METHOD AND SYSTEM FOR CONTROLLING MACHINES BASED ON OBJECT RECOGNITION

Title:

METHOD AND SYSTEM FOR CONTROLLING MACHINES BASED ON OBJECT RECOGNITION

Document Type and Number:

WIPO Patent Application WO/2021/093359

Kind Code:

A1

Abstract:

A method includes: capturing one or more images of an unorganized collection of items inside a first machine; determining one or more item types of the unorganized collection of items from the one or more images, comprising: dividing a respective image in the one or more images into a respective plurality of sub-regions; performing feature detection on the respective plurality of sub-regions to obtain a respective plurality of regional feature vectors, wherein a regional feature vector for a sub-region indicates characteristics for a plurality of predefined local item features for the sub-region; generating an integrated feature vector by combining the respective plurality of regional feature vectors; and applying a plurality of binary classifiers to the integrated feature vector; and selecting a machine setting for the first machine based on the determined one or more clothes type in the unorganized collection of items.

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Inventors:

TIAN YUNKE (US)
HA THANH (US)
OU ZHICAI (CN)

Application Number:

PCT/CN2020/102857

Publication Date:

May 20, 2021

Filing Date:

July 17, 2020

Export Citation:

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Assignee:

MIDEA GROUP CO LTD (CN)

International Classes:

D06F33/32; G06V10/26

Foreign References:

CN110331551A	2019-10-15
CN109594288A	2019-04-09
CN105956512A	2016-09-21
CN106192289A	2016-12-07
CN108385330A	2018-08-10
US20190304099A1	2019-10-03
CN110331551A	2019-10-15
EP2928305B1	2018-11-28

Other References: