科技有限公司 Focus follower method, device, smart machine and the storage medium of smart machine
TWI705382B (en) * 2018-03-21 2020-09-21 大陸商北京獵戶星空科技有限公司 Intelligent device focus following method, device, intelligent equipment and storage media
CN108733419A (en) * 2018-03-21 2018-11-02 北京猎户星空科技有限公司 Lasting awakening method, device, smart machine and the storage medium of smart machine
CN108492425A (en) * 2018-04-12 2018-09-04 广东汇泰龙科技有限公司 A kind of automatic track human faces door opening method and system based on face lock
CN110386087A (en) * 2018-04-23 2019-10-29 上海擎感智能科技有限公司 Image pickup method, storage medium, electronic equipment and vehicle based on vehicle
CN108647633A (en) * 2018-05-08 2018-10-12 腾讯科技(深圳)有限公司 Recognition and tracking method, recognition and tracking device and robot
CN108647633B (en) * 2018-05-08 2023-12-22 腾讯科技(深圳)有限公司 Identification tracking method, identification tracking device and robot
CN108921218B (en) * 2018-06-29 2022-06-24 炬大科技有限公司 Target object detection method and device
CN108921218A (en) * 2018-06-29 2018-11-30 炬大科技有限公司 A kind of target object detection method and device
CN108985225A (en) * 2018-07-13 2018-12-11 北京猎户星空科技有限公司 Focus follower method, device, electronic equipment and storage medium
CN108965720A (en) * 2018-08-13 2018-12-07 河南亚视软件技术有限公司 A kind of recognition of face camera system towards intelligent robot
CN109108968A (en) * 2018-08-17 2019-01-01 深圳市三宝创新智能有限公司 Exchange method, device, equipment and the storage medium of robot head movement adjustment
CN109048940A (en) * 2018-08-29 2018-12-21 宁波Gqy视讯股份有限公司 A kind of man-machine interaction method and robot of robot
CN109389093A (en) * 2018-10-23 2019-02-26 同济大学 Based on recognition of face towards type method for tracing
CN110246190A (en) * 2019-06-10 2019-09-17 南京奥拓电子科技有限公司 A kind of robot interactive method that more technologies are realized
CN111276142A (en) * 2020-01-20 2020-06-12 北京声智科技有限公司 Voice awakening method and electronic equipment
CN111276142B (en) * 2020-01-20 2023-04-07 北京声智科技有限公司 Voice wake-up method and electronic equipment
CN111331590A (en) * 2020-04-02 2020-06-26 上海国民集团健康科技有限公司 Robot head personification rotating mechanism and method
CN112565509A (en) * 2020-11-26 2021-03-26 浙江宜格企业管理集团有限公司 Mobile phone autonomous movement adjusting camera alignment system and control method thereof
CN112819887A (en) * 2021-02-26 2021-05-18 浙江宜格企业管理集团有限公司 Mirror surface adjusting control system and method
CN113298070B (en) * 2021-06-25 2022-04-01 安徽机电职业技术学院 Target recognition device for industrial robot
CN113298070A (en) * 2021-06-25 2021-08-24 安徽机电职业技术学院 Target recognition device for industrial robot
CN114310909A (en) * 2022-01-26 2022-04-12 美的集团(上海)有限公司 Robot and control method thereof

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Application publication date: 20170215