System and method for filtering data captured by a 2D camera
View Patent ↗In an exemplary embodiment, a system includes a camera and a processor communicatively coupled to the camera. The processor is operable to access visual data captured by the camera, wherein the visual data comprises an image of a dairy livestock and determine that an intensity measurement of a first portion of the visual data exceeds an intensity threshold. The processor is further operable to filter the first portion of the visual data in response to determining that the intensity measurement exceeds the threshold. The processor is also operable to determine a coordinate of a teat of the dairy livestock based at least in part upon the visual data, excluding filtered portions of the visual data.
1. A system, comprising:
a memory;
a processor communicatively coupled to the memory, the processor operable to:
access an image of a dairy livestock;
detect that a light intensity measurement of a pixel in the image exceeds a light intensity threshold;
discard the pixel in response to determining that the light intensity measurement exceeds the threshold; and
determine the location of a teat of the dairy livestock based on the image, excluding the discarded pixel.
2. The system of claim 1 , further comprising a camera comprising a laser device, the camera communicatively coupled to the processor, wherein the processor is further operable to:
instruct the camera to capture a first sample image of the dairy livestock while the laser device is turned off;
instruct the camera to capture a second sample image of the dairy livestock while the laser device is turn on; and
determine an ambient light measurement based at least in part on the first and second sample images.
3. A system comprising:
a camera; and
a processor communicatively coupled to the camera, the processor operable to:
access visual data captured by the camera, wherein the visual data comprises an image of a dairy livestock;
determine that an intensity measurement of a first portion of the visual data exceeds an intensity threshold;
discard the first portion of the visual data in response to determining that the intensity measurement exceeds the threshold; and
determine a coordinate of a teat of the dairy livestock based at least in part upon the visual data, excluding discarded portions of the visual data.
4. The system of claim 3 , wherein the camera comprises a laser device.
5. The system of claim 4 , wherein the visual data captured by the camera comprises a reflection of a laser emitted by the laser device.
6. The system of claim 4 , wherein the processor is further operable to:
instruct the camera to capture a first image of the dairy livestock, the first image comprising a reflection of a laser emitted by the laser device;
instruct the laser device to cease emitting the laser;
instruct the camera to capture a second image of the dairy livestock; and
determine an ambient light measurement based at least in part on the first image and the second image.
7. The system of claim 6 , wherein determining the ambient light measurement comprises:
determining a first light measurement of the first image;
determining a second light measurement of the second image; and
determining the difference between the first light measurement and the second light measurement.
8. The system of claim 6 , wherein the intensity measurement is based at least in part on the exclusion of the ambient light measurement.
9. A method comprising:
accessing visual data captured by a camera, wherein the visual data comprises an image of a dairy livestock;
determining that an intensity measurement of a first portion of the visual data exceeds an intensity threshold;
discarding the first portion of the visual data in response to determining that the intensity measurement exceeds the threshold; and
determining a coordinate of a teat of the dairy livestock based at least in part upon the visual data, excluding discarded portions of the visual data.
10. The method of claim 9 , wherein the camera comprises a laser device.
11. The method of claim 10 , wherein the visual data captured by the camera comprises a reflection of a laser emitted by the laser device.
12. The method of claim 10 , further comprising:
instructing the camera to capture a first image of the dairy livestock, the first image comprising a reflection of a laser emitted by the laser device;
instructing the laser device to cease emitting the laser;
instructing the camera to capture a second image of the dairy livestock; and
determining an ambient light measurement based at least in part on the first image and the second image.
13. The method of claim 12 , wherein determining the ambient light measurement comprises:
determining a first light measurement of the first image;
determining a second light measurement of the second image; and
determining the difference between the first light measurement and the second light measurement.
14. The method of claim 12 , wherein the intensity measurement is based at least in part on the exclusion of the ambient light measurement.