US20140257562A1 - Object searching system, object searching method, and cleaning robot - Google Patents

Object searching system, object searching method, and cleaning robot Download PDF

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Publication number
US20140257562A1
US20140257562A1 US14/281,813 US201414281813A US2014257562A1 US 20140257562 A1 US20140257562 A1 US 20140257562A1 US 201414281813 A US201414281813 A US 201414281813A US 2014257562 A1 US2014257562 A1 US 2014257562A1
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Prior art keywords
cleaning robot
camera
image
cleaning
module
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Abandoned
Application number
US14/281,813
Inventor
Hou-Hsien Lee
Chang-Jung Lee
Chih-Ping Lo
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Hon Hai Precision Industry Co Ltd
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Hon Hai Precision Industry Co Ltd
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Publication date
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Priority to US14/281,813 priority Critical patent/US20140257562A1/en
Assigned to HON HAI PRECISION INDUSTRY CO., LTD. reassignment HON HAI PRECISION INDUSTRY CO., LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: LEE, CHANG-JUNG, LEE, HOU-HSIEN, LO, CHIH-PING
Publication of US20140257562A1 publication Critical patent/US20140257562A1/en
Abandoned legal-status Critical Current

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L11/00Machines for cleaning floors, carpets, furniture, walls, or wall coverings
    • A47L11/40Parts or details of machines not provided for in groups A47L11/02 - A47L11/38, or not restricted to one of these groups, e.g. handles, arrangements of switches, skirts, buffers, levers
    • A47L11/4061Steering means; Means for avoiding obstacles; Details related to the place where the driver is accommodated
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47LDOMESTIC WASHING OR CLEANING; SUCTION CLEANERS IN GENERAL
    • A47L2201/00Robotic cleaning machines, i.e. with automatic control of the travelling movement or the cleaning operation
    • A47L2201/04Automatic control of the travelling movement; Automatic obstacle detection

Definitions

  • the present disclosure relates to a cleaning robot, particularly to a cleaning robot including an object searching system and an object searching method.
  • cleaning robots can sweep the room according to commands preset by a user. However, the cleaning robot may not be able to find a non-trash object when the cleaning robot is cleaning the room.
  • FIG. 1 is a schematic diagram of an exemplary embodiment of a cleaning robot.
  • FIG. 2 is a block diagram of the cleaning robot of FIG. 1 , wherein the cleaning robot includes an object searching system.
  • FIG. 3 is a block diagram of an exemplary embodiment of the object searching system of FIG. 2 .
  • FIG. 4 is a flowchart of an exemplary embodiment of an object searching method.
  • an exemplary embodiment of a cleaning robot 1 includes a chassis 10 , a control system 11 , a cleaning device 12 , a moving device 15 , a box 16 , a camera 18 , an object searching system 19 , and a locating device 13 .
  • the chassis 10 is to cover the control system 11 , the cleaning device 12 , the moving device 15 , and the box 16 .
  • the cleaning device 12 may be a brush for cleaning the floor.
  • the moving device 15 may include a motor, and wheels driven by the motor to move the cleaning robot 1 .
  • the control system 11 is used to set a path and time, and controls the cleaning device 12 and the moving device 15 according to the path and the time.
  • the box 16 is used to store dirt.
  • the camera 18 is mounted on the chassis 10 to capture an image in front of the cleaning robot 1 .
  • the locating device 13 tracks a location of the cleaning robot 1 .
  • the moving motions of the cleaning robot 1 can be regarded as how the cleaning robot 1 arrives at the present location from a starting point. For example, the cleaning robot 1 first goes one meter forward, then turns left and goes one meter forward, and at last, turns left and goes two meters forward. At this condition, a present location of the cleaning robot 1 can be regarded as “go one meter forward, turn left and go one meter forward, turn left and go two meters forward”.
  • the object searching system 19 includes a processing unit 100 , and a storage unit 110 .
  • the storage unit 110 includes an image storing module 190 , a comparison module 192 , an information storing module 195 , an adjustment module 196 , and an informing module 198 , which may include computer code to be executed by the processing unit 100 .
  • the image storing module 190 stores a plurality of images of different objects. Each object corresponds to a plurality of images shot from different angles.
  • the images are regarded as reference images.
  • the different objects are regarded as important objects. Of course, users can add more images to the image storage module 190 or delete some images stored in the image storing module 190 .
  • the comparison module 192 compares the image captured by the camera 18 with the reference images stored in the image storing module 190 to determine whether the image captured by the camera 18 is the same as one of the reference images stored in the image storing module 190 .
  • the information storing module 195 stores a position where the locating device 13 tracks at this time and the image captured by the camera 18 .
  • the adjustment module 196 adjusts the path of the cleaning robot 1 to stop the cleaning robot 1 from cleaning the object.
  • the informing module 198 informs the user, such as by emitting an alarm.
  • the informing module 198 may include a light-emitting diode and/or a buzzer. The user can check the position and the image stored in the information storing module 195 to find out the object.
  • the cleaning robot 1 further includes a button. When the button is pressed, the control system 11 reads the position stored in the information storing module 195 , and controls the moving device 15 to make the cleaning device 1 go to the position. As a result, the user can find the important object.
  • an exemplary embodiment of an object searching method includes the following steps.
  • step S 1 a plurality of images of different objects are stored in the image storing module 190 .
  • Each object corresponds to a plurality of images shot from different angles.
  • step S 2 the camera 18 captures an image in front of the cleaning robot 1 .
  • step S 3 the comparison module 192 compares the image captured by the camera 18 with the images stored in the image storing module 190 to determine whether the image captured by the camera 18 is the same as one of the images stored in the image storing module 190 . If the image captured by the camera 18 is the same as one of the images stored in the image storing module 190 , it flows to step S 4 . If the image captured by the camera 18 is not the same as any image stored in the image storing module 190 , it returns to step S 2 .
  • step S 4 the information storing module 195 stores a position where the locating device 13 is tracking at this moment and the image captured by the camera 18 .
  • step S 5 the adjustment module 196 adjusts the path of the cleaning robot 1 to stop the cleaning robot 1 from cleaning the object.
  • step S 6 the informing module 198 informs the user.

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  • Engineering & Computer Science (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Image Analysis (AREA)

Abstract

A cleaning robot includes a chassis, a cleaning device, a moving device, and a control system. The control system is configured to perform functions: capturing an image in front of a cleaning robot by a camera; comparing the image with a number of reference images to determine whether the image is the same as one of the reference images; storing a position of the cleaning robot and the image when the image is the same as one of the reference images; adjusting the path of the cleaning robot to stop the cleaning robot from cleaning the object; and emitting an alarm.

Description

    CROSS-REFERENCE TO RELATED APPLICATIONS
  • This present application is a divisional application of U.S. patent application, entitled “OBJECT SEARCHING SYSTEM, OBJECT SEARCHING METHOD, AND CLEANING ROBOT”, with application Ser. No. 13/207,679, filed on Aug. 11, 2011, which claims foreign priority based on Taiwanese Patent application No. 100118565, filed in Taiwan on May 27, 2011. The contents of the above-referenced applications are hereby incorporated by reference.
  • FIELD
  • The present disclosure relates to a cleaning robot, particularly to a cleaning robot including an object searching system and an object searching method.
  • BACKGROUND
  • Many cleaning robots can sweep the room according to commands preset by a user. However, the cleaning robot may not be able to find a non-trash object when the cleaning robot is cleaning the room.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • Many aspects of the embodiments can be better understood with reference to the following drawings. The components in the drawings are not necessarily drawn to scale, the emphasis instead being placed upon clearly illustrating the principles of the present embodiments. Moreover, in the drawings, like reference numerals designate corresponding parts throughout the several views.
  • FIG. 1 is a schematic diagram of an exemplary embodiment of a cleaning robot.
  • FIG. 2 is a block diagram of the cleaning robot of FIG. 1, wherein the cleaning robot includes an object searching system.
  • FIG. 3 is a block diagram of an exemplary embodiment of the object searching system of FIG. 2.
  • FIG. 4 is a flowchart of an exemplary embodiment of an object searching method.
  • DETAILED DESCRIPTION
  • The disclosure, including the accompanying drawings, is illustrated by way of examples and not by way of limitation. It should be noted that references to “an” or “one” embodiment in this disclosure are not necessarily to the same embodiment, and such references mean at least one.
  • Referring to FIGS. 1 and 2, an exemplary embodiment of a cleaning robot 1 includes a chassis 10, a control system 11, a cleaning device 12, a moving device 15, a box 16, a camera 18, an object searching system 19, and a locating device 13.
  • The chassis 10 is to cover the control system 11, the cleaning device 12, the moving device 15, and the box 16. The cleaning device 12 may be a brush for cleaning the floor. The moving device 15 may include a motor, and wheels driven by the motor to move the cleaning robot 1. The control system 11 is used to set a path and time, and controls the cleaning device 12 and the moving device 15 according to the path and the time. The box 16 is used to store dirt.
  • The camera 18 is mounted on the chassis 10 to capture an image in front of the cleaning robot 1. The locating device 13 tracks a location of the cleaning robot 1. In the embodiment, the moving motions of the cleaning robot 1 can be regarded as how the cleaning robot 1 arrives at the present location from a starting point. For example, the cleaning robot 1 first goes one meter forward, then turns left and goes one meter forward, and at last, turns left and goes two meters forward. At this condition, a present location of the cleaning robot 1 can be regarded as “go one meter forward, turn left and go one meter forward, turn left and go two meters forward”.
  • Referring to FIG. 3, the object searching system 19 includes a processing unit 100, and a storage unit 110. The storage unit 110 includes an image storing module 190, a comparison module 192, an information storing module 195, an adjustment module 196, and an informing module 198, which may include computer code to be executed by the processing unit 100.
  • The image storing module 190 stores a plurality of images of different objects. Each object corresponds to a plurality of images shot from different angles. The images are regarded as reference images. The different objects are regarded as important objects. Of course, users can add more images to the image storage module 190 or delete some images stored in the image storing module 190.
  • The comparison module 192 compares the image captured by the camera 18 with the reference images stored in the image storing module 190 to determine whether the image captured by the camera 18 is the same as one of the reference images stored in the image storing module 190.
  • If the image captured by the camera 18 is the same as one of the reference images stored in the image storing module 190, the information storing module 195 stores a position where the locating device 13 tracks at this time and the image captured by the camera 18.
  • In addition, if the image captured by the camera 18 is the same as one of the reference images stored in the image storing module 190, the adjustment module 196 adjusts the path of the cleaning robot 1 to stop the cleaning robot 1 from cleaning the object. Moreover, the informing module 198 informs the user, such as by emitting an alarm. In the embodiment, the informing module 198 may include a light-emitting diode and/or a buzzer. The user can check the position and the image stored in the information storing module 195 to find out the object.
  • If the user is not at home when the informing module 198 informs the user, the user can check the information stored in the information storing module 195 to determine whether the cleaning robot 1 has found an important object during the cleaning of the room after the user comes back. If the cleaning robot 1 has found an important object, the user can check the position and the image stored in the information storing module 195 to find the important object. Moreover, the cleaning robot 1 further includes a button. When the button is pressed, the control system 11 reads the position stored in the information storing module 195, and controls the moving device 15 to make the cleaning device 1 go to the position. As a result, the user can find the important object.
  • Referring to FIG. 4, an exemplary embodiment of an object searching method includes the following steps.
  • In step S1, a plurality of images of different objects are stored in the image storing module 190. Each object corresponds to a plurality of images shot from different angles.
  • In step S2, the camera 18 captures an image in front of the cleaning robot 1.
  • In step S3, the comparison module 192 compares the image captured by the camera 18 with the images stored in the image storing module 190 to determine whether the image captured by the camera 18 is the same as one of the images stored in the image storing module 190. If the image captured by the camera 18 is the same as one of the images stored in the image storing module 190, it flows to step S4. If the image captured by the camera 18 is not the same as any image stored in the image storing module 190, it returns to step S2.
  • In step S4, the information storing module 195 stores a position where the locating device 13 is tracking at this moment and the image captured by the camera 18.
  • In step S5, the adjustment module 196 adjusts the path of the cleaning robot 1 to stop the cleaning robot 1 from cleaning the object.
  • In step S6, the informing module 198 informs the user.
  • The foregoing description of the exemplary embodiments of the disclosure has been presented only for the purposes of illustration and description and is not intended to be exhaustive or to limit the disclosure to the precise forms disclosed. Many modifications and variations are possible in light of everything above. The embodiments were chosen and described in order to explain the principles of the disclosure and their practical application so as to enable others of ordinary skill in the art to utilize the disclosure and various embodiments and with various modifications as are suited to the particular use contemplated. Alternative embodiments will become apparent to those of ordinary skills in the art to which the present disclosure pertains without departing from its spirit and scope. Accordingly, the scope of the present disclosure is defined by the appended claims rather than the foregoing description and the exemplary embodiments described therein.

Claims (2)

What is claimed is:
1. A cleaning robot comprising:
a chassis;
a cleaning device;
a moving device to drive the chassis to move;
a control system to control the cleaning device and the moving device;
a camera mounted on the chassis to capture an image in front of the chassis;
a locating device to track a location of the cleaning robot;
a processing unit connected to the camera and the locating device; and
a storage unit connected to the processing unit and storing a plurality of programs to be executed by the processing unit, wherein the storage unit comprises:
a comparison module to compare the image captured by the camera with a plurality of reference images of different objects to determine whether the image captured by the camera is the same as one of the plurality of reference images;
an information storing module, wherein when the image captured by the camera is the same as one of the plurality of reference images, the information storing module stores a location obtained by the locating device and the image captured by the camera;
an adjustment module, wherein when the image captured by the camera is the same as one of the plurality of reference images, the adjustment module controls the control system to adjust a path of the cleaning robot to stop the cleaning robot from cleaning the object; and
an informing module, wherein when the image captured by the camera is the same as one of the plurality of reference images, the informing module emits an alarm.
2. The cleaning robot of claim 1, wherein the storage unit further comprises an image storing module to store the plurality of images of different objects, and each object corresponds a plurality of images shot from different angles.
US14/281,813 2011-05-27 2014-05-19 Object searching system, object searching method, and cleaning robot Abandoned US20140257562A1 (en)

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TW100118565 2011-05-27
TW100118565A TW201247157A (en) 2011-05-27 2011-05-27 Object searching system and method, sweeper with the system
US13/207,679 US8768511B2 (en) 2011-05-27 2011-08-11 Object searching system, object searching method, and cleaning robot
US14/281,813 US20140257562A1 (en) 2011-05-27 2014-05-19 Object searching system, object searching method, and cleaning robot

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Cited By (7)

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US20130049926A1 (en) * 2011-08-24 2013-02-28 Jonathan J. Hull Image recognition in passive rfid devices
US20140336863A1 (en) * 2013-05-10 2014-11-13 Samsung Electronics Co., Ltd. Cleaning robot and control method thereof
CN108125622A (en) * 2017-12-15 2018-06-08 珊口(上海)智能科技有限公司 Control method, system and the clean robot being applicable in
CN108332755A (en) * 2018-02-08 2018-07-27 衢州职业技术学院 A kind of ball shape robot vision positioning system
CN109497893A (en) * 2018-12-28 2019-03-22 湖南格兰博智能科技有限责任公司 A kind of sweeping robot and its method for judging self-position
CN110664330A (en) * 2019-11-14 2020-01-10 安徽新博普曼智能科技股份有限公司 Cleaning robot
CN112263189A (en) * 2020-10-26 2021-01-26 中国计量大学 Sweeping robot and method for distinguishing and cleaning garbage

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* Cited by examiner, † Cited by third party
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US10106323B2 (en) 2014-01-24 2018-10-23 Swisslog Logistics, Inc. Apparatus for positioning an automated lifting storage cart and related methods
WO2015134529A1 (en) 2014-03-05 2015-09-11 Pas, Llc Automated lifting storage cart
US10207867B2 (en) 2015-07-01 2019-02-19 Swisslog Logistics, Inc. Automated pallet storage and retrieval system
CN106406300B (en) * 2015-07-28 2020-04-07 智棋科技有限公司 Cleaning device and control method thereof
EP3439522B1 (en) 2016-04-08 2023-06-07 A&K Robotics Inc. Autoscrubber convertible between manual and autonomous operation
CA3052266A1 (en) 2017-01-31 2018-08-09 Geniphys, Llc Methods and compositions for matrix preparation
CN110795964B (en) * 2018-08-01 2022-11-18 珠海格力电器股份有限公司 Sweeping method and device of sweeping robot
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Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100500842B1 (en) * 2002-10-31 2005-07-12 삼성광주전자 주식회사 Robot cleaner, system thereof and method for controlling the same
JP2006007368A (en) * 2004-06-25 2006-01-12 Funai Electric Co Ltd Self-propelled vacuum cleaner
US8374721B2 (en) * 2005-12-02 2013-02-12 Irobot Corporation Robot system
KR100769909B1 (en) * 2006-09-06 2007-10-24 엘지전자 주식회사 Robot cleaner and operating method thereof
WO2010013916A2 (en) * 2008-07-29 2010-02-04 Ibs Engineering Co., Ltd. Remote controlled robot for cleaning inner-walls of duct and remote control system using same
KR101133091B1 (en) * 2010-08-20 2012-04-04 재단법인 포항지능로봇연구소 Cleaning robot, method and apparatus for underwater sediment cleaning
WO2012099694A1 (en) * 2010-12-30 2012-07-26 Irobot Corporation Coverage robot navigation

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130049926A1 (en) * 2011-08-24 2013-02-28 Jonathan J. Hull Image recognition in passive rfid devices
US9165231B2 (en) * 2011-08-24 2015-10-20 Ricoh Company, Ltd. Image recognition in passive RFID devices
US20140336863A1 (en) * 2013-05-10 2014-11-13 Samsung Electronics Co., Ltd. Cleaning robot and control method thereof
US9504369B2 (en) * 2013-05-10 2016-11-29 Samsung Electronics Co., Ltd. Cleaning robot and control method thereof
CN108125622A (en) * 2017-12-15 2018-06-08 珊口(上海)智能科技有限公司 Control method, system and the clean robot being applicable in
WO2019114221A1 (en) * 2017-12-15 2019-06-20 珊口(上海)智能科技有限公司 Control method and system, and applicable cleaning robot
CN108332755A (en) * 2018-02-08 2018-07-27 衢州职业技术学院 A kind of ball shape robot vision positioning system
CN109497893A (en) * 2018-12-28 2019-03-22 湖南格兰博智能科技有限责任公司 A kind of sweeping robot and its method for judging self-position
CN110664330A (en) * 2019-11-14 2020-01-10 安徽新博普曼智能科技股份有限公司 Cleaning robot
CN112263189A (en) * 2020-10-26 2021-01-26 中国计量大学 Sweeping robot and method for distinguishing and cleaning garbage

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TW201247157A (en) 2012-12-01
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Owner name: HON HAI PRECISION INDUSTRY CO., LTD., TAIWAN

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:LEE, HOU-HSIEN;LEE, CHANG-JUNG;LO, CHIH-PING;REEL/FRAME:032926/0915

Effective date: 20140516

STCB Information on status: application discontinuation

Free format text: EXPRESSLY ABANDONED -- DURING EXAMINATION