公开(公告)号：US12045710B2

公开(公告)日：2024-07-23

申请号：US16276972

申请日：2019-02-15

申请人： Braun GmbH

发明人： Faiz Feisal Sherman ,  Xiaole Mao

IPC分类号： G06N3/044 ,  A46B15/00 ,  A61C17/16 ,  A61C17/22 ,  A61C17/26 ,  A61C17/34 ,  B26B21/40 ,  G06F16/28 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18

CPC分类号： G06N3/044 ,  A46B15/0073 ,  A61C17/22 ,  A61C17/221 ,  A61C17/26 ,  G06F16/285 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18 ,  A46B15/0002 ,  A46B15/0036 ,  A46B15/0038 ,  A46B15/004 ,  A46B15/0071 ,  A46B2200/1066 ,  A61B2562/0219 ,  A61B2562/0247 ,  A61B2562/0252 ,  A61C17/16 ,  A61C17/3409 ,  B26B21/4056 ,  B26B21/4081 ,  G06F2218/16

摘要： An apparatus for classifying the motion of a movable treatment device having at least one inertial sensor, a motion pattern classification device configured to discriminate between two or more motion classes contained in a set of motion classes of the movable treatment device, and an interface for providing inertial sensor data from the inertial sensor to the motion pattern classification device. The inertial sensor data represents a movement of the movable treatment device, wherein the motion pattern classification device comprises at least one neural network configured to receive and classify the inertial sensor data with respect to the motion classes contained, each associated with at least one class member selected based on the motion of the movable treatment device.

公开(公告)号：US12033057B2

公开(公告)日：2024-07-09

申请号：US18215248

申请日：2023-06-28

申请人： Braun GmbH

发明人： Faiz Feisal Sherman ,  Xiaole Mao

IPC分类号： G06N3/044 ,  A46B15/00 ,  A61C17/16 ,  A61C17/22 ,  A61C17/26 ,  A61C17/34 ,  B26B21/40 ,  G06F16/28 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18

CPC分类号： G06N3/044 ,  A46B15/0073 ,  A61C17/22 ,  A61C17/221 ,  A61C17/26 ,  G06F16/285 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18 ,  A46B15/0002 ,  A46B15/0036 ,  A46B15/0038 ,  A46B15/004 ,  A46B15/0071 ,  A46B2200/1066 ,  A61B2562/0219 ,  A61B2562/0247 ,  A61B2562/0252 ,  A61C17/16 ,  A61C17/3409 ,  B26B21/4056 ,  B26B21/4081 ,  G06F2218/16

摘要： A system for classifying the usage of a handheld consumer device having a sensor and an analyzer. The sensor determines usage data at successive time instants and provides a temporally successive sequence of usage data during a usage session. The analyzer classifies the usage of the device with respect to at least one set usage classes and assembles a temporally successive sequence of input tuples of usage data relating to a predetermined time period of the usage session, each of the input tuples having at least one element representing the usage data at the respective time instant and for inputting the sequence of input tuples into at least one artificial neural network arranged to output at least one output tuple comprising a number of elements in accordance with the number of usage classes, each element of the output tuple representing a prediction value that the usage of the consumer device at the given time instant relates to a respective usage class.

公开(公告)号：US11755686B2

公开(公告)日：2023-09-12

申请号：US16276947

申请日：2019-02-15

申请人： Braun GmbH

发明人： Faiz Feisal Sherman ,  Xiaole Mao

IPC分类号： G06F18/213 ,  A46B15/00 ,  A61C17/22 ,  A61C17/26 ,  G06F16/28 ,  G06N3/08 ,  G08B21/18 ,  G06V40/20 ,  G06N3/02 ,  G06N3/04 ,  G06F18/00 ,  A61C17/34 ,  G06N3/044 ,  B26B21/40 ,  A61C17/16

CPC分类号： G06F18/213 ,  A46B15/0073 ,  A61C17/22 ,  A61C17/221 ,  A61C17/26 ,  G06F16/285 ,  G06F18/00 ,  G06N3/044 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18 ,  A46B15/0002 ,  A46B15/004 ,  A46B15/0036 ,  A46B15/0038 ,  A46B15/0071 ,  A46B2200/1066 ,  A61B2562/0219 ,  A61B2562/0247 ,  A61B2562/0252 ,  A61C17/16 ,  A61C17/3409 ,  B26B21/4056 ,  B26B21/4081 ,  G06F2218/16

摘要： A system for classifying the usage of a handheld consumer device having a sensor and an analyzer. The sensor determines usage data at successive time instants and provides a temporally successive sequence of usage data during a usage session. The analyzer classifies the usage of the device with respect to at least one set usage classes and assembles a temporally successive sequence of input tuples of usage data relating to a predetermined time period of the usage session, each of the input tuples having at least one element representing the usage data at the respective time instant and for inputting the sequence of input tuples into at least one artificial neural network arranged to output at least one output tuple comprising a number of elements in accordance with the number of usage classes, each element of the output tuple representing a prediction value that the usage of the consumer device at the given time instant relates to a respective usage class.

公开(公告)号：US20130203008A1

公开(公告)日：2013-08-08

申请号：US13761418

申请日：2013-02-07

申请人： Braun GmbH (a German Corporation)

发明人： Frank Peter Kressman ,  Ruta Almedom ,  Xiaole Mao

IPC分类号： A61C17/34

CPC分类号： A61C17/34 ,  A46B15/0034 ,  A61B5/0071 ,  A61B5/4547 ,  A61C17/221

摘要： A handle section for an oral health detection device that is capable of use with both diagnostic and non-diagnostic cleaning sections is disclosed. The handle section includes a motor and a drive shaft having a longitudinal axis; a coupling section at an end of the handle section for coupling a cleaning section thereto; a light source for emitting excitation radiation having a wavelength greater than about 580 nm; an assembly for directing the excitation radiation to the dental region of the mouth; a light sensor for receiving fluorescence radiation having a wavelength greater than about 850 nm reflected from dental deposits; a logic component operable to analyze the fluorescence radiation received by the light sensor; and a controller including a light source activating device that is activated when a diagnostic cleaning section including a coding device is coupled to the coupling section.

摘要翻译： 公开了一种能够与诊断和非诊断清洁部分一起使用的用于口腔健康检测装置的手柄部分。 手柄部分包括马达和具有纵向轴线的驱动轴; 在所述手柄部分的端部处用于将清洁部分连接到其上的联接部分; 用于发射波长大于约580nm的激发辐射的光源; 用于将激发辐射引导到口腔的牙齿区域的组件; 用于接收从牙科沉积物反射的波长大于约850nm的荧光辐射的光传感器; 可操作以分析由所述光传感器接收的荧光辐射的逻辑部件; 以及包括光源启动装置的控制器，当包括编码装置的诊断清洁部分耦合到所述耦合部分时，所述光源启动装置被激活。

公开(公告)号：US12056208B2

公开(公告)日：2024-08-06

申请号：US16276993

申请日：2019-02-15

申请人： Braun GmbH

发明人： Faiz Feisal Sherman ,  Xiaole Mao

IPC分类号： G06F18/213 ,  A46B15/00 ,  A61C17/22 ,  A61C17/26 ,  G06F16/28 ,  G06F18/00 ,  G06N3/044 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18 ,  A61C17/16 ,  A61C17/34 ,  B26B21/40

CPC分类号： G06F18/213 ,  A46B15/0073 ,  A61C17/22 ,  A61C17/221 ,  A61C17/26 ,  G06F16/285 ,  G06F18/00 ,  G06N3/044 ,  G06N3/08 ,  G06V40/20 ,  G08B21/18 ,  A46B15/0002 ,  A46B15/0036 ,  A46B15/0038 ,  A46B15/004 ,  A46B15/0071 ,  A46B2200/1066 ,  A61B2562/0219 ,  A61B2562/0247 ,  A61B2562/0252 ,  A61C17/16 ,  A61C17/3409 ,  B26B21/4056 ,  B26B21/4081 ,  G06F2218/16

摘要： A method and an apparatus for performing a localization of a movable treatment device having an inertial sensor and configured to treat a target surface. A motion pattern recognition device discriminates between two or more motion patterns contained in a set of motion patterns. An interface provides at least one inertial sensor data from the inertial sensor to the motion pattern recognition device. At least one inertial sensor data represents a movement of the movable treatment device. A neural network is configured to receive the at least one inertial sensor data and to map the at least one inertial sensor data to at least one motion pattern contained in the set of motion patterns associated with one or more different zones of the target surface so that the mapping of the at least one inertial sensor data with the at least one motion pattern indicates an estimation of the location of the device with respect to at least one zone of the target surface.