CN111026277A

CN111026277A - Interaction control method and device, electronic equipment and storage medium

Info

Publication number: CN111026277A
Application number: CN201911370382.6A
Authority: CN
Inventors: 李宇飞
Original assignee: Shenzhen Sensetime Technology Co Ltd
Current assignee: Shenzhen Sensetime Technology Co Ltd
Priority date: 2019-12-26
Filing date: 2019-12-26
Publication date: 2020-04-17

Abstract

The disclosure relates to an interaction control method and apparatus, an electronic device, and a storage medium, wherein the method includes: obtaining foot actions in response to the acquisition operation; identifying the foot action to obtain an identification result; and responding to the control signal obtained by the identification result, and performing interactive control on the target object in the operation interface. By adopting the method and the device, the data control requirement that human interaction is the foot condition in the interactive control scene is met.

Description

Interaction control method and device, electronic equipment and storage medium

Technical Field

The present disclosure relates to the field of data control, and in particular, to an interaction control method and apparatus, an action recognition method and apparatus, an electronic device, and a storage medium.

Background

With the development of technologies such as intelligent terminals, data communication technologies, Augmented Reality (AR) and Virtual Reality (VR), the demand of users for data control is higher than before, and particularly the data control demand in an interactive scene needs to be met.

Disclosure of Invention

In view of this, the present disclosure provides a technical solution for interactive control.

According to an aspect of the present disclosure, there is provided an interaction control method, the method including:

obtaining foot actions in response to the acquisition operation;

identifying the foot action to obtain an identification result;

and responding to the control signal obtained by the identification result, and performing interactive control on the target object in the operation interface.

By adopting the method and the device, the foot action is identified to obtain the identification result, and the interactive control of the target object in the operation interface is realized according to the control signal obtained by the identification result, so that the data control requirement that the human interaction is the foot condition in the interactive control scene is met.

In a possible implementation manner, the recognizing the foot motion to obtain a recognition result includes:

the foot action is identified according to an identification network to obtain an identification result;

the identification network is: and training according to the foot data labeled in advance to obtain the identification network.

By adopting the method and the device, the foot action can be identified through the identification network obtained after training, so that the identification accuracy of the foot action identification is improved.

and performing recognition processing on at least one foot action selected from the group consisting of a foot lifting action, a foot lowering action, a foot kicking-out action and a foot treading action through a recognition network obtained after training is performed on training data corresponding to the at least one foot action, so as to obtain the recognition result.

By adopting the method and the device, the identification processing can be carried out according to the identification network obtained by training different training data corresponding to different foot actions, so that various foot actions can be identified in a targeted manner, and the identification accuracy of each foot action identification is improved.

In a possible implementation manner, before obtaining the foot motion in response to the acquisition operation, the method further includes: acquiring a configured acquisition mode;

the obtaining of the foot action in response to the acquisition operation comprises:

under the condition that the acquisition mode is front-mounted acquisition, triggering the acquisition operation of a front-mounted camera to obtain the foot operation;

and under the condition that the acquisition mode is rear acquisition, triggering acquisition operation of a rear camera to obtain the foot operation.

By adopting the method and the device, various acquisition modes can be supported, for example, the acquisition operation is executed in a front-end acquisition or rear-end acquisition mode, and more acquisition scenes can be compatible.

In a possible implementation manner, the interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result includes:

the identification result is used for obtaining a corresponding first control signal under the condition of representing the foot lifting action;

according to the first control signal, carrying out virtual object foot lifting processing on a target object in the operation interface to obtain a first processing result;

and rendering the first processing result to obtain a first view displayed on the operation interface.

By adopting the method and the device, the foot lifting processing can be executed according to the first control signal for the condition that the identification result is used for representing the foot lifting action, and the first view displayed on the operation interface is finally obtained.

the recognition result is used for obtaining a corresponding second control signal under the condition of representing the foot lowering action;

according to the second control signal, virtual object foot putting-down processing is carried out on the target object in the operation interface, and a second processing result is obtained;

and rendering the second processing result to obtain a second view displayed on the operation interface.

By adopting the method and the device, the foot putting-down process can be executed according to the second control signal for the condition that the recognition result is used for representing the foot putting-down action, and the second view displayed on the operation interface is finally obtained.

the identification result is used for obtaining a corresponding third control signal under the condition of representing the foot kicking action;

according to the third control signal, executing virtual object foot kicking-out processing on the target object in the operation interface to obtain a third processing result;

and rendering the third processing result to obtain a third view displayed on the operation interface.

By adopting the method and the device, the foot kicking-out processing can be executed according to the third control signal for the condition that the identification result is used for representing the foot kicking-out action, and the third view displayed on the operation interface is finally obtained.

the identification result is used for obtaining a corresponding fourth control signal under the condition of representing the foot stepping action;

according to the fourth control signal, performing foot treading processing on a virtual object on the target object in the operation interface to obtain a fourth processing result;

and rendering the fourth processing result to obtain a fourth view displayed on the operation interface.

By adopting the method and the device, the foot kicking-out processing can be executed according to the fourth control signal under the condition that the identification result is used for representing the foot treading action, and the fourth view displayed on the operation interface is finally obtained.

In a possible implementation manner, the interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result further includes:

carrying out signal switching tracking on the control signal obtained from the identification result to obtain the change condition of the control signal;

according to the change condition of the control signal, dynamic processing of the foot action of the virtual object is executed on the target object in the operation interface, and a fifth processing result is obtained;

and rendering the fifth processing result to obtain a fifth view displayed on the operation interface.

By adopting the method and the device, for the condition that the control signal is obtained from the identification result and the signal switching and tracking are carried out, the dynamic processing of the foot action can be executed according to the change condition of the control signal, and finally the fifth view displayed on the operation interface is obtained.

According to an aspect of the present disclosure, there is provided an action recognition method, the method including:

obtaining foot actions in response to the acquisition operation;

and identifying the foot actions to obtain an identification result.

By adopting the method and the device, the foot action can be identified so as to obtain an accurate identification result. Further, the following may be satisfied according to the recognition result, including but not limited to: such as data control requirements for the case where human interaction is a foot in an interactive control scenario.

According to an aspect of the present disclosure, there is provided an interactive control apparatus, the apparatus including:

the first response unit is used for responding to the acquisition operation and obtaining the foot action;

the identification unit is used for identifying the foot actions to obtain an identification result;

and the second response unit is used for responding to the control signal obtained by the identification result and carrying out interactive control on the target object in the operation interface.

In a possible implementation manner, the identification unit is configured to:

In a possible implementation manner, the identification unit is configured to: and performing recognition processing on at least one foot action selected from the group consisting of a foot lifting action, a foot lowering action, a foot kicking-out action and a foot treading action through a recognition network obtained after training is performed on training data corresponding to the at least one foot action, so as to obtain the recognition result.

In a possible implementation manner, the apparatus further includes: the acquisition unit is used for acquiring the configured acquisition mode;

the first response unit is configured to:

In a possible implementation manner, the second response unit is configured to:

In a possible implementation manner, the second response unit is further configured to:

According to an aspect of the present disclosure, there is provided an action recognition apparatus, the apparatus including:

the action response unit is used for responding to the acquisition operation and obtaining the foot action;

and the action recognition unit is used for recognizing the foot action to obtain a recognition result.

According to another aspect of the present disclosure, there is provided an electronic device including: a processor; a memory for storing processor-executable instructions; wherein the processor is configured to perform the above method.

According to another aspect of the present disclosure, there is provided a non-transitory computer readable storage medium having computer program instructions stored thereon, wherein the computer program instructions, when executed by a processor, implement the above-described method.

In the embodiment of the present disclosure, the foot action is obtained by responding to the acquisition operation; identifying the foot action to obtain an identification result; and responding to the control signal obtained by the identification result, and performing interactive control on the target object in the operation interface. By adopting the method and the device, the foot action is identified to obtain the identification result, and the interactive control of the target object in the operation interface is realized according to the control signal obtained by the identification result, so that the data control requirement that the human interaction is the foot condition in the interactive control scene is met.

It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.

Other features and aspects of the present disclosure will become apparent from the following detailed description of exemplary embodiments, which proceeds with reference to the accompanying drawings.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate exemplary embodiments, features, and aspects of the disclosure and, together with the description, serve to explain the principles of the disclosure.

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and, together with the description, serve to explain the principles of the disclosure.

Fig. 1 shows a flow chart of an interaction control method according to an embodiment of the present disclosure.

FIG. 2 shows a schematic diagram of an interactive control method in response to an example foot action, according to an embodiment of the present disclosure.

FIG. 3 shows a block diagram of an interactive control device according to an embodiment of the present disclosure.

Fig. 4 illustrates a block diagram of an electronic device in accordance with an embodiment of the disclosure.

Detailed Description

Various exemplary embodiments, features and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. In the drawings, like reference numbers can indicate functionally identical or similar elements. While the various aspects of the embodiments are presented in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration. Any embodiment described herein as "exemplary" is not necessarily to be construed as preferred or advantageous over other embodiments.

The term "and/or" herein is merely an association describing an associated object, meaning that three relationships may exist, e.g., a and/or B, may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the term "at least one" herein means any one of a plurality or any combination of at least two of a plurality, for example, including at least one of A, B, C, and may mean including any one or more elements selected from the group consisting of A, B and C.

Furthermore, in the following detailed description, numerous specific details are set forth in order to provide a better understanding of the present disclosure. It will be understood by those skilled in the art that the present disclosure may be practiced without some of these specific details. In some instances, methods, means, elements and circuits that are well known to those skilled in the art have not been described in detail so as not to obscure the present disclosure.

Fig. 1 shows a flowchart of an interaction control method according to an embodiment of the present disclosure, which is applied to an interaction control apparatus, for example, the apparatus may be deployed in a situation where a terminal device or other processing device executes, and may perform processing such as foot action acquisition, foot action recognition, and interaction control. The terminal device may be a User Equipment (UE), a mobile device, a Personal Digital Assistant (PDA), a handheld device (e.g., a tablet), a computing device, a wearable device, or the like. In some possible implementations, the processing method may also be implemented by the processor calling computer readable instructions stored in the memory. As shown in fig. 1, the process includes:

and step S101, responding to the acquisition operation to obtain the foot action.

In one example, the foot actions may include: the foot-lifting action (such as a leg-lifting action before the incident kicking in the process of carrying the football to shooting in the football game), the foot-lowering action (such as a lowering action from the incident kicking in the process of shooting to the recovery of the initial or previous sports posture in the football game), the foot-kicking action (such as a kicking action which presents a certain direction angle or acceleration with a target object in an operation interface in the process of lowering the foot, such as the kicking of the football game in the process of carrying the football or in the process of passing back and the kicking of the football in the process of shooting, and the like), the foot-stepping action (including the stepping action in the process of sports, such as the stepping action of the football game in the process of dribbling, or the stepping action of the football game in the process of stopping, such as the ball stopping, and the like).

The foot lifting action and the foot lowering action can be understood as actions representing the motion change process and are mainly used for describing the motion posture change in a time range, the foot kicking-out action and the foot stepping-on action can be understood as instantaneous actions representing a specific motion moment, such as the action of a time point, and through the point and surface combined processing, various operations of virtual objects (such as football players) in a scene can be smoothly described in a virtual scene taking a football game as an example or a virtual-real combined scene and the like, and a real human-computer interaction effect is realized.

And S102, identifying the foot motions to obtain an identification result.

In an example, the foot action may be identified according to an identification network to obtain the identification result. The identification network may be: according to the pre-labeled training data, namely: and the recognition network is obtained after training the foot data of at least one of the foot lifting action, the foot lowering action, the foot kicking-out action and the foot treading action.

And step S103, responding to the control signal obtained by the identification result, and performing interactive control on the target object in the operation interface.

In an example, the operation interface may be a display interface of an intelligent terminal (such as a mobile phone terminal or a tablet computer). In this case, the application program (such as a soccer game) targeted by the interactive control is run on the intelligent terminal, and the intelligent terminal can be used for the interactive control and also used for outputting the processing result obtained based on the interactive control and displaying the processing result, so that the "what you see what you get" is realized, that is, the processing result is directly displayed on the intelligent terminal, and the user can perform the interactive control of stand-alone operation.

In another example, the operation interface may also be an output interface of each output terminal such as a large screen projection or a television. In this case, the application program (such as a soccer game) for which the above-described interactive control is executed on the smart terminal, and the smart terminal may be used for the interactive control. For better interactive experience and better multi-person interactive operation, a processing result obtained based on the interactive control is output to an output interface larger than the intelligent terminal, namely: any output terminal of various output terminals such as large-screen projection or television can be connected with the intelligent terminal in a wired or wireless mode (supporting data wireless short-distance transmission), so that the processing result is displayed on the output terminal, and a user can carry out interactive control of multi-user operation.

In summary, in response to the control signal obtained from the identification result, the target object in the operation interface of the intelligent terminal may be interactively controlled, and the processing result obtained based on the interactive control is displayed on the intelligent terminal or the output terminal.

By adopting the method and the device, various foot actions such as at least one of foot lifting action, foot lowering action, foot kicking-out action and foot treading action can be recognized through a recognition network obtained by training pre-marked training data (corresponding to foot data of various foot actions) to obtain a recognition result, interactive control on a target object in an operation interface is realized according to a control signal obtained by the recognition result, and thus, the data control requirement that human interaction is the foot condition in an interactive control scene is met.

In a possible implementation manner, before obtaining the foot motion in response to the collecting operation, the method further includes: and acquiring the configured acquisition mode. The step of obtaining the foot action in response to the acquisition operation comprises any one of the following steps:

triggering the acquisition operation of a front camera under the condition that the acquisition mode is front acquisition to obtain the foot operation;

and secondly, under the condition that the acquisition mode is rear acquisition, triggering acquisition operation of a rear camera to obtain foot operation.

It should be noted that various foot motions, such as at least one of a foot lifting motion, a foot lowering motion, a foot kicking motion, and a foot stepping motion, are collected by means of the front or rear camera. One case is a collection process before training the recognition network, such as collecting a large amount of foot movements such as lifting, lowering, kicking, stepping and the like by means of a front or rear camera, and performing data labeling, and using the obtained labeling result as the training data, and training the recognition network by using the pre-labeled training data, thereby obtaining the trained recognition network. In another case, during the interactive control processing performed by the trained recognition network, various foot motions, such as at least one of a foot lifting motion, a foot lowering motion, a foot kicking motion, and a foot stepping motion, are acquired in real time by means of a front or rear camera, so that the various foot motions acquired in real time are recognized by the trained recognition network to obtain a recognition result.

In a possible implementation manner, in terms of the condition that a frame of image of the operation interface is displayed by the collected current action, in response to the control signal obtained from the recognition result, the target object (such as a football in the game application) in the operation interface is interactively controlled, and in the display frame of the interactive control process, the interactive control process can be implemented by a virtual object (such as a virtual user who dribbles, kicks, stops or jolts in the game application), including any one of the following conditions or a combination thereof:

firstly, when the identification result is used for representing the foot lifting action, a corresponding first control signal is obtained, and virtual object foot lifting processing is executed on a target object in the operation interface according to the first control signal, so that a first processing result is obtained. And rendering the first processing result to obtain a first view displayed on the operation interface.

And secondly, under the condition that the identification result is used for representing the foot part putting action, obtaining a corresponding second control signal, and executing virtual object foot part putting processing on the target object in the operation interface according to the second control signal to obtain a second processing result. And rendering the second processing result to obtain a second view displayed on the operation interface.

And thirdly, under the condition that the identification result is used for representing the foot kicking action, obtaining a corresponding third control signal, and executing virtual object foot kicking processing on the target object in the operation interface according to the third control signal to obtain a third processing result. And rendering the third processing result to obtain a third view displayed on the operation interface.

And fourthly, under the condition that the identification result is used for representing the foot treading action, obtaining a corresponding fourth control signal, and executing virtual foot treading processing on the target object in the operation interface according to the fourth control signal to obtain a fourth processing result. And rendering the fourth processing result to obtain a fourth view displayed on the operation interface.

In a possible implementation manner, for a situation that a plurality of collected operation interface multi-frame images displayed by a plurality of actions dynamically change, the interactively controlling a target object in an operation interface in response to a control signal obtained from the recognition result further includes: carrying out signal switching tracking on the control signal obtained from the identification result to obtain the change condition of the control signal; and according to the change condition of the control signal, performing dynamic processing of the foot action of the virtual object on the target object in the operation interface to obtain a fifth processing result. And rendering the fifth processing result to obtain a fifth view displayed on the operation interface.

According to the change condition of the control signal, performing dynamic processing of the foot action of the virtual object on the target object in the operation interface to obtain a fifth processing result, which includes the following contents:

1. and under the condition that the identification result is used for representing the foot lifting action, obtaining a corresponding first control signal, and executing virtual object foot lifting processing on a target object in the operation interface according to the first control signal to obtain a first processing result.

2. And switching the recognition result to be used for representing the foot part putting action to obtain a corresponding second control signal, and executing virtual object foot part putting processing on the target object in the operation interface according to the second control signal to obtain a second processing result.

3. And switching the recognition result to be used for representing the foot kicking action to obtain a corresponding third control signal, and executing virtual object foot kicking processing on the target object in the operation interface according to the third control signal to obtain a third processing result.

4. And under the condition that the identification result is used for representing the foot treading action, obtaining a corresponding fourth control signal, and executing virtual foot treading processing on the target object in the operation interface according to the fourth control signal to obtain a fourth processing result.

5. And obtaining a fifth processing result according to the first processing result, the second processing result, the third processing result and the fourth processing result, wherein the fifth processing result is a dynamic change view formed by multiple frames of images of the operation interface.

The above-described foot raising operation means: the case where the depth of the sole surface from the camera is smaller than the depth of the ground from the camera.

The foot lowering operation means: the plantar surface laminating ground, the degree of depth of plantar surface and camera with the ground and the condition of the degree of depth unanimity of camera basically.

The kick-out motion of the foot is: the foot after leaving the ground has an acceleration in the direction of the toe which is fast moving.

The foot stepping operation means: the foot after leaving the ground has an acceleration perpendicular to the rapid movement of the foot in the direction of the plantar surface.

The embodiment of the present disclosure further provides an action recognition method, where the method includes: obtaining foot actions in response to the acquisition operation; and identifying the foot actions to obtain an identification result.

In one example, the recognizing the foot motion to obtain a recognition result includes: the foot action is identified according to an identification network to obtain an identification result; the identification network is: and training according to the foot data labeled in advance to obtain the identification network.

In one example, the recognizing the foot motion to obtain a recognition result includes: and performing recognition processing on at least one foot action selected from the group consisting of a foot lifting action, a foot lowering action, a foot kicking-out action and a foot treading action through a recognition network obtained after training is performed on training data corresponding to the at least one foot action, so as to obtain the recognition result.

By adopting the method and the device, the foot action can be identified so as to obtain an accurate identification result. Further, the following may be satisfied according to the recognition result, including but not limited to: such as the data control requirements for the case where human interaction is a foot in the interactive control scenario described above.

Application example:

FIG. 2 shows a schematic diagram of an interactive control method in response to an example foot action according to an embodiment of the present disclosure, as shown in FIG. 2, comprising the steps of:

step S201, for various foot motions, collecting the motions of each foot through a front camera or a rear camera.

In an example, each collected foot motion may be directly provided to a trained recognition network (i.e., a recognition network trained by pre-labeled training data) for recognition, so as to obtain a recognition result through the trained recognition network.

In another example, the collected foot motions may be stored in the foot motion set 11. Since the recognition network is obtained by training the pre-labeled training data (foot data corresponding to various foot motions), the trained recognition network is directly used after the training is finished. In order to improve the recognition accuracy, on the basis, various foot motions in the foot motion set 11 can be used as training data to continue training and update the trained recognition network in the interactive control processing process to obtain an updated trained recognition network, so that various foot motions in the foot motion set 11 can be output to synchronously update the training data and obtain the updated trained recognition network, and a more accurate recognition result can be obtained through the updated trained recognition network.

And S202, identifying each foot action to obtain an identification result, and sending a corresponding control signal to a corresponding target application.

In one example, the target application may be an application program targeted by interactive control, such as a soccer game.

Step S203, the target application responds to the corresponding control signal and executes the corresponding interactive control processing.

In an example, the control signal may be a return value of an internal interface of the mobile phone terminal, and after receiving the control signal, the target application in the upper layer may trigger corresponding interactive control according to a preset configuration of a target application developer. For example, if the target application is a football game operated by a mobile phone terminal, the interactive control can be completed by sensing different control signals. In the process of interactive control, for example, if the foot is down or the normal foot is flatly placed, the control signal 0 is triggered, and when the control signal is 0, the interactive control processing corresponding to the control signal can be obtained according to the preset configuration, namely, the prompt that the user can start kicking the ball is displayed at the mobile phone terminal. Then, the user can perform a ball-kicking action in which the foot is lifted or a ball-kicking action in which the foot is kicked, or the like.

If the foot action is recognized as foot lifting, the triggering control signal is 1, the interactive control processing which can obtain the corresponding control signal according to the preset configuration is that the user applies a force to the football in the vertical direction by using the foot, and the picture of the football game displayed on the mobile phone terminal is that the user tosses the football, and the football is bounced accordingly.

If the foot action is recognized as foot kicking, the triggering control signal is 2, the interactive control processing which can obtain the corresponding control signal according to the preset configuration is 'applying a force which is far away from the user forward to the football and leading the football to fly away from the user', the picture of the football game is displayed at the mobile phone terminal as 'user kicking the football, the football can be shot out at a certain angle', the acceleration can be calculated according to the foot kicking, so that the parameters such as the flying distance of the football are obtained.

If the foot action is identified as the stepping action, the triggering control signal is 4, the interactive control processing which can obtain the corresponding control signal according to the preset configuration is that a vertical downward force is applied to the football to stop the football at the current position, and the picture of the football game is displayed as ' user ' stopping the football '.

By adopting the method and the device, the target application (such as a mobile phone program on a mobile phone terminal) on the intelligent terminal can be interactively controlled by identifying the foot actions, the interactive control is not limited to the processing of game mobile phone programs, and the method and the device can be provided for game mobile phone software manufacturers and can be used for customizing more game forms and more man-machine interactive operation scenes.

It will be understood by those skilled in the art that in the method of the present invention, the order of writing the steps does not imply a strict order of execution and any limitations on the implementation, and the specific order of execution of the steps should be determined by their function and possible inherent logic.

The above-mentioned method embodiments can be combined with each other to form a combined embodiment without departing from the principle logic, which is limited by the space and will not be repeated in this disclosure.

In addition, the present disclosure also provides an interaction control apparatus, an electronic device, a computer-readable storage medium, and a program, which can be used to implement any one of the interaction control methods provided by the present disclosure, and the corresponding technical solutions and descriptions and corresponding descriptions in the method sections are not repeated.

Fig. 3 shows a block diagram of an interaction control device according to an embodiment of the present disclosure, as shown in fig. 3, the device comprising: a first response unit 41, configured to respond to the acquisition operation to obtain a foot motion; the recognition unit 42 is used for recognizing the foot actions to obtain recognition results; and a second response unit 43, configured to perform interactive control on the target object in the operation interface in response to the control signal obtained from the recognition result.

In a possible implementation manner, the identification unit is configured to: the foot action is identified according to an identification network to obtain an identification result; the identification network is: and training according to the foot data labeled in advance to obtain the identification network.

In a possible implementation manner, the apparatus further includes: the acquisition unit is used for acquiring the configured acquisition mode; the first response unit is configured to: under the condition that the acquisition mode is front-mounted acquisition, triggering the acquisition operation of a front-mounted camera to obtain the foot operation; and under the condition that the acquisition mode is rear acquisition, triggering acquisition operation of a rear camera to obtain the foot operation.

In a possible implementation manner, the second response unit is configured to: the identification result is used for obtaining a corresponding first control signal under the condition of representing the foot lifting action; according to the first control signal, carrying out virtual object foot lifting processing on a target object in the operation interface to obtain a first processing result; and rendering the first processing result to obtain a first view displayed on the operation interface.

In a possible implementation manner, the second response unit is configured to: the recognition result is used for obtaining a corresponding second control signal under the condition of representing the foot lowering action; according to the second control signal, virtual object foot putting-down processing is carried out on the target object in the operation interface, and a second processing result is obtained; and rendering the second processing result to obtain a second view displayed on the operation interface.

In a possible implementation manner, the second response unit is configured to: the identification result is used for obtaining a corresponding third control signal under the condition of representing the foot kicking action; according to the third control signal, executing virtual object foot kicking-out processing on the target object in the operation interface to obtain a third processing result; and rendering the third processing result to obtain a third view displayed on the operation interface.

In a possible implementation manner, the second response unit is configured to: the identification result is used for obtaining a corresponding fourth control signal under the condition of representing the foot stepping action; according to the fourth control signal, performing foot treading processing on a virtual object on the target object in the operation interface to obtain a fourth processing result; and rendering the fourth processing result to obtain a fourth view displayed on the operation interface.

In a possible implementation manner, the second response unit is further configured to: carrying out signal switching tracking on the control signal obtained from the identification result to obtain the change condition of the control signal; according to the change condition of the control signal, dynamic processing of the foot action of the virtual object is executed on the target object in the operation interface, and a fifth processing result is obtained; and rendering the fifth processing result to obtain a fifth view displayed on the operation interface.

The embodiment of the present disclosure further provides a motion recognition apparatus, the apparatus includes: the action response unit is used for responding to the acquisition operation and obtaining the foot action; and the action recognition unit is used for recognizing the foot action to obtain a recognition result.

In one example, the action recognition unit is configured to: the foot action is identified according to an identification network to obtain an identification result; the identification network is: and training according to the foot data labeled in advance to obtain the identification network.

In one example, the action recognition unit is configured to: and performing recognition processing on at least one foot action selected from the group consisting of a foot lifting action, a foot lowering action, a foot kicking-out action and a foot treading action through a recognition network obtained after training is performed on training data corresponding to the at least one foot action, so as to obtain the recognition result.

In some embodiments, functions of or modules included in the apparatus provided in the embodiments of the present disclosure may be used to execute the method described in the above method embodiments, and specific implementation thereof may refer to the description of the above method embodiments, and for brevity, will not be described again here.

Embodiments of the present disclosure also provide a computer-readable storage medium having stored thereon computer program instructions, which when executed by a processor, implement the above-mentioned method. The computer readable storage medium may be a volatile computer readable storage medium or a non-volatile computer readable storage medium.

The embodiments of the present disclosure also provide a computer program product, which includes computer readable codes, and when the computer readable codes are run on a device, a processor in the device executes instructions for implementing the interaction control method provided in any one of the above embodiments.

The embodiments of the present disclosure also provide another computer program product for storing computer readable instructions, which when executed cause a computer to perform the operations of the interaction control method provided in any of the above embodiments.

The computer program product may be embodied in hardware, software or a combination thereof. In an alternative embodiment, the computer program product is embodied in a computer storage medium, and in another alternative embodiment, the computer program product is embodied in a Software product, such as a Software Development Kit (SDK), or the like.

An embodiment of the present disclosure further provides an electronic device, including: a processor; a memory for storing processor-executable instructions; wherein the processor is configured as the above method.

The electronic device may be provided as a terminal, server, or other form of device.

Fig. 4 is a block diagram illustrating an electronic device 800 in accordance with an example embodiment. For example, the electronic device 800 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, or the like terminal.

Referring to fig. 4, electronic device 800 may include one or more of the following components: processing component 802, memory 804, power component 806, multimedia component 808, audio component 810, input/output (I/O) interface 812, sensor component 814, and communication component 816.

The processing component 802 generally controls overall operation of the electronic device 800, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations. The processing components 802 may include one or more processors 820 to execute instructions to perform all or a portion of the steps of the methods described above. Further, the processing component 802 can include one or more modules that facilitate interaction between the processing component 802 and other components. For example, the processing component 802 can include a multimedia module to facilitate interaction between the multimedia component 808 and the processing component 802.

The memory 804 is configured to store various types of data to support operations at the electronic device 800. Examples of such data include instructions for any application or method operating on the electronic device 800, contact data, phonebook data, messages, pictures, videos, and so forth. The memory 804 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.

The power supply component 806 provides power to the various components of the electronic device 800. The power components 806 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the electronic device 800.

The multimedia component 808 includes a screen that provides an output interface between the electronic device 800 and a user. In some embodiments, the screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 808 includes a front facing camera and/or a rear facing camera. The front camera and/or the rear camera may receive external multimedia data when the electronic device 800 is in an operation mode, such as a shooting mode or a video mode. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.

The audio component 810 is configured to output and/or input audio signals. For example, the audio component 810 includes a Microphone (MIC) configured to receive external audio signals when the electronic device 800 is in an operational mode, such as a call mode, a recording mode, and a voice recognition mode. The received audio signals may further be stored in the memory 804 or transmitted via the communication component 816. In some embodiments, audio component 810 also includes a speaker for outputting audio signals.

The I/O interface 812 provides an interface between the processing component 802 and peripheral interface modules, which may be keyboards, click wheels, buttons, etc. These buttons may include, but are not limited to: a home button, a volume button, a start button, and a lock button.

The sensor assembly 814 includes one or more sensors for providing various aspects of state assessment for the electronic device 800. For example, the sensor assembly 814 may detect an open/closed state of the electronic device 800, the relative positioning of components, such as a display and keypad of the electronic device 800, the sensor assembly 814 may also detect a change in the position of the electronic device 800 or a component of the electronic device 800, the presence or absence of user contact with the electronic device 800, orientation or acceleration/deceleration of the electronic device 800, and a change in the temperature of the electronic device 800. Sensor assembly 814 may include a proximity sensor configured to detect the presence of a nearby object without any physical contact. The sensor assembly 814 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 814 may also include an acceleration sensor, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.

The communication component 816 is configured to facilitate wired or wireless communication between the electronic device 800 and other devices. The electronic device 800 may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 816 receives a broadcast signal or broadcast related information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communication component 816 further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, Ultra Wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.

In an exemplary embodiment, the electronic device 800 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, micro-controllers, microprocessors or other electronic components for performing the above-described methods.

In an exemplary embodiment, a non-transitory computer-readable storage medium, such as the memory 804, may also be provided that includes computer program instructions that are executable by the processor 820 of the electronic device 800 to perform the methods described above.

The present disclosure may be systems, methods, and/or computer program products. The computer program product may include a computer-readable storage medium having computer-readable program instructions embodied thereon for causing a processor to implement various aspects of the present disclosure.

The computer readable storage medium may be a tangible device that can hold and store the instructions for use by the instruction execution device. The computer readable storage medium may be, for example, but not limited to, an electronic memory device, a magnetic memory device, an optical memory device, an electromagnetic memory device, a semiconductor memory device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a Static Random Access Memory (SRAM), a portable compact disc read-only memory (CD-ROM), a Digital Versatile Disc (DVD), a memory stick, a floppy disk, a mechanical coding device, such as punch cards or in-groove projection structures having instructions stored thereon, and any suitable combination of the foregoing. Computer-readable storage media as used herein is not to be construed as transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission medium (e.g., optical pulses through a fiber optic cable), or electrical signals transmitted through electrical wires.

The computer-readable program instructions described herein may be downloaded from a computer-readable storage medium to a respective computing/processing device, or to an external computer or external storage device via a network, such as the internet, a local area network, a wide area network, and/or a wireless network. The network may include copper transmission cables, fiber optic transmission, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. The network adapter card or network interface in each computing/processing device receives computer-readable program instructions from the network and forwards the computer-readable program instructions for storage in a computer-readable storage medium in the respective computing/processing device.

The computer program instructions for carrying out operations of the present disclosure may be assembler instructions, Instruction Set Architecture (ISA) instructions, machine-related instructions, microcode, firmware instructions, state setting data, or source or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The computer-readable program instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider). In some embodiments, the electronic circuitry that can execute the computer-readable program instructions implements aspects of the present disclosure by utilizing the state information of the computer-readable program instructions to personalize the electronic circuitry, such as a programmable logic circuit, a Field Programmable Gate Array (FPGA), or a Programmable Logic Array (PLA).

Various aspects of the present disclosure are described herein with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the disclosure. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer-readable program instructions.

These computer-readable program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks. These computer-readable program instructions may also be stored in a computer-readable storage medium that can direct a computer, programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer-readable medium storing the instructions comprises an article of manufacture including instructions which implement the function/act specified in the flowchart and/or block diagram block or blocks.

The computer readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other devices to cause a series of operational steps to be performed on the computer, other programmable apparatus or other devices to produce a computer implemented process such that the instructions which execute on the computer, other programmable apparatus or other devices implement the functions/acts specified in the flowchart and/or block diagram block or blocks.

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of instructions, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

Different embodiments of the present application may be combined with each other without departing from the logic, and the descriptions of the different embodiments are focused on, and for the parts focused on the descriptions of the different embodiments, reference may be made to the descriptions of the other embodiments.

Having described embodiments of the present disclosure, the foregoing description is intended to be exemplary, not exhaustive, and not limited to the disclosed embodiments. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The terminology used herein is chosen in order to best explain the principles of the embodiments, the practical application, or technical improvements to the technology in the marketplace, or to enable others of ordinary skill in the art to understand the embodiments disclosed herein.

Claims

1. An interaction control method, characterized in that the method comprises:

obtaining foot actions in response to the acquisition operation;

identifying the foot action to obtain an identification result;

2. The method according to claim 1, wherein the recognizing the foot motion to obtain a recognition result comprises:

3. The method according to claim 1, wherein the recognizing the foot motion to obtain a recognition result comprises:

4. The method of any of claims 1-3, wherein prior to obtaining the foot action in response to the acquiring operation, the method further comprises: acquiring a configured acquisition mode;

5. The method of claim 4, wherein interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result comprises:

6. The method of claim 4, wherein interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result comprises:

7. The method of claim 4, wherein interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result comprises:

8. The method of claim 4, wherein interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result comprises:

9. The method of claim 4, wherein the interactively controlling the target object in the operation interface in response to the control signal obtained from the recognition result further comprises:

10. A method of motion recognition, the method comprising:

obtaining foot actions in response to the acquisition operation;

and identifying the foot actions to obtain an identification result.

11. An interactive control apparatus, the apparatus comprising:

12. The apparatus according to claim 11, wherein the identifying unit is configured to:

13. The apparatus according to claim 11, wherein the identifying unit is configured to: and performing recognition processing on at least one foot action selected from the group consisting of a foot lifting action, a foot lowering action, a foot kicking-out action and a foot treading action through a recognition network obtained after training is performed on training data corresponding to the at least one foot action, so as to obtain the recognition result.

14. The apparatus according to any one of claims 11-13, further comprising: the acquisition unit is used for acquiring the configured acquisition mode;

the first response unit is configured to:

15. The apparatus of claim 14, wherein the second response unit is configured to:

16. The apparatus of claim 14, wherein the second response unit is configured to:

17. The apparatus of claim 14, wherein the second response unit is configured to:

18. An action recognition device, characterized in that the device comprises:

19. An electronic device, comprising:

a processor;

a memory for storing processor-executable instructions;

wherein the processor is configured to: performing the method of any one of claims 1 to 9, 10.

20. A computer readable storage medium having computer program instructions stored thereon, wherein the computer program instructions, when executed by a processor, implement the method of any one of claims 1 to 9, 10.