公开(公告)号：US11442579B2

公开(公告)日：2022-09-13

申请号：US17116455

申请日：2020-12-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Ankit Agarwal ,  Sunil Rathour ,  Harshit Oberoi ,  Nitesh Goyal ,  Nitin Kishorbhai Tanwar ,  Vipin Khushu ,  Choice Choudhary

IPC: G06F3/041 ,  G06N20/00 ,  G06F17/18 ,  G06K9/62

Abstract: A method for accidental touch prediction using machine learning (ML) classification is provided. The method includes determining, by an electronic device, a mutual data index of a sensor data using a first ML model. Further, the method includes recognizing whether the sensor data corresponds to an object touch or a non-object touch based on the mutual data index. Further, the method includes performing, by the electronic device, one of detecting that the electronic device is in a pocket mode and providing an object touch notification on a touch screen of the electronic device in response to determining that the sensor data corresponds to the object touch, and recognizing whether the sensor data corresponds to an accidental touch or a non-accidental touch using at least one second ML model based on touch data in response to determining that the sensor data corresponds to the non-object touch.