Artificial intelligence for detecting and filling void areas of agricultural commodity containers
US-9392746-B2 · Jul 19, 2016 · US
US9655301B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9655301-B2 |
| Application number | US-201414907092-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jul 24, 2014 |
| Priority date | Jul 24, 2013 |
| Publication date | May 23, 2017 |
| Grant date | May 23, 2017 |
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A controller for a movable unloading apparatus of an agricultural harvesting machine, wherein the movable unloading apparatus directs crop material from the agricultural harvesting machine to a container driven in the vicinity of the agricultural harvesting machine, and wherein the controller receives image data representative of a stream of crop material as it passes from the unloading apparatus to the container; processes the image data in order to determine a shape of the stream of crop material in the image data; and sets an attribute of the unloading apparatus in accordance with the determined shape of the stream of crop material in order to direct the crop material from the unloading apparatus to the container.
Opening claim text (preview).
The invention claimed is: 1. A control system for a movable unloading apparatus of an agricultural harvesting machine, wherein the movable unloading apparatus is configured to direct crop material from the agricultural harvesting machine to a container driven in the vicinity of the agricultural harvesting machine, the control system comprising a controller configured to: receive image data from a camera, the image data representative of a stream of crop material as it passes from the unloading apparatus to the container; process the image data and determine therefrom an orientation of at least one side edge of the stream of crop material in order to determine a shape of the stream of crop material in the image data; and set an attribute of the unloading apparatus in accordance with the determined shape of the stream of crop material in order to direct the crop material from the unloading apparatus to the container. 2. The control system of claim 1 , configured to measure in the image data at least one angle of the respective at least one side edge of the stream to determine an orientation of the at least one side edge of the stream of crop material in order to determine the shape of the stream of crop material. 3. The control system of claim 1 , configured to perform edge recognition on the image data in order to determine the shape of the stream of crop material. 4. The control system of claim 1 , wherein the image data comprises depth data relating to the distance between the camera that captures the image data and objects represented by pixels in the image, and the controller is configured to process the depth data in order to determine the shape of the stream of crop material. 5. The control system of claim 1 , configured to move the unloading apparatus relative to the agricultural harvesting machine in accordance with the set attribute of the unloading apparatus. 6. The control system of claim 1 , wherein the attribute of the unloading apparatus comprises one or more of: an angular position of the unloading apparatus about a vertical axis; an angular position of the unloading apparatus about a horizontal axis; and an angular position of a pivotable flap at a distal end of the unloading apparatus. 7. The control system of claim 1 , further configured to: receive wind speed and wind direction information from a wind sensor; and set the attribute of the unloading apparatus in accordance with the received wind speed and wind direction information and the determined shape of the stream of crop material in order to direct the crop material from the unloading apparatus to the container. 8. An agricultural harvesting machine comprising: a moveable unloading apparatus configured to direct crop material to a container driven in the vicinity of the agricultural harvesting machine, a control system connected to the moveable unloading apparatus, the control system comprising a controller configured to: receive image data from a camera, the image data representative of a stream of crop material as it passes from the unloading apparatus to the container; process the image data and determine an orientation of at least one side edge of the stream to determine a shape of the stream of crop material in the image data; and set an attribute of the unloading apparatus in accordance with the determined shape of the stream of crop material in order to direct the crop material from the unloading apparatus to the container. 9. A method of controlling a movable unloading apparatus of an agricultural harvesting machine to direct crop material from the agricultural harvesting machine to a container driven in the vicinity of the harvesting machine, the method comprising the steps of: capturing image data representative of a stream of crop material as it passes from the unloading apparatus to the container; processing the image data in order to determine an orientation of at least one side edge of the stream to determine a shape of the stream of crop material in the image data; and setting an attribute of the unloading apparatus in accordance with the determined shape of the stream of crop material in order to direct the crop material from the unloading apparatus to the container. 10. The method of claim 9 , wherein processing the image data in order to determine the shape of the stream of crop material comprises measuring in the image data at least one angle of the respective at least one side edge of the stream and determining a respective orientation of the at least one side edge of the stream of crop material therefrom. 11. The method of claim 9 , wherein processing the image data in order to determine the shape of the stream of crop material comprises performing edge recognition on the Image data. 12. The method of claim 9 , wherein the image data comprises depth data relating to the distance between the camera that captures the image data and objects represented by pixels in the image, and the method comprises processing the depth data in order to determine the shape of the stream of crop material. 13. The method of claim 9 , further comprising moving the unloading apparatus relative to the agricultural harvesting machine in accordance with the set attribute of the unloading apparatus. 14. The method of claim 9 , wherein the attribute of the unloading apparatus comprises one or more of: an angular position of the unloading apparatus about a vertical axis; an angular position of the unloading apparatus about a horizontal axis; and an angular position of a pivotable flap at a distal end of the unloading apparatus.
Depth or shape recovery · CPC title
Unloading means · CPC title
Edge detection · CPC title
Range image; Depth image; 3D point clouds · CPC title
with additional devices or implements (arrangements of coupling devices A01B59/00) · CPC title
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