公开(公告)号：US20210181919A1

公开(公告)日：2021-06-17

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.

公开(公告)号：US20210055814A1

公开(公告)日：2021-02-25

申请号：US16994077

申请日：2020-08-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Nitesh GOYAL ,  Sunil RATHOUR ,  Sonam Chawla BHATIA ,  Yash GUPTA ,  Abhishek GOGIA ,  Reetika MITTAL ,  Vipin KHUSHU

IPC: G06F3/044 ,  H03K17/955 ,  H03K17/96 ,  G06N7/00 ,  G06N20/00

Abstract: A method for determining a proximity of at least one object using an electronic device is provided. The method includes obtaining hover data from a touch panel of the electronic device. Further, the method includes determining at least one of a first hover or a second hover based on the hover data of the at least one object obtained for the touch panel. Further, the method includes determining the proximity of the at least one object to the touch panel of the electronic device based on at least one of the first hover or the second hover.