Patent · US11145066B2 · B2 · US
Parcel recognition device, parcel sorting system, and parcel recognition method
- (11) Publication number
- US11145066B2
- (21) Application number
- 16/623,667
- (22) Filing date
- 2018-05-16
- (30) Priority date
- 2017-06-30
- (43) Publication date
- 2021-10-12
- (45) Date of grant
- 2021-10-12
- (51) IPC
- G06K 7/14; G06Q 10/08; G06T 7/194; G06T 7/70; G06T 7/90
- (52) CPC
- G06T Image data processing or generation, in general: 7/194, 2207/10024, 7/292, 7/70, 7/90
- B07C Postal sorting; sorting individual articles, or bulk material fit to be sorted piece-meal, e.g. by picking: 3/14, 7/005
- B65G Transport or storage devices, e.g. conveyors for loading or tipping, shop conveyor systems or pneumatic tube conveyors: 1/137
- G03B Apparatus or arrangements for taking photographs or for projecting or viewing them; apparatus or arrangements employing analogous techniques using waves other than optical waves; accessories therefor: 21/14
- G06K Graphical data reading; presentation of data; record carriers; handling record carriers: 7/1413
- G06Q Information and communication technology [ICT] specially adapted for administrative, commercial, financial, managerial or supervisory purposes; systems or methods specially adapted for administrative, commercial, financial, managerial or supervisory purposes, not otherwise provided for: 10/083, 10/087
- (73) Assignee
- Panasonic Intellectual Property Management Co Ltd
- (72) Inventors
- Takaaki Moriyama; Takaaki IDERA; Shohji Ohtsubo; Pongsak Lasang; Takrit TANASNITIKUL
- (54) Title
- Parcel recognition device, parcel sorting system, and parcel recognition method
- (57) Abstract
There is provided a parcel recognition device that recognizes parcel based on a color image including one or more parcels, the device including: a processor; and a memory, in which by cooperating with the memory, the processor estimates a region of the one or more parcels in the color image, switches a color of a background which is a region excluding the region of the one or more parcels in the color image, and recognizes each of the one or more parcels based on the background having the switched color and a color of the region of the parcel.
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Claims (11)
- A parcel recognition device that recognizes parcel based on a color image including one or more parcels on a conveyor, the device comprising: a processor; and a memory, wherein by cooperating with the memory, the processor estimates a region of the one or more parcels in the color image, switches a color of a background in the color image, the background being which is a region including a region of the conveyor in the color image and excluding the estimated region of the one or more parcels in the color image, and recognizes each of the one or more parcels based on the color image after the color of the background is switched.
- The parcel recognition device of claim 1, wherein the processor switches the color of the background for each predetermined period.
- The parcel recognition device of claim 2, wherein the processor changes a period for switching the color of the background, according to recognition accuracy of the parcel.
- The parcel recognition device of claim 1, wherein the processor sets a color different from a color of parcel successfully recognized in a past frame as a candidate of the color of the background.
- The parcel recognition device of claim 1, wherein the processor further receives a designation of a candidate of a color of a background, and switches the color of the background within a range of the received candidate.
- The parcel recognition device of claim 1, the processor estimates the region of the one or more parcels in the color image, by using a distance image.
- A parcel sorting system comprising: a projection instruction device including the parcel recognition device according to claim 1; a label reader that reads parcel identification information from a label attached to the parcel; a distance image sensor that obtains a distance image including the parcel; a color image sensor that obtains a color image including the parcel; and an image projection device which projects a projection image indicating a sorting destination on parcel.
- A parcel recognition method of recognizing parcel based on a color image including one or more parcels on a conveyor, the method comprising: by causing a processor to cooperate with a memory, estimating a region of the one or more parcels in the color image; switching a color of a background in the color image, the background being a region including a region of the conveyor in the color image and excluding the estimated region of the one or more parcels in the color image; and recognizing each of the one or more parcels based on the color image after the color of the background is switched.
- The parcel recognition device according to claim 1, wherein the one or more parcels including a parcel having a color similar to a color of the conveyor.
- The parcel recognition device according to claim 3, wherein the period is shortened when the recognition accuracy decreases.
- The parcel recognition device according to claim 4, wherein the processor detects the color of the parcel successfully recognized in the past frame; and the processor excludes the detected color of parcel from the candidate of the color of the background in a current frame.
Description
The present disclosure is related to a parcel recognition device, a parcel sorting system, and a parcel recognition method useful to sort parcel.
As recent economic activity rises, the amount of parcel circulation tends to increase. In a circulation process of parcels, sorting work for sorting the parcel by destination is a time-consuming process and relies on manual work from before, but a technology of automating at least a part of the sorting work is proposed.
PTL 1 discloses a system in which moving parcel is tracked, an image to be displayed is determined based on information related to the parcel read from the parcel and information of a position of the parcel, and the image is projected from a projector to display the image on the parcel.
PTL 1: U.S. Pat. No. 7,090,134
However, in recent years, the amount of parcel circulation has been increased more and more and types of parcel have also become various, so that a technology of effectively and precisely sorting the parcel is required.
The present disclosure is related to the technology of effectively and precisely sorting the parcel.
Citations (13)
- WO1995024278A1
- US5737438A
- US6047889A
- EP1148316A1
- US20030026479A1
- US7090134B2
- WO2007080834A1
- US20090002517A1
- US20110267491A1
- JP2011100244A
- WO2011115666A2
- WO2015145982A1
- US20170066597A1
Record as JSON
{
"publication_number": "US11145066B2",
"country": "US",
"kind": "B2",
"title": "Parcel recognition device, parcel sorting system, and parcel recognition method",
"abstract": "There is provided a parcel recognition device that recognizes parcel based on a color image including one or more parcels, the device including: a processor; and a memory, in which by cooperating with the memory, the processor estimates a region of the one or more parcels in the color image, switches a color of a background which is a region excluding the region of the one or more parcels in the color image, and recognizes each of the one or more parcels based on the background having the switched color and a color of the region of the parcel.",
"claims": [
"1. A parcel recognition device that recognizes parcel based on a color image including one or more parcels on a conveyor, the device comprising: a processor; and a memory, wherein by cooperating with the memory, the processor estimates a region of the one or more parcels in the color image, switches a color of a background in the color image, the background being which is a region including a region of the conveyor in the color image and excluding the estimated region of the one or more parcels in the color image, and recognizes each of the one or more parcels based on the color image after the color of the background is switched.",
"2. The parcel recognition device of claim 1, wherein the processor switches the color of the background for each predetermined period.",
"3. The parcel recognition device of claim 2, wherein the processor changes a period for switching the color of the background, according to recognition accuracy of the parcel.",
"4. The parcel recognition device of claim 1, wherein the processor sets a color different from a color of parcel successfully recognized in a past frame as a candidate of the color of the background.",
"5. The parcel recognition device of claim 1, wherein the processor further receives a designation of a candidate of a color of a background, and switches the color of the background within a range of the received candidate.",
"6. The parcel recognition device of claim 1, the processor estimates the region of the one or more parcels in the color image, by using a distance image.",
"7. A parcel sorting system comprising: a projection instruction device including the parcel recognition device according to claim 1; a label reader that reads parcel identification information from a label attached to the parcel; a distance image sensor that obtains a distance image including the parcel; a color image sensor that obtains a color image including the parcel; and an image projection device which projects a projection image indicating a sorting destination on parcel.",
"8. A parcel recognition method of recognizing parcel based on a color image including one or more parcels on a conveyor, the method comprising: by causing a processor to cooperate with a memory, estimating a region of the one or more parcels in the color image; switching a color of a background in the color image, the background being a region including a region of the conveyor in the color image and excluding the estimated region of the one or more parcels in the color image; and recognizing each of the one or more parcels based on the color image after the color of the background is switched.",
"9. The parcel recognition device according to claim 1, wherein the one or more parcels including a parcel having a color similar to a color of the conveyor.",
"10. The parcel recognition device according to claim 3, wherein the period is shortened when the recognition accuracy decreases.",
"11. The parcel recognition device according to claim 4, wherein the processor detects the color of the parcel successfully recognized in the past frame; and the processor excludes the detected color of parcel from the candidate of the color of the background in a current frame."
],
"description_excerpt": "The present disclosure is related to a parcel recognition device, a parcel sorting system, and a parcel recognition method useful to sort parcel.\n\nAs recent economic activity rises, the amount of parcel circulation tends to increase. In a circulation process of parcels, sorting work for sorting the parcel by destination is a time-consuming process and relies on manual work from before, but a technology of automating at least a part of the sorting work is proposed.\n\nPTL 1 discloses a system in which moving parcel is tracked, an image to be displayed is determined based on information related to the parcel read from the parcel and information of a position of the parcel, and the image is projected from a projector to display the image on the parcel.\n\nPTL 1: U.S. Pat. No. 7,090,134\n\nHowever, in recent years, the amount of parcel circulation has been increased more and more and types of parcel have also become various, so that a technology of effectively and precisely sorting the parcel is required.\n\nThe present disclosure is related to the technology of effectively and precisely sorting the parcel.",
"cpc": [
"G06T 7/194",
"B07C 3/14",
"B07C 7/005",
"B65G 1/137",
"G03B 21/14",
"G06K 7/1413",
"G06Q 10/083",
"G06Q 10/087",
"G06T 2207/10024",
"G06T 7/292",
"G06T 7/70",
"G06T 7/90"
],
"ipc": [
"G06K 7/14",
"G06Q 10/08",
"G06T 7/194",
"G06T 7/70",
"G06T 7/90"
],
"assignees": [
"Panasonic Intellectual Property Management Co Ltd"
],
"inventors": [
"Takaaki Moriyama",
"Takaaki IDERA",
"Shohji Ohtsubo",
"Pongsak Lasang",
"Takrit TANASNITIKUL"
],
"filing_date": "2018-05-16",
"publication_date": "2021-10-12",
"grant_date": "2021-10-12",
"priority_date": "2017-06-30",
"application_number": "US-201816623667-A",
"family_id": "64742083",
"cited_by_count": 0,
"citations": [
"WO1995024278A1",
"US5737438A",
"US6047889A",
"EP1148316A1",
"US20030026479A1",
"US7090134B2",
"WO2007080834A1",
"US20090002517A1",
"US20110267491A1",
"JP2011100244A",
"WO2011115666A2",
"WO2015145982A1",
"US20170066597A1"
]
}
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