GB2484668A - Motion Sensitive System and Method of Generating a Control Signal - Google Patents

Motion Sensitive System and Method of Generating a Control Signal Download PDF

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Publication number
GB2484668A
GB2484668A GB1017540.4A GB201017540A GB2484668A GB 2484668 A GB2484668 A GB 2484668A GB 201017540 A GB201017540 A GB 201017540A GB 2484668 A GB2484668 A GB 2484668A
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GB
United Kingdom
Prior art keywords
moving object
motion sensitive
sensitive system
control signal
processing module
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
GB1017540.4A
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GB201017540D0 (en
Inventor
Steven Carle
Alan Pemberton
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
INTELLIGENT DOOR SOLUTIONS Ltd
Original Assignee
INTELLIGENT DOOR SOLUTIONS Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by INTELLIGENT DOOR SOLUTIONS Ltd filed Critical INTELLIGENT DOOR SOLUTIONS Ltd
Priority to GB1017540.4A priority Critical patent/GB2484668A/en
Publication of GB201017540D0 publication Critical patent/GB201017540D0/en
Priority to PCT/GB2011/052011 priority patent/WO2012052750A1/en
Publication of GB2484668A publication Critical patent/GB2484668A/en
Pending legal-status Critical Current

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Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00Burglar, theft or intruder alarms
    • G08B13/18Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
    • G08B13/189Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
    • G08B13/194Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
    • G08B13/196Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05FDEVICES FOR MOVING WINGS INTO OPEN OR CLOSED POSITION; CHECKS FOR WINGS; WING FITTINGS NOT OTHERWISE PROVIDED FOR, CONCERNED WITH THE FUNCTIONING OF THE WING
    • E05F15/00Power-operated mechanisms for wings
    • E05F15/70Power-operated mechanisms for wings with automatic actuation
    • E05F15/73Power-operated mechanisms for wings with automatic actuation responsive to movement or presence of persons or objects
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05FDEVICES FOR MOVING WINGS INTO OPEN OR CLOSED POSITION; CHECKS FOR WINGS; WING FITTINGS NOT OTHERWISE PROVIDED FOR, CONCERNED WITH THE FUNCTIONING OF THE WING
    • E05F15/00Power-operated mechanisms for wings
    • E05F15/60Power-operated mechanisms for wings using electrical actuators
    • E05F15/603Power-operated mechanisms for wings using electrical actuators using rotary electromotors
    • E05F15/632Power-operated mechanisms for wings using electrical actuators using rotary electromotors for horizontally-sliding wings
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05FDEVICES FOR MOVING WINGS INTO OPEN OR CLOSED POSITION; CHECKS FOR WINGS; WING FITTINGS NOT OTHERWISE PROVIDED FOR, CONCERNED WITH THE FUNCTIONING OF THE WING
    • E05F15/00Power-operated mechanisms for wings
    • E05F15/70Power-operated mechanisms for wings with automatic actuation
    • E05F15/73Power-operated mechanisms for wings with automatic actuation responsive to movement or presence of persons or objects
    • E05F2015/767Power-operated mechanisms for wings with automatic actuation responsive to movement or presence of persons or objects using cameras
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05YINDEXING SCHEME ASSOCIATED WITH SUBCLASSES E05D AND E05F, RELATING TO CONSTRUCTION ELEMENTS, ELECTRIC CONTROL, POWER SUPPLY, POWER SIGNAL OR TRANSMISSION, USER INTERFACES, MOUNTING OR COUPLING, DETAILS, ACCESSORIES, AUXILIARY OPERATIONS NOT OTHERWISE PROVIDED FOR, APPLICATION THEREOF
    • E05Y2800/00Details, accessories and auxiliary operations not otherwise provided for
    • E05Y2800/20Combinations of elements
    • E05Y2800/22Combinations of elements of not identical elements of the same category, e.g. combinations of not identical springs
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05YINDEXING SCHEME ASSOCIATED WITH SUBCLASSES E05D AND E05F, RELATING TO CONSTRUCTION ELEMENTS, ELECTRIC CONTROL, POWER SUPPLY, POWER SIGNAL OR TRANSMISSION, USER INTERFACES, MOUNTING OR COUPLING, DETAILS, ACCESSORIES, AUXILIARY OPERATIONS NOT OTHERWISE PROVIDED FOR, APPLICATION THEREOF
    • E05Y2900/00Application of doors, windows, wings or fittings thereof
    • E05Y2900/10Application of doors, windows, wings or fittings thereof for buildings or parts thereof
    • E05Y2900/13Type of wing
    • E05Y2900/132Doors
    • EFIXED CONSTRUCTIONS
    • E05LOCKS; KEYS; WINDOW OR DOOR FITTINGS; SAFES
    • E05YINDEXING SCHEME ASSOCIATED WITH SUBCLASSES E05D AND E05F, RELATING TO CONSTRUCTION ELEMENTS, ELECTRIC CONTROL, POWER SUPPLY, POWER SIGNAL OR TRANSMISSION, USER INTERFACES, MOUNTING OR COUPLING, DETAILS, ACCESSORIES, AUXILIARY OPERATIONS NOT OTHERWISE PROVIDED FOR, APPLICATION THEREOF
    • E05Y2900/00Application of doors, windows, wings or fittings thereof
    • E05Y2900/50Application of doors, windows, wings or fittings thereof for vehicles
    • E05Y2900/53Type of wing
    • E05Y2900/531Doors

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Power-Operated Mechanisms For Wings (AREA)

Abstract

A sensor arrangement (15 in fig. 1) captures first and second images 23 and 22 of a moving object in proximity to the target (33 or 10 in fig. 1). A processing module receives the first and second image from the sensor arrangement and calculates the position and velocity of the moving object before comparing these with at least one real or imaginary positional threshold (32, 31, 30). The processing module is also arranged to generate a control signal in response to the calculated position and velocity satisfying a criterion with respect to the positional threshold (e.g. if the object s approach crosses the threshold). This invention provides the generation of a control (e.g. door opening) signal when a target (e.g. door) is validly approached by a moving object (e.g. a person walking towards the door), but not when the approach is invalid (e.g. a person walking past the door or entrance).

Description

MOTION SENSITIVE SYSTEM AND
METHOD OF GENERATING A CONTROL SIGNAL
[0001] This invention relates to a motion sensitive system, and in particular to a motion sensitive system which generates a control signal when a target is validly approached. This invention further relates to a method of generating a control signal.
[0002] There are many devices, such as automatic doors, escalators, and barriers which only operate when a moving object, normally a person and sometimes a vehicle, are detected in the proximity of that device.
[0003] Taking automatic doors as an example, these generally comprise one or more doors attached to an electrically operated door opening mechanism which either swings or slides the door open. Automatic doors further include a proximity sensor, usually an infrared sensor or a microwave radar sensor. These proximity sensors will generally monitor an area in front of the door and if the sensor detects a person entering the area, a control signal will be sent to the door opening mechanism which will then open the door.
[00041 These prior art systems have the disadvantage that they will be operated whenever a person walks into the area being monitored, regardless of whether they intend to walk through the door or not. If a person merely walks past but near enough to the door to enter the area monitored by the sensor, it will still open.
This has the obvious disadvantage of unnecessary wear and tear on the door opening mechanism, and will also have an environmental impact if the building to which the doors are fitted is air conditioned or heated, as well as causing increased power consumption by the door mechanism.
[0005] This invention seeks to address the problem of such devices being unnecessarily operated, by providing a system that only triggers the operation of these devices when they are truly approached. Therefore, according to the present invention there is provided a motion sensitive system that generates a control signal when a target is validly approached by a moving object, said system comprising: a sensor arrangement which captures a first image of a moving object and a second image of the moving object in proximity to the target; a processing module arranged to perform image recognition, the processing module receiving the first and second image from the sensor arrangement and calculating the position and velocity of the moving object before referencing the velocity and position of the moving object with a predetermined positional threshold; and the processing module is also arranged to generate a control signal in response to the calculated positional threshold satisfying a predetermined criterion with respect to the predetermined positional threshold.
[0006] According to a second aspect of the present invention there is provided a method of generating a control signal when a target is validly approached by a moving object, said method comprising the following stages: a sensor arrangement captures a first image of a moving object and a second image of the moving object in proximity to the target; a processing module, which is arranged to perform image recognition, receives the first and second image from the sensor arrangement and calculates the position and velocity of the moving object before referencing the velocity and position of the moving object with a predetermined positional threshold; and the processing module generates a control signal in response to the calculated positional threshold satisfying a predetermined criterion with respect to the predetermined positional threshold.
[0007] Reference will generally be made herein in relation to automatic doors, unless otherwise specified, as this is one such situation where this invention can usefully be provided. However, other devices that are operated by proximity thereto would also benefit from this invention, such as escalators, lifts or barriers.
Automatic doors generally have an electrically driven motor to operate them and further include proximity sensors as described above, mainly utilising infrared or microwave radar. The present invention may utilise these drive motors, and work in conjunction with the pre-existing proximity sensors. In one embodiment, the opening mechanism will only be triggered if a control signal is received from both the pre-existing proximity sensor and the motion sensitive sensor of the current invention. Without a control signal from the motion sensitive sensor, the proximity sensor will be inhibited. Alternatively, the system described herein could be the only system used to trigger the opening of the door. Whilst automatic doors could be produced which incorporate the motion sensitive system, the system could also be retrofitted to pre-existing automatic doors. Whilst the present application could apply to the automatic doors of a building, it could also apply to automatic doors on a vehicle such as a bus or a train.
[0008] In a further embodiment of the present invention, the signal generated could operate an alarm. One use of this embodiment would be as part of a warning system for use with lorries. In particular, the sensor arrangement can be deployed to monitor the blind spot of the lorry. If a cyclist, for example, pulls into the blind spot, its motion into the blind spot would be sufficient to trigger the alarm and notify the driver that the cyclist was there.
[0009] Any means which can detect the position and velocity of the moving object could be used as the sensor arrangement, though for most practical purposes, such as when applied to automatic doors or escalators, the sensor arrangement may comprise a video camera, for example a web-camera. Web-cameras have the further advantage of being cost effective for day to day use, which is particularly important considering that many such systems according to the present invention could be used within a single premises. However, other sensor arrangements such as ultrasound could conceivably be used. Whilst a single camera will generally be used, it has been found that in certain circumstances multiple cameras linked together provide an increased field of vision. For example, two linked cameras will be preferable for identifying one person positioned behind another, or if there is an unusual door layout.
[0010] The processing module receives information from the sensor arrangement which it analyses to see if relevant motion is detected. In order to do this, the processing module contains image recognition software which tracks the movement of the moving object. Image recognition software that can track the motion of an object is known per se, for example as provided in [P0567059 or EP0474307, and software such as this could form the basis for the software used by the processing module of the present invention.
[0011] The present invention requires the moving object to physically pass through a positional threshold. In one embodiment, the positional threshold may comprise two or more data (more than one datum), for example in the form of virtual markers arranged substantially perpendicular to how the moving object would normally approach the device. A signal could then be generated if the moving object passes two or more data within a certain time period. In the case of an automatic door, the data would be positioned in parallel with the doorway and spaced apart from each other, and in the case of an escalator the data would be also parallel and spaced apart in front of said escalator. The trajectory of a person approaching a door, for example, would be different to that of someone simply walking past. Therefore the data will be arranged so that they would only be crossed within a particular time frame by a person who is approaching the door.
Whilst prior art automatic doors would be opened by a person walking past the door within the monitored area, a door operated by the system of the present invention would open only when approached.
[00121 The data could be drawn physically on the ground and recorded by the image recognition software, or alternatively could be defined in software.
[0013] The system may then continue to detect the motion, and when no more relevant motion is detected towards the door for a predefined period of time, the closing mechanism is triggered. If further relevant motion towards the door is identified, the door closing is interrupted and opening of the door is triggered again.
[0014] It is thus possible to provide a motion sensing apparatus and a method of generating a control signal that reduce wear of electromechanical machinery that employ crude sensors to initiate activation thereof. The apparatus and method also contribute to saving of electrical power both through operation of the electromechanical machinery and, for example in the case of automatic doors, maintenance of environmental conditions, for example temperature, within a building. The above-mentioned energy savings also translate into cost savings both in relation to running costs of the electromechanical machinery but also environmental heating or cooling costs. In particular, the apparatus and method of the present invention would significantly save wear and tear on a door or related devices and mechanisms and thus increase the useful life thereof. Furthermore, the environmental improvement resultant from the present invention would be beneficial to the owners of particular buildings in terms of enhanced reputation, particularly as green issues are at the forefront of public policy. So called "green leases" for property require adherence to particular energy saving criteria, which would be met or improved upon by this invention. Furthermore financial incentives are often provided to increase energy efficiency. It should also be appreciated that the apparatus and method is equally applicable for internal use within a building as well as in relation to external doors, for example in a hospital.
[0015] In the context of an automatic door system, as a result of a decrease in the number of false activations of a door, the method and apparatus also minimises disruption and/or inconvenience to personnel working within a building in relatively close proximity to the door.
[0016] So it may be better understood, at least one embodiment of the present invention will now be described in detail, but by way of example only, with reference to the following drawings, in which: Figure 1 shows a schematic plan view of an automatic door incorporating the present invention; Figure 2 shows a schematic cross sectional side view of the door of Figure 1; Figure 3 shows a schematic diagram of the processing module; Figure 4 shows a flow diagram of an algorithm used by the present invention; Figure 5 shows a first and second captured image of a person; Figure 6 shows a first and second captured image with a bounding box and centroid; Figure 7 shows a first and second captured image of a person as shown in Figure 6 including the marker lines; and Figure 8 shows a schematic plan view of an automatic door incorporating a second embodiment of the present invention.
[0017] Referring initially to Figures 1 and 2, there is shown a door, generally indicated 10, comprising a pair of slidably mounted leaves 11 over a doorway 12 in a wall 13. The door 10 includes a motorised opening mechanism 14 which is arranged to slid ably open both of the leaves 11.
[0018] The door opening system further comprises a sensor arrangement to detect the presence of a person in the form of twin linked video cameras 15. The cameras 15 are mounted to the top corners of the doorway 12 and monitor a space 20, which is marked by dotted line 16 and constitutes a plan view in front of the door 10. The cameras 15 are connected to a processing module 17, which may be situated by the doorway 12 or remotely accessible via cable or wireless transmission. Alternatively, a single camera, for example centrally mounted above the doorway, could be provided. The processing module 17 in turn is in communication with the motor of the door opening mechanism 14. Of course, if the processing module 17 is remotely located, then further remote transmission apparatus is required so that the processing module 17 can communicate with the door opening mechanism 14. Referring to Figure 3, the processing module 17 comprises a microprocessor 23 having Random Access Memory (RAM) 26 and digital memory 27. The microprocessor 23 is linked to a video interface 24, which is in communication with the two cameras 15, and a door opening interface 25 which is in communication with the door opening mechanism 14. The processing module 17 supports execution of motion sensing functionality, further details of which will be described later herein, which generates a control signal if a person approaches the door 10. The cameras 15 produce two image signals which are combined by the processing module 17 to generate a single image, an example of which is shown in Figure 5.
[0019] Defined in the software of the processing module 17 are a set of so-called virtual marker lines which have been superimposed at a predetermined position relative to the doorway 12. Figures 1, 2 and 7 show the position of these marker lines, which are indicated by broken lines 30, 31 and 32. In this embodiment, these marker lines 30, 31, 32 are not physically marked on the ground, and their position has been shown in the Figures for exemplary purposes, though alternatively physical marker lines could be provided on the ground. The position of the marker lines 30, 31, 32 is determined so that they are arranged substantially perpendicular to the movement of a person approaching the door 10 in a normal fashion, and therefore are for the most part parallel with the door 10. However, the marker lines arc toward the wall 13 at their far edges in common with a person approaching the door 10 from an angle. A person crossing the virtual marker lines within a certain period of time would be considered to be approaching the door, and this would be sufficient to cause the creation of a control signal which will trigger a door opening.
[0020] In operation, a person approaching the door 10 to go through it will cross at least two of the marker lines within a certain period of time. The processing module 17 identifies a moving object captured by the cameras 15, and calculates whether it is approaching the door, the approach being defined with respect to passage through the marker lines 30, 31, 32. The software implements the following algorithm, as identified in Figure 4: In the first stage 34 of the algorithm, the cameras 15 capture video images of the area 20 in front of the door 10, indicated by line 33 in Figure 7. Figure 5 shows two captured images of a person within area 20, separated by a certain timeframe -the first image 21 of the person was taken initially, and then the second image 22 was taken shortly afterwards. In the second stage 35 of the algorithm, the captured images from the camera are then separately converted into monochrome images, as shown in Figure 6. In the third stage 36, if a change of position is identified in any area within the region being monitored, this area will be marked as an "Identified Motion Area", or IMA.
In the fourth stage 37 a bounding box 40 is then defined around the 1MA, and the centroid 41 of the bounding box 40 is located. In the fifth stage 38, the direction and velocity of the moving object is calculated from the centroids 41, as indicated by line 42, and checked with respect to the marker lines, for example to see whether the threshold value is exceeded. If motion towards the door 33 is identified as a result of the marker lines being crossed in a predetermined direction and within a predetermined period of time, then the processing module 17 generates a control signal to trigger the operation of the opening mechanism 14 of the door 10.
[0021] In a second embodiment, as shown in Figure 8, there is further provided a secondary sensor in the form of an infrared sensor 50, which works in conjunction with the motion sensitive sensor system of the first embodiment. As the second embodiment includes all of the features of the first embodiment, like reference numerals will be used to identify like parts. The infrared sensor 50 is connected to the processing module 17 and will detect a person entering within the area 20 identified by dotted line 16. If a person is detected a signal 51 will be sent to the processing module 17. The processing module will detect movement as described in the first embodiment, but will only generate a signal to open the door if it also receives a signal 51 from the infrared sensor 50. Alternatively, the infrared sensor can be used as the primary trigger for a decision as to whether to activate the door opening mechanism 14 in order to open the door 10, the activation of the door mechanism being confirmed by the control signal generated by the processing module 17.
[0022] As shown in Figure 7, the position of the door 33 and the marker lines 30, 31, and 32 are defined in software. This means that the software can easily be applied to other situations, such as in a third embodiment, which is not shown here. In this third embodiment, the motion sensitive system of the present invention is applied to an escalator. The system operates to trigger the movement of an escalator when it is approached, so that it is not constantly running. The line 33 which represents the "door" in the previous embodiments and can be defined to be in front of the entrance to the escalator. The marker lines 30, 31, 32 can then be suitably positioned parallel to the "door" line 33.
[0023] Careful calibration is required in each situation to ensure that the marker lines are correctly placed. Physical lines can be drawn on the ground and monitored by the sensor arrangement and the human eye so that a database of movements towards a target (and past or away from the target) can be recorded so that subsequently marker lines can be defined in the software that correspond to purposeful movement towards the target.
[0024] In a fourth embodiment, not shown here, a camera monitors the blind spot by the side of a vehicle such as a lorry. The camera is linked to a processing module which identfties objects passing into the area being monitored, in particular cyclists which are passing by on the inside of the lorry. The processing module operates an algorithm as before. If movement made by the cyclist relative to the lorry is sufficient to pass the threshold, a control signal is created which sets off an alarm, alerting the driver of the lorry to the presence of the cyclist.

Claims (13)

  1. CLAIMS1. A motion sensitive system that generates a control signal when a target is validly approached by a moving object, said system comprising: a sensor arrangement which captures a first image of a moving object and a second image of the moving object in proximity to the target; a processing module arranged to perform image recognition, the processing module receiving the first and second image from the sensor arrangement and calculating the position and velocity of the moving object before referencing the velocity and position of the moving object with a predetermined positional threshold; and the processing module is also arranged to generate a control signal in response to the calculated positional threshold satisfying a predetermined criterion with respect to the predetermined positional threshold.
  2. 2. A motion sensitive system as claimed in claim 1, wherein the sensing means comprise one or more video camera or web-camera.
  3. 3. A motion sensitive system as claimed in claim 1 or claim 2, wherein the positional threshold comprises two or more marker lines arranged substantially perpendicular to how the moving object would normally approach the target,
  4. 4. A motion sensitive system as claimed in claim 3 wherein the control signal is generated if the moving object passes two or more marker lines within a certain time period.
  5. 5. A motion sensitive system as claimed in any of the preceding claims, wherein the signal triggers the operation of a powered device.
  6. 6. A motion sensitive system as claimed in claim 5, wherein the powered device is an automatic door, an escalator, or a lift.
  7. 7. A motion sensitive system as claimed in any of the preceding claims, wherein the signal triggers the operation of an alarm.
  8. 8. A motion sensitive system as claimed in any of the preceding claims, wherein the sensor arrangement further includes a proximity sensor.
  9. 9. A motion sensitive system as claimed in claim 8, wherein the proximity sensor is an infrared sensor or a microwave radar sensor.
  10. 10. A motion sensitive system as claimed in claim 8 or claim 9, wherein the proximity sensor generates a control signal which is inhibited by the motion sensitive system.
  11. 11. A method of generating a control signal when a target is validly approached by a moving object, said method comprising the following stages: a sensor arrangement captures a first image of a moving object and a second image of the moving object in proximity to the target; a processing module, which is arranged to perform image recognition, receives the first and second image from the sensor arrangement and calculates the position and velocity of the moving object before referencing the velocity and position of the moving object with a predetermined positional threshold; and the processing module generates a control signal in response to the calculated positional threshold satisfying a predetermined criterion with respect to the predetermined positional threshold.
  12. 12. A motion sensitive operating system substantially as herein described with reference to the accompanying drawings.
  13. 13. A method substantially as herein described with reference to the accompanying drawings.
GB1017540.4A 2010-10-18 2010-10-18 Motion Sensitive System and Method of Generating a Control Signal Pending GB2484668A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB1017540.4A GB2484668A (en) 2010-10-18 2010-10-18 Motion Sensitive System and Method of Generating a Control Signal
PCT/GB2011/052011 WO2012052750A1 (en) 2010-10-18 2011-10-18 Motion sensitive system and method of generating a control signal

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Application Number Priority Date Filing Date Title
GB1017540.4A GB2484668A (en) 2010-10-18 2010-10-18 Motion Sensitive System and Method of Generating a Control Signal

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GB2484668A true GB2484668A (en) 2012-04-25

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Cited By (2)

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EP3179406A1 (en) * 2015-12-11 2017-06-14 Axis AB Method for increasing reliability in monitoring systems
JP2020012303A (en) * 2018-07-18 2020-01-23 ナブテスコ株式会社 Detection state recording device and automatic door device

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DE102018104202A1 (en) * 2018-02-23 2019-08-29 Marantec Antriebs- Und Steuerungstechnik Gmbh & Co. Kg Method for operating a gate system and gate system
US11408221B2 (en) * 2018-05-18 2022-08-09 Assa Abloy Entrance Systems Ab Entrance system
DE102019126718A1 (en) * 2019-10-02 2021-04-08 Dormakaba Deutschland Gmbh DEVICE FOR FIXED BUILDING INSTALLATION WITH AT LEAST ONE AUTOMATICALLY MOVABLE LEAF ELEMENT AND PROCEDURE FOR IT
CN112650071B (en) * 2020-12-21 2023-01-13 道亿科技医疗健康(海南)有限公司 Intelligent decision making system and method based on artificial intelligence

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US6345105B1 (en) * 1998-09-01 2002-02-05 Mitsubishi Denki Kabushiki Kaisha Automatic door system and method for controlling automatic door

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GB9019538D0 (en) 1990-09-07 1990-10-24 Philips Electronic Associated Tracking a moving object
EP0567059B1 (en) 1992-04-24 1998-12-02 Hitachi, Ltd. Object recognition system using image processing
DE19700811A1 (en) * 1997-01-13 1998-07-16 Heinrich Landert Method and device for controlling door systems depending on the presence of people

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Publication number Priority date Publication date Assignee Title
US6345105B1 (en) * 1998-09-01 2002-02-05 Mitsubishi Denki Kabushiki Kaisha Automatic door system and method for controlling automatic door

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3179406A1 (en) * 2015-12-11 2017-06-14 Axis AB Method for increasing reliability in monitoring systems
US20170169560A1 (en) * 2015-12-11 2017-06-15 Axis Ab Method for increasing reliability in monitoring systems
US10055847B2 (en) 2015-12-11 2018-08-21 Axis Ab Method for increasing reliability in monitoring systems
JP2020012303A (en) * 2018-07-18 2020-01-23 ナブテスコ株式会社 Detection state recording device and automatic door device

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WO2012052750A1 (en) 2012-04-26

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