Object classification based on decoupling a background from a foreground of an image
US-10692220-B2 · Jun 23, 2020 · US
US12378067B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12378067-B2 |
| Application number | US-202318151357-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jan 6, 2023 |
| Priority date | Jun 10, 2016 |
| Publication date | Aug 5, 2025 |
| Grant date | Aug 5, 2025 |
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A method and device for positively identifying that a dump event of a refuse container has occurred into a refuse hopper of a refuse vehicle are provided. When used with route software, alerts may be generated if a specific refuse container is missed or if an unexpected dump event occurs during the route.
Opening claim text (preview).
What is claimed is: 1. A dump verification system, comprising: a lift supported by a chassis of a refuse vehicle, the lift configured to selectively engage a container and move through a dump cycle while engaged with the container; a plurality of sensors supported by the chassis, the plurality of sensors comprising a radar sensor positioned on the chassis to scan at least a portion of the container during the dump cycle of the lift; and one or more processors configured to identify, based on at least a portion of received input from the radar sensor, a presence of the container only when a proximity between the container and the radar sensor is such that there exists an engagement of the container by the lift during the dump cycle. 2. The dump verification system of claim 1 , further comprising a data bus supported by the chassis, the data bus configured to transmit data relating to the refuse vehicle. 3. The dump verification system of claim 2 , wherein the one or more processors are configured to execute one or more algorithms based on at least a portion of the data transmitted across the data bus. 4. The dump verification system of claim 1 , wherein the one or more processors are further configured to record at least one of a time and date of dumping of the container into a hopper of the refuse vehicle. 5. The dump verification system of claim 1 , wherein the radar sensor is a first sensor, wherein the dump verification system further comprises a second sensor configured to detect an angular position of at least a portion of the lift during the dump cycle, and wherein the one or more processors are configured to execute one or more algorithms based on at least a portion of the input from the second sensor to determine that the dump cycle was performed by the lift while the container was engaged by the lift. 6. The dump verification system of claim 5 , wherein the input from the second sensor comprises one or more of output from at least one limit switch providing data related to a dumping action of the lift or data from a transmission of the refuse vehicle after receiving specific data from the at least one limit switch. 7. The dump verification system of claim 6 , wherein the data from the transmission further comprises shifting into reverse gear. 8. The dump verification system of claim 5 , wherein the input from the second sensor further comprises data from at least one of a transmission of the refuse vehicle, hydraulic pressure related to the lift, weight sensed relative to the lift, or position data of a cylinder of the lift. 9. The dump verification system of claim 1 , wherein an input from the plurality of sensors further comprises one or more of data sensed from the container by at least one of a laser, a radar, a sonar, or a camera or a GPS location related to the container. 10. The dump verification system of claim 1 , wherein the refuse vehicle is one of a front end loader, side loader, rear loader, or front loader with an intermediate can. 11. A refuse vehicle having positive dump verification of refuse containers, the refuse vehicle comprising: a lift configured to selectively engage a container and move through a dump cycle while engaged with the container to dump refuse from the container into a hopper connected to the refuse vehicle; a plurality of sensors comprising: a first sensor responsive to a presence of a container engaged by the lift, the first sensor comprising a housing and a piston, the piston configured to, when the container is engaged by the lift, move linearly relative to the housing in response to contact with the container; and a second sensor positioned on the chassis to scan at least a portion of the container during the dump cycle of the lift, wherein the second sensor is a radar sensor; and one or more processors configured to determine, based on at least a portion of received input from the plurality of sensors, that the dump cycle was performed by the lift while the container was engaged by the lift, wherein the one or more processors are configured to identify, based on at least a portion of received input from the radar sensor, a presence of the container only when a proximity between the container and the radar sensor is such that there exists an engagement of the container by the lift during the dump cycle. 12. The refuse vehicle of claim 11 , further comprising a third sensor configured to detect an angular position of at least a portion of the lift during the dump cycle. 13. The refuse vehicle of claim 11 , wherein the one or more processors are configured to identify the container based on input from the radar sensor. 14. The refuse vehicle of claim 11 , wherein the lift comprises a crossbar extending along a width of the refuse vehicle and a bumper supported by the crossbar, and wherein the housing of the first sensor is coupled to the bumper, and wherein the crossbar comprises a fork axle. 15. The refuse vehicle of claim 14 , wherein the housing of the first sensor is mounted directly to the bumper. 16. The refuse vehicle of claim 11 , wherein the first sensor further comprises a guide rod configured to constrain the piston to linear movement, and wherein the piston is biased against a surface of the housing by spring coaxially aligned with the guide rod. 17. The refuse vehicle of claim 11 , wherein the first sensor further comprises a proximity switch mounted within the housing to detect movement of the piston. 18. A method of positive dump verification of refuse containers into refuse vehicles, the method comprising: providing a lift configured to be supported by a chassis of a refuse vehicle and to selectively engage a container and move through a dump cycle while engaged with the container to dump refuse from the container into a hopper connected to the refuse vehicle; providing a plurality of sensors comprising a radar sensor positioned on the chassis and responsive to the engagement of the container by the lift; and providing one or more processors configured to identify, based on at least a portion of received input from the radar sensor, a presence of the container only when a proximity between the container and the radar sensor is such that there exists an engagement of the container by the lift during the dump cycle. 19. The method of claim 18 , wherein the radar sensor is a first sensor, and wherein the plurality of sensors further comprises a second sensor responsive to an angular position of at least a portion of the lift during the dump cycle. 20. The method of claim 18 , wherein the method is performed with route software, and an alert is provided: i) if the container is missed during a route, and/or ii) if the container is dumped and the dumping was not expected by the route software.
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