System and method for residue detection and implement control

Patent metadata

Field	Value
Publication number	US-11266056-B2
Application number	US-201514940801-A
Country	US
Kind code	B2
Filing date	Nov 13, 2015
Priority date	Oct 23, 2015
Publication date	Mar 8, 2022
Grant date	Mar 8, 2022

Abstract

A residue detection and implement control system and method are disclosed for an agricultural implement. The system includes a source of environment data and image data of an imaged area of a crop field containing residue. The system includes a data store containing a plurality of image processing methods and at least one controller that processes the image data according to one or more image processing instruction sets. The controller selects one or more of the image processing methods based on the environment data, and processes the image data using the selected image processing instruction(s) to determine a value corresponding to residue coverage in the imaged area of the field. The controller adjusts the configuration of the agricultural implement to respond to the amount and type of residue detected.

First claim

What is claimed is:

1. A system for residue detection and implement control, the system comprising:
an agricultural implement having one or more ground engaging tools, wherein the system for residue detection and implement control has access to a source of environmental data having an indication of environmental factors;
a sensor that obtains image data of a field;
a data store containing a plurality of image processing methods to detect residue;
a controller operatively coupled to the sensor and to the source of environmental data and to the data store, the controller processing the image data according to one or more of the plurality of image processing methods;
wherein the controller:
selects one or more of the plurality of image processing methods based on the environmental data;
determines an environmental contrast based on the environmental data, and selects the one or more of the plurality of image processing methods based on the environmental contrast;
processes the image data using the selected one or more of the plurality of image processing methods to determine a value of residue coverage on a ground surface in the imaged area of the field; and
generates one or more control signals that includes an adjustment to the agricultural implement having one or more ground engaging tools based on the value of residue coverage on the ground surface to reduce the value of residue coverage, wherein the sensor comprises a first sensor configured to obtain forward image data of the field in front of the agricultural implement and a second sensor configured to obtain aft image data of the field behind the agricultural implement, and the controller is configured to compare the forward and aft image data to determine the change in value of residue coverage between the forward and aft image data.

2. The system of claim 1 , wherein the sensor is at least one of a portable electronic device, a camera, an unmanned aerial vehicle, and a ground scout.

3. The system of claim 1 , wherein the environmental data includes one or more of: a time of day, an ambient light, a geographical location, a residue coverage density, a ground type and a crop type.

4. The system of claim 1 , wherein the plurality of image processing methods include a thresholding image processor, and the controller selects the thresholding image processor based on the environmental contrast being past a threshold.

5. The system of claim 1 , wherein the plurality of image processing methods include a color based classification image process, and the controller selects the color based classification image process based on the environmental contrast being past a threshold.

6. The system of claim 1 , wherein the plurality of image processing instructions includes a watershed segmentation image process, and the controller selects the watershed segmentation image process based on the environmental contrast being past a threshold.

7. The system of claim 1 , wherein the plurality of image processing instructions includes an automatic marker color classification image process, and the controller selects the automatic marker color classification image process based on the environmental contrast being past a threshold.

8. The system of claim 1 , wherein the plurality of image processing instructions includes a morphological image process, and the controller selects the morphological image process based on the environmental contrast being past a threshold.

9. The system of claim 1 , wherein the environmental data includes a ground type and a crop type, and the controller determines the environmental contrast based on the ground type and the crop type.

10. The system of claim 1 , wherein the environmental data includes a geographical location associated with the implement, and the controller determines a ground type for the field based on the geographical location.

11. The system of claim 1 , further comprising circuits to send the value of residue coverage to a remote human-machine interface;
wherein the circuits receive instructions from the remote human-machine interface to adjust the one or more ground engaging tools on the agricultural implement based on the value of residue coverage.

12. The system of claim 1 , wherein the adjustment includes changing at least one of a level of the agricultural implement, a gang angle of the agricultural implement, an angle of ground engaging tools of the agricultural implement, a depth of ground engaging tools of the agricultural implement, and a distance between ground engaging tools of the agricultural implement.

13. A method to detect residue and control an agricultural implement having one or more ground engaging tools, the method comprising:
receiving, by a controller, environmental data having an indication of environmental factors;
receiving, by the controller, image data having an imaged area of a field containing residue coverage on a ground surface, wherein the image data of the field comprises forward image data of the field in front of the agricultural implement and aft image data of the field behind the agricultural implement;
selecting, by a controller, one or more of a plurality of image processing methods for processing the image data based on the environmental data;
determining, by the controller, an environmental contrast based on the environmental data, and wherein the selecting of the one or more of the plurality of image processing methods is based on the environmental contrast;
processing, by the controller, the image data based on the selected one or more of the plurality of image processing methods, wherein the processing comprises comparing the forward and aft image data;
determining, by the controller, a value corresponding to residue coverage on the ground surface in the imaged area of the field based on the processing, wherein the value comprises the change in value of residue coverage between the forward and aft image data based on the comparing; and
performing, by the controller, at least one of:
generating one or more control signals to adjust the agricultural implement having one or more ground engaging tools based on the value to reduce the value of residue coverage;
displaying an indication of the value on a hand-held interface device; and
displaying an indication of the value on a computer console in an agricultural vehicle.

14. The method of claim 13 , further comprising:
receiving a portion of the environmental data from a human-machine interface operably coupled to the controller; and receiving the image data from at least one of a portable electronic device, a camera, a drone and a ground scout.

15. The method of claim 13 , wherein receiving image data having an imaged area of a field containing residue coverage on a ground surface includes receiving a forward image data of the field in front of the agricultural implement and an aft image data of the field behind the agricultural implement, and wherein determining, by the controller, a value corresponding to residue coverage on the ground surface in the imaged area of the field based on the processing includes comparing the forward and aft image data to determine the change in value of residue coverage between the forward and aft image data.

16. A system for residue detection and implement control, the system comprising:
a source of environmental data having an indication of environmental factors, the environmental data including at least a crop type associated with a field and a geographical location;
a sensor that captures image data having an imaged area of the field containing residue coverage on a groun

Assignees

• Deere & Co

Inventors

• Nair Ranjit
• Sporrer Adam D
• Balani Kirti
• Theilen Ricky B
• Larsen Lucas B
• Rane Vishal
• Steinlage David L
• Casper Robert T
• Schweitzer John M
• Krantz Jeremy D

Classifications

• A01B79/005

  Precision agriculture · CPC title

• G05B15/02

  electric · CPC title

• A01B41/06

  with electric, e.g. photo-electric control of thinning operations · CPC title

• A01B49/02 Primary

  with two or more soil-working tools of different kind · CPC title

• A01B17/002

  Means for putting manure, debris, straw or the like under the soil (to plough-in weeds A01B39/18) · CPC title