WO2000011936A1 - An improved apparatus and method for monitoring an animal related volume - Google Patents
An improved apparatus and method for monitoring an animal related volume Download PDFInfo
- Publication number
- WO2000011936A1 WO2000011936A1 PCT/SE1999/001492 SE9901492W WO0011936A1 WO 2000011936 A1 WO2000011936 A1 WO 2000011936A1 SE 9901492 W SE9901492 W SE 9901492W WO 0011936 A1 WO0011936 A1 WO 0011936A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- image
- anyone
- animal
- volume
- memory
- Prior art date
Links
- 241001465754 Metazoa Species 0.000 title claims abstract description 58
- 238000012544 monitoring process Methods 0.000 title claims abstract description 7
- 238000000034 method Methods 0.000 title claims description 33
- 238000004458 analytical method Methods 0.000 claims description 17
- 238000006073 displacement reaction Methods 0.000 claims description 2
- 241000283690 Bos taurus Species 0.000 description 9
- 241000282414 Homo sapiens Species 0.000 description 2
- 239000003086 colorant Substances 0.000 description 2
- 229910052736 halogen Inorganic materials 0.000 description 2
- 150000002367 halogens Chemical class 0.000 description 2
- 241000283707 Capra Species 0.000 description 1
- 241001494479 Pecora Species 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000000740 bleeding effect Effects 0.000 description 1
- 238000004140 cleaning Methods 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 230000007257 malfunction Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01K—ANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
- A01K29/00—Other apparatus for animal husbandry
- A01K29/005—Monitoring or measuring activity, e.g. detecting heat or mating
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01J—MANUFACTURE OF DAIRY PRODUCTS
- A01J5/00—Milking machines or devices
- A01J5/017—Automatic attaching or detaching of clusters
- A01J5/0175—Attaching of clusters
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01K—ANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
- A01K29/00—Other apparatus for animal husbandry
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
Definitions
- the present invention relates to an apparatus and a method for monitoring an animal related volume, comprising an image capturing device arranged to monitor at least one animal related volume, said image capturing device being associated with a control means.
- Such an apparatus and such a method are known from WO 97/15901, according to which an injured animal having a bleeding wound is recognised by performing colour analysis, such as Red-Green-Blue (RGB) analysis, of an image captured by a video camera.
- colour analysis such as Red-Green-Blue (RGB) analysis
- Colour analysis or contour analysis of an image is useful in cases where the colours or contrasts are distinct. However, in a dirty and sparsely illuminated environment, colours and contours tend to be less distinct and are accordingly more difficult to analyse.
- an object of the invention to overcome the difficulties of performing analysis of an image captured in an animal related volume.
- This object has been achieved by an apparatus of the initially defined kind, which is characterised in that said image capturing device is adapted to be directed towards said animal related volume, such as movable stall equipment and/or at least one part of an animal, wherein said control means are adapted to register at least one image of said volume or part of said volume, said image registered at a first point of time stored as reference image in said memory means, said control means being adapted to compare said reference image to a second image captured at a second point of time for allowing said first image to be subtracted from said second image, thereby creating a differential image.
- said reference image represents a defined normal status of the volume, such that any change in a captured image will indicate the possible presence of an added object or an object which has been displaced in regard to the normal status in the monitored volume.
- the reference image is updated at intervals including storing of the same as a new reference image, thereby creating an image defining a normal status of the volume to be used for a consecutive number of image subtractions.
- At least one characteristic of said object is stored in said memory as reference, said control means being adapted to compare said stored reference characteristic to a characteristic of said object.
- identification of said object is made possible.
- said characteristic is at least one of a colour, a pattern and one or more sets of shapes.
- different types of analyses are made possible.
- At least one standard colour content of said object is stored in said memory.
- a further possibility of identifying said object is provided.
- possible positions of said object are stored in a memory of the control means, for allowing identification of the real time position thereof.
- said object is movable stall equipment, such as a gate or a robot arm.
- movable stall equipment such as a gate or a robot arm.
- said object is an animal identifiable in real time by said control means.
- said control means it is possible to establish a position of said animal.
- a plurality of characteristics of expected objects are stored in said memory.
- the presence and/or identity and/or position of a plurality of different objects are possible to be established.
- a plurality of characteristics of known but unexpected objects e.g. human beings, toolboxes etc. are stored in said memory.
- abnormal events e.g. malfunction of an object, the presence of an animal where it should not be allowed to reside or the presence of a human being or an item not removed after cleaning and/or maintenance.
- Unknown objects may be detected by failure to match the object with the plurality of expected objects stored in memory. Hereby it is possible to establish e.g. the presence of some object foreign to the system.
- an image captured by said image capturing device is analysed by contour analysis after.
- the differential image created by image subtraction i.e. an image registered as a "normal status image” is subtracted from an instantaneous image of the same view or vice versa.
- a differential image created by said image subtraction from images captured by said image capturing device is analysed by colour (RGB) analysis.
- a further object of the invention is the tracking of an object in an animal related volume.
- Fig 1 illustrates the type of environment the invention may be used in comprising an animal related volume including a cow and a gate viewed by an image capturing device.
- Fig 2 illustrates the use of the apparatus and the method in localising differences i consecutive images.
- Fig 3 illustrates the use of the apparatus and the method in tracking e.g. an animal.
- Fig 4 illustrated how differential images may be used in tracking speed of an animal or an object.
- Fig 1 illustrates a cow in an animal related volume 1, in the form of a gateway la, which is provided with a wall (not shown). Other gateway demarcations have been omitted for clarity reasons.
- An image capturing device 4a such as a video camera or a digital camera, is pivotally arranged on a wall, a post or the like and is arranged to be directed towards the volume by means of a motor. Both the image capturing device 4a and the motor are associated with a control means (not shown). Alternatively, one or several image capturing devices 4a are mounted in a fixed position and are provided with a wide angle or a zoom lens. Analysis of images captured by the image capturing device 4a are performed by the control means in a known manner, e.g. by colour analyses or contour analysis, by means of which it is possible to establish whether a cow is present in the monitored volume.
- a gate 5 In front of the cow there is provided a gate 5 with opening/closing means 5a associated with said control means. Closing and opening of the gate 5 prevents or allows the cow to proceed further.
- a further video camera 4b associated with the control means is arranged to view the gate 5 from above. The gate 5 opening and closing thereof is controlled in response to the image capturing device 4b.
- an illuminating means 6 such as a halogen lamp, is provided on top of the image capturing devices 4a and 4b. Also the illuminating means 6 is associated with the control means.
- the viewing direction of the cameras 4a and 4b are substantially the same as the direction of the light from the illuminating means 6. Of course, the illuminating means 6 is only needed if the light conditions are bad.
- the volume will partly be in the shadow of the cow.
- further illuminating means 7, such as fluorescent lamps, halogen lamps or traditional light bulbs, above the cow and the gate 5, and if needed associated with the control means.
- the illuminating means 7 are continuously lit.
- Fig 2a is shown an image of an animal related volume.
- the image in Fig 2a as the reference image showing a background 1.
- the volume in Fig 2a is empty.
- Fig 2b an animal 2 is seen in the animal related volume.
- Fig 2c the differential image in which the image in Fig 2a is deducted from the one in Fig 2b.
- the background may not always be so even as the one presented in this figure, thus making the recognition of animals and objects easier and more definite.
- Another advantage of the method according to Fig 2 is that no matter how unfit the so called background is for distinguishing purposes The area common to the two images will be cancelled, giving a clearer image to be analysed.
- Fig 3 a is shown an image of an animal related volume in which an animal is present. Part of the volume can not be seen because the animal conceals part of the volume. The part of the volume seen may be considered the background 1.
- Fig 2b is shown the animal in a second position partly outside the imaged volume.
- Fig 2c is shown the differential image in which the background is denoted 1, the animal's first position 2' and the animal's second position 2".
- the volume denoted 3 is the volume in which part of the animal concealed the background in the first image, but not in the second image.
- the parts of the volume denoted 4 represents a volume in which the animal was present in both images.
- Fig 4 is shown how the differential images may be used in tracking speed of an animal or an object.
- the object in the image Fig 4a has after a certain time reached the position in the image in Fig 2b. Knowing the time difference between the two differential images the speed of movement may be calculated.
- animal related volume and the surface could be arranged outdoors, rather than in an animal shed.
- the described apparatus and method are applicable to all animal related volumes where animals to be milked are to be monitored, such as cows, sheep, goats, buffaloes and horses.
Landscapes
- Life Sciences & Earth Sciences (AREA)
- Environmental Sciences (AREA)
- Animal Husbandry (AREA)
- Biodiversity & Conservation Biology (AREA)
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Geometry (AREA)
- Biophysics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Catching Or Destruction (AREA)
- Closed-Circuit Television Systems (AREA)
- Image Analysis (AREA)
Abstract
Description
Claims
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU58934/99A AU5893499A (en) | 1998-08-31 | 1999-08-31 | An improved apparatus and method for monitoring an animal related volume |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
SE9802920A SE9802920L (en) | 1998-08-31 | 1998-08-31 | Device for monitoring an animal-related volume |
SE9802920-0 | 1998-08-31 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2000011936A1 true WO2000011936A1 (en) | 2000-03-09 |
Family
ID=20412418
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/SE1999/001492 WO2000011936A1 (en) | 1998-08-31 | 1999-08-31 | An improved apparatus and method for monitoring an animal related volume |
Country Status (3)
Country | Link |
---|---|
AU (1) | AU5893499A (en) |
SE (1) | SE9802920L (en) |
WO (1) | WO2000011936A1 (en) |
Cited By (34)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
NL1016836C2 (en) * | 2000-12-08 | 2002-06-11 | Nedap Nv | Farm management system with cameras for following animals on the farm. |
EP1266565A1 (en) * | 2001-06-13 | 2002-12-18 | Dec International, Inc. | Device and method for illuminating milking parlor stalls |
WO2005015985A3 (en) * | 2003-08-11 | 2005-05-12 | Icerobotics Ltd | Improvements in or relating to milking machines |
GB2442126A (en) * | 2006-09-21 | 2008-03-26 | Honeywell Int Inc | Object characterisation by image volumetric determination |
WO2009093967A1 (en) * | 2008-01-22 | 2009-07-30 | Delaval Holding Ab | Arrangement and method for determining the position of an animal |
WO2010046669A1 (en) * | 2008-10-25 | 2010-04-29 | Green Source Automation Llc | Milking apparatus and process |
US8393296B2 (en) | 2011-04-28 | 2013-03-12 | Technologies Holdings Corp. | Milking box with robotic attacher including rotatable gripping portion and nozzle |
US8590488B2 (en) | 2010-08-31 | 2013-11-26 | Technologies Holdings Corp. | Vision system for facilitating the automated application of disinfectant to the teats of dairy livestock |
US8659764B2 (en) | 2009-02-27 | 2014-02-25 | Body Surface Translations, Inc. | Estimating physical parameters using three dimensional representations |
US8671885B2 (en) | 2011-04-28 | 2014-03-18 | Technologies Holdings Corp. | Vision system for robotic attacher |
US8683946B2 (en) | 2011-04-28 | 2014-04-01 | Technologies Holdings Corp. | System and method of attaching cups to a dairy animal |
US8746176B2 (en) | 2011-04-28 | 2014-06-10 | Technologies Holdings Corp. | System and method of attaching a cup to a dairy animal according to a sequence |
US8800487B2 (en) | 2010-08-31 | 2014-08-12 | Technologies Holdings Corp. | System and method for controlling the position of a robot carriage based on the position of a milking stall of an adjacent rotary milking platform |
US8807080B2 (en) | 2006-09-05 | 2014-08-19 | Maasland N.V. | Implement for automatically milking a dairy animal |
US8885891B2 (en) | 2011-04-28 | 2014-11-11 | Technologies Holdings Corp. | System and method for analyzing data captured by a three-dimensional camera |
US8903129B2 (en) | 2011-04-28 | 2014-12-02 | Technologies Holdings Corp. | System and method for filtering data captured by a 2D camera |
US9043988B2 (en) | 2011-04-28 | 2015-06-02 | Technologies Holdings Corp. | Milking box with storage area for teat cups |
US9049843B2 (en) | 2011-04-28 | 2015-06-09 | Technologies Holdings Corp. | Milking box with a robotic attacher having a three-dimensional range of motion |
US9058657B2 (en) | 2011-04-28 | 2015-06-16 | Technologies Holdings Corp. | System and method for filtering data captured by a 3D camera |
US9107379B2 (en) | 2011-04-28 | 2015-08-18 | Technologies Holdings Corp. | Arrangement of milking box stalls |
US9149018B2 (en) | 2010-08-31 | 2015-10-06 | Technologies Holdings Corp. | System and method for determining whether to operate a robot in conjunction with a rotary milking platform based on detection of a milking claw |
US9161511B2 (en) | 2010-07-06 | 2015-10-20 | Technologies Holdings Corp. | Automated rotary milking system |
US9161512B2 (en) | 2011-04-28 | 2015-10-20 | Technologies Holdings Corp. | Milking box with robotic attacher comprising an arm that pivots, rotates, and grips |
US9215861B2 (en) | 2011-04-28 | 2015-12-22 | Technologies Holdings Corp. | Milking box with robotic attacher and backplane for tracking movements of a dairy animal |
US9258975B2 (en) | 2011-04-28 | 2016-02-16 | Technologies Holdings Corp. | Milking box with robotic attacher and vision system |
US9265227B2 (en) | 2011-04-28 | 2016-02-23 | Technologies Holdings Corp. | System and method for improved attachment of a cup to a dairy animal |
US9357744B2 (en) | 2011-04-28 | 2016-06-07 | Technologies Holdings Corp. | Cleaning system for a milking box stall |
US9681634B2 (en) | 2011-04-28 | 2017-06-20 | Technologies Holdings Corp. | System and method to determine a teat position using edge detection in rear images of a livestock from two cameras |
WO2018035336A1 (en) * | 2016-08-17 | 2018-02-22 | Technologies Holdings Corp. | Vision system for teat detection |
WO2018088582A1 (en) * | 2016-11-10 | 2018-05-17 | 경상대학교산학협력단 | Pig volume estimation system and method therefor |
US10111401B2 (en) | 2010-08-31 | 2018-10-30 | Technologies Holdings Corp. | System and method for determining whether to operate a robot in conjunction with a rotary parlor |
US10127446B2 (en) | 2011-04-28 | 2018-11-13 | Technologies Holdings Corp. | System and method for filtering data captured by a 2D camera |
US10357015B2 (en) | 2011-04-28 | 2019-07-23 | Technologies Holdings Corp. | Robotic arm with double grabber and method of operation |
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US5034986A (en) * | 1989-03-01 | 1991-07-23 | Siemens Aktiengesellschaft | Method for detecting and tracking moving objects in a digital image sequence having a stationary background |
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1998
- 1998-08-31 SE SE9802920A patent/SE9802920L/en not_active Application Discontinuation
-
1999
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- 1999-08-31 WO PCT/SE1999/001492 patent/WO2000011936A1/en active Application Filing
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Cited By (128)
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NL1016836C2 (en) * | 2000-12-08 | 2002-06-11 | Nedap Nv | Farm management system with cameras for following animals on the farm. |
EP1212939A1 (en) * | 2000-12-08 | 2002-06-12 | N.V. Nederlandsche Apparatenfabriek NEDAP | Farm management system provided with cameras for monitoring animals on the farm |
EP1266565A1 (en) * | 2001-06-13 | 2002-12-18 | Dec International, Inc. | Device and method for illuminating milking parlor stalls |
US7568447B2 (en) | 2003-08-11 | 2009-08-04 | Green Source Automation Llc | Milking machines |
WO2005015985A3 (en) * | 2003-08-11 | 2005-05-12 | Icerobotics Ltd | Improvements in or relating to milking machines |
US8807080B2 (en) | 2006-09-05 | 2014-08-19 | Maasland N.V. | Implement for automatically milking a dairy animal |
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Also Published As
Publication number | Publication date |
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SE9802920D0 (en) | 1998-08-31 |
SE9802920L (en) | 2000-03-01 |
AU5893499A (en) | 2000-03-21 |
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