GESTURE RECOGNITION METHOD AND RELATED APPARATUS
A gesture recognition method and a related apparatus are provided, to obtain a first point cloud data set by filtering an original point cloud data set collected by a radar apparatus. The first point cloud data set includes a plurality of frames of first point cloud subsets, the first point cloud su...
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creator | QU, Jingwei LIU, Feng WANG, Erli YANG, Jiachen DING, Genming HE, Yanong KUANG, Danni |
description | A gesture recognition method and a related apparatus are provided, to obtain a first point cloud data set by filtering an original point cloud data set collected by a radar apparatus. The first point cloud data set includes a plurality of frames of first point cloud subsets, the first point cloud subset includes a first cluster center, the first cluster center is a cluster center of a plurality of pieces of point cloud data in the first point cloud subset, a maximum horizontal distance between any two first cluster centers meets a first preset condition, and duration of the first point cloud data set meets the first preset condition. Point cloud data whose motion track does not match gesture motion can be effectively filtered out. Gesture recognition is performed by using the first point cloud data set obtained by filtering. In this way, a probability of unintentional triggering can be reduced, and man-machine interaction experience of a user is improved. |
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The first point cloud data set includes a plurality of frames of first point cloud subsets, the first point cloud subset includes a first cluster center, the first cluster center is a cluster center of a plurality of pieces of point cloud data in the first point cloud subset, a maximum horizontal distance between any two first cluster centers meets a first preset condition, and duration of the first point cloud data set meets the first preset condition. Point cloud data whose motion track does not match gesture motion can be effectively filtered out. Gesture recognition is performed by using the first point cloud data set obtained by filtering. 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In this way, a probability of unintentional triggering can be reduced, and man-machine interaction experience of a user is improved.</description><subject>ANALOGOUS ARRANGEMENTS USING OTHER WAVES</subject><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES</subject><subject>LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES</subject><subject>MEASURING</subject><subject>PHYSICS</subject><subject>RADIO DIRECTION-FINDING</subject><subject>RADIO NAVIGATION</subject><subject>TESTING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZDBwdw0OCQ1yVQhydfZ39_MM8fT3U_B1DfHwd1Fw9HMBCvs4hrgC2QEBjkGOIaHBPAysaYk5xam8UJqbQcHNNcTZQze1ID8-tbggMTk1L7Uk3jXAxNDY0MDMxNHQmAglAO7wJes</recordid><startdate>20230208</startdate><enddate>20230208</enddate><creator>QU, Jingwei</creator><creator>LIU, Feng</creator><creator>WANG, Erli</creator><creator>YANG, Jiachen</creator><creator>DING, Genming</creator><creator>HE, Yanong</creator><creator>KUANG, Danni</creator><scope>EVB</scope></search><sort><creationdate>20230208</creationdate><title>GESTURE RECOGNITION METHOD AND RELATED APPARATUS</title><author>QU, Jingwei ; LIU, Feng ; WANG, Erli ; YANG, Jiachen ; DING, Genming ; HE, Yanong ; KUANG, Danni</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_EP4131064A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; fre ; ger</language><creationdate>2023</creationdate><topic>ANALOGOUS ARRANGEMENTS USING OTHER WAVES</topic><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES</topic><topic>LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES</topic><topic>MEASURING</topic><topic>PHYSICS</topic><topic>RADIO DIRECTION-FINDING</topic><topic>RADIO NAVIGATION</topic><topic>TESTING</topic><toplevel>online_resources</toplevel><creatorcontrib>QU, Jingwei</creatorcontrib><creatorcontrib>LIU, Feng</creatorcontrib><creatorcontrib>WANG, Erli</creatorcontrib><creatorcontrib>YANG, Jiachen</creatorcontrib><creatorcontrib>DING, Genming</creatorcontrib><creatorcontrib>HE, Yanong</creatorcontrib><creatorcontrib>KUANG, Danni</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>QU, Jingwei</au><au>LIU, Feng</au><au>WANG, Erli</au><au>YANG, Jiachen</au><au>DING, Genming</au><au>HE, Yanong</au><au>KUANG, Danni</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>GESTURE RECOGNITION METHOD AND RELATED APPARATUS</title><date>2023-02-08</date><risdate>2023</risdate><abstract>A gesture recognition method and a related apparatus are provided, to obtain a first point cloud data set by filtering an original point cloud data set collected by a radar apparatus. 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subjects | ANALOGOUS ARRANGEMENTS USING OTHER WAVES CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES MEASURING PHYSICS RADIO DIRECTION-FINDING RADIO NAVIGATION TESTING |
title | GESTURE RECOGNITION METHOD AND RELATED APPARATUS |
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