CN120264100A - An interactive film and television creation and audience customization model using AI face-changing technology - Google Patents
An interactive film and television creation and audience customization model using AI face-changing technology Download PDFInfo
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- CN120264100A CN120264100A CN202510563734.9A CN202510563734A CN120264100A CN 120264100 A CN120264100 A CN 120264100A CN 202510563734 A CN202510563734 A CN 202510563734A CN 120264100 A CN120264100 A CN 120264100A
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Abstract
本发明涉及影视创作技术领域，且公开了一种利用AI换脸技术的互动型影视创作与观众定制模式，包含以下系统与执行步骤：构建网剧资源库、搭建具备强大运算能力和智能算法的AI换脸技术系统平台，该平台涵盖以下功能模块：付费上传模块、照片预处理模块、精准换脸处理模块、场景选择模块、效果预览与确认模块和设立数据存储与管理模块。本发明的利用AI换脸技术的互动型影视创作与观众定制模式，通过个性化体验、丰富的场景选择、高质量换脸效果、全面的效果预览、数据安全管理、广泛的应用领域和持续优化发展等方面的有益效果，为观众带来了全新的影视创作和互动体验，同时也为相关行业的发展提供了新的思路和机遇，具有重要的社会价值和经济价值。
The present invention relates to the field of film and television creation technology, and discloses an interactive film and television creation and audience customization mode using AI face-changing technology, including the following systems and execution steps: constructing a web drama resource library, building an AI face-changing technology system platform with powerful computing power and intelligent algorithms, and the platform covers the following functional modules: paid upload module, photo preprocessing module, accurate face-changing processing module, scene selection module, effect preview and confirmation module, and data storage and management module. The interactive film and television creation and audience customization mode using AI face-changing technology of the present invention brings a new film and television creation and interactive experience to the audience through the beneficial effects of personalized experience, rich scene selection, high-quality face-changing effect, comprehensive effect preview, data security management, wide application fields and continuous optimization and development, and also provides new ideas and opportunities for the development of related industries, and has important social value and economic value.
Description
Technical Field
The invention relates to the technical field of film and television creation, in particular to an interactive film and television creation and audience customization mode by using an AI face-changing technology.
Background
With the development of the film industry and the advancement of technology, the application of AI technology in the film and television field is gradually increasing. However, in the prior art, the AI face-changing technology is mainly applied to specific scenes and purposes, such as special effect production, video post-processing and the like, and is often operated and controlled by professionals, so that common audiences are difficult to directly participate in and experience.
Currently, there is a lack of a mode in the market that can combine AI face-changing technology with the private customization needs of the audience. The audience can only be used as a passive viewer, and can not truly integrate the audience into the film and television works, so that personalized creation and expression are realized. Although some simple face-changing applications exist, they often have a relatively single function, limited scene selection, unsatisfactory face-changing effects, and inability to provide comprehensive preview and interactive operations, and inability to meet the pursuit of viewers for high-quality, personalized video experiences. Meanwhile, the method has the defects in the aspects of data safety and management, and the privacy and rights and interests of audiences cannot be effectively ensured. In addition, the existing mode lacks wide application expansion in a plurality of fields, and potential value and possibility of the AI face-changing technology cannot be fully mined.
Therefore, in order to meet the increasing personalized demands of the audience, improve the participation degree and experience of the audience in the video creation, fully exert the advantages of the AI face-changing technology, expand the application field of the video creation, and need to develop a brand-new interactive video creation and audience customization mode by using the AI face-changing technology so as to make up the defects and defects of the prior art.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides an interactive film creation and audience customization mode by using an AI face-changing technology, which is used for solving the problems.
In order to achieve the above purpose, the invention provides a technical scheme that an interactive movie creation and audience customization mode utilizing an AI face-changing technology comprises the following system and execution steps:
Constructing a network play resource library, storing various network play contents, and accurately extracting the image data information of the main actor therein to form a complete main actor image data set;
an AI face-changing technical system platform with strong operation capability and intelligent algorithm is built, and the platform covers the following functional modules:
the payment uploading module enables a spectator to complete payment operation through a safe payment channel, smoothly upload personal photos according to the requirements of a specified format, size and definition, and strictly standardize and detect the uploaded photos by the system;
the photo preprocessing module performs preprocessing such as cutting, adjusting and the like on photos uploaded by audiences by using a professional analysis technology so as to adapt to a subsequent face changing process and improve the accuracy and effect of face changing;
The accurate face changing processing module adopts advanced AI algorithm and deep learning technology to carry out accurate matching and face changing processing on the preprocessed audience photos and the online drama main show image data, so as to ensure perfect fit and natural transition of facial features, expressions, skin colors and the like;
the scene selection module is used for displaying various scenes of the network drama in detail for the audience, including scenario key scenes, emotion scenes, action scenes and the like, and the audience can autonomously select specific scenes of the face changing application;
The effect preview and confirmation module provides various preview modes, such as panoramic preview, local close-up preview and the like, is provided with various interactive operation functions, such as pause, slow release, fast forward and the like, and can comprehensively and carefully check the face-changing effect by a spectator, and generates final face-changing movie content after satisfaction confirmation;
And a data storage and management module is arranged, a high-safety encryption technology and a data backup mechanism are applied to safely store and effectively manage the video content after the face change of the audience, and meanwhile, related data information is completely recorded, so that the audience can conveniently check, play back, share and the like at any time.
As a preferable technical scheme of the invention, the algorithm and the model in the AI face-changing technical system platform are subjected to massive data training and depth optimization, and are mainly used for adapting to photos and main figures under different types, angles and illumination conditions, and stably realizing high-quality face-changing effects.
As a preferable technical scheme of the invention, in the scene selection module, various scenes are classified in detail and fully introduced, wherein the scene selection module comprises important nodes for story development covered by key scenes of a scenario, and emotion scenes are emphasized to display emotion communication among people and action and stress atmosphere with prominent action scenes, so that the multi-element experience requirement of audiences is met.
As a preferable technical scheme of the invention, the effect preview and confirmation module comprises a panoramic preview and a local close-up preview, wherein the panoramic preview mode can completely present the whole effect after face change, and the local close-up preview mode can focus on the face details, so that the interactive operation functions of pause, slow release, fast forward and the like can enable the audience to evaluate the face change effect from different angles and speeds.
As the preferable technical scheme of the invention, the data storage and management module strictly adopts an advanced safe encryption technology and a perfect data backup mechanism, so that confidentiality, integrity and usability of the uploaded photos and the face-changing content of the audience are practically ensured, and meanwhile, relevant privacy regulations are firmly followed, and the privacy of the audience is fully protected.
As the preferable technical scheme of the invention, the face-changing film and television content generated through the mode can be widely applied to the specific fields of social media sharing, personal souvenir, creative creation and the like, and the value and influence of the face-changing film and television content are fully exerted.
As the preferable technical scheme of the invention, the mode continuously carries out technology updating and content optimization, thereby steadily improving the experience of audiences and the performance of the system and accurately adapting to the continuously changing market demands and the technological development trend.
Compared with the prior art, the invention provides an interactive film and television creation and audience customization mode by using an AI face-changing technology, which has the following beneficial effects:
Personalized experience the invention provides personalized movie and television creation experience for the audience, the audience can integrate own image into the network play, personalized requirements and creative expression of the audience are met, and participation feeling and entertainment of the audience are increased.
The abundant scene selection is that through detailed classification and display of various drama scenes, such as a drama key scene, an emotion scene, an action scene and the like, audiences can select specific scenes of face changing application according to own preference, experience of the audiences is enriched, and multiple requirements of different audiences are met.
The high-quality face-changing effect is realized by adopting an advanced AI algorithm and a deep learning technology, and by adopting an algorithm and a model which are trained by mass data and optimized deeply, the method can adapt to photos and main figures under different types, angles and illumination conditions, and the high-quality face-changing effect is realized, so that the facial features, expressions, skin colors and the like after face changing are perfectly matched and are in natural transition.
And the comprehensive effect preview and confirmation module provides various preview modes, such as panoramic preview, local close-up preview and the like, is provided with various interactive operation functions, such as pause, slow release, fast forward and the like, and can comprehensively and carefully check the face-changing effect by a spectator, evaluate the face-changing effect from different angles and speeds and ensure that the finally generated face-changing video content meets the expectations of the spectator.
The data safety and management is that a data storage and management module is set up, a highly safe encryption technology and a perfect data backup mechanism are adopted, confidentiality, integrity and usability of the uploaded photos and face-changing contents of the audience are practically ensured, meanwhile, related privacy regulations are strictly followed, the privacy of the audience is fully protected, and the audience is free from worry of the worry.
The face-changing film and television content generated through the mode can be widely applied to the fields of social media sharing, personal souvenir, creative creation, education, entertainment, advertising and the like, the value and influence of the face-changing film and television content are fully exerted, and new creatives and possibilities are brought to each field.
The continuous optimization and development that the mode continuously carries out technology updating and content optimization can accurately adapt to the continuously changing market demand and technology development trend, continuously improves the audience experience and the system performance, and keeps the competitiveness and innovation of the audience experience and the system performance in the industry.
In summary, the interactive movie and television creation and audience customization mode utilizing the AI face-changing technology has the advantages of personalized experience, rich scene selection, high-quality face-changing effect, comprehensive effect preview, data safety management, wide application field, continuous optimization development and the like, brings brand new movie and television creation and interactive experience to the audience, provides new thought and opportunity for development of related industries, and has important social value and economic value.
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FIG. 1 is a schematic diagram of the overall system architecture of the present invention;
Fig. 2 is a schematic diagram of a system structure of each module in the AI face-changing technology system platform of the present invention.
Detailed Description
The present application will now be described in further detail with reference to the drawings and examples, wherein it is apparent that the examples described are only some, but not all, of the examples of the application. Embodiments of the application and features of the embodiments may be combined with each other without conflict. All other embodiments, based on the embodiments of the application, which would be apparent to one of ordinary skill in the art without inventive effort are within the scope of the application.
In addition, "a plurality of" means two or more. In addition, the technical solutions of the embodiments may be combined with each other, but it is necessary to base that the technical solutions can be realized by those skilled in the art, and when the technical solutions are contradictory or cannot be realized, the combination of the technical solutions should be considered to be absent and not within the scope of protection claimed by the invention.
Referring to fig. 1-2, an interactive movie creation and viewer customization mode using AI face-changing technology:
1. System construction
And constructing a network play resource library, namely widely collecting various network play contents, comprehensively and accurately extracting the image data information of the main actor in the network play by using an advanced and efficient data extraction technology, constructing a complete main actor image data set and properly storing the complete main actor image data set in the network play resource library. The resource library has powerful data management and classification functions so as to quickly retrieve and call related data.
The AI face-changing technology system platform is built by establishing a system platform with strong computing capacity and intelligent algorithm, wherein the platform comprises the following functional modules:
And the payment uploading module is used for enabling the audience to carry out payment operation through a safe and convenient payment channel, and after the payment is completed, the system can clearly prompt the audience to upload the personal photo according to the specified format, size and definition requirements. The system can carry out strict standard check on the uploaded photo, including whether the size, resolution and format of the photo meet the requirements, whether the content of the photo is clear and free of shielding, and the like, so as to ensure that the photo meets the standard of subsequent processing.
And the photo preprocessing module is used for carefully cutting photos uploaded by audiences by using a professional image analysis technology, removing redundant background parts, and adjusting the brightness, contrast, color and the like of the photos so as to enable the photos to be more matched with the network play image data on the basis of characteristics. In the pretreatment process, the images are also subjected to a certain degree of smoothing treatment so as to reduce noise points and flaws and improve the quality of subsequent face changing.
And the accurate face changing processing module adopts an advanced AI algorithm and a deep learning technology to carry out deep matching and face changing processing on the preprocessed audience photos and the online drama main figure data. In the matching process, the system comprehensively considers a plurality of factors such as facial feature proportion, contour characteristics, skin colors and the like, and realizes accurate matching and natural face changing effect through a large amount of data training and optimization. During face changing, dynamic adjustment can be performed according to different scenes so as to ensure the reality and coordination of face changing under different situations.
And the scene selection module is used for displaying various scenes of the network play for the audience in detail, including a scenario key scene, an emotion scene, an action scene and the like. Each scene is provided with detailed text description and video clip examples, so that the audience can fully know the characteristics and atmosphere of the scene. The critical scenario can clearly mark important nodes and plot turns of story development, the emotional scenario can highlight emotion communication and emotion change among people, and the action scenario can highlight drastic limb actions and tense atmosphere. The audience can select the specific scene of the face-changing application according to the preference and the intention of the audience.
And the effect preview and confirmation module provides a plurality of preview modes, such as panoramic preview, which enables the audience to observe the video effect after face change on the whole, and local close-up preview enables the audience to focus on the details of the face, such as expression, eye god and the like. Meanwhile, the device is provided with a plurality of interactive operation functions, such as pause, a viewer can stay at a specific picture to carefully observe the face changing effect, slow release, a viewer can more clearly observe detail change in the face changing process, and fast forward can enable the viewer to rapidly browse the whole face changing film and television content. Through the functions, the audience can comprehensively and carefully check the face-changing effect, and after satisfaction is confirmed, the system can generate final face-changing film and television content.
And the data storage and management module is used for carrying out safe storage and effective management on the video content after the face change of the audience by applying a high-safety encryption technology and a data backup mechanism. The encryption technology adopts an advanced encryption algorithm to ensure that data is not illegally acquired and tampered in the storage and transmission processes. The data backup mechanism can backup the data regularly, so that the data loss caused by hardware faults or other unexpected conditions is prevented. Meanwhile, the system can completely record related data information, including photos uploaded by the audience, selected scenes, video contents after face changing and the like, so that the audience can conveniently check, play back, share and the like at any time.
2. Implementation of the technique
The algorithm and the model in the AI face-changing technical system platform are subjected to long-time training and depth optimization of mass data so as to adapt to photos and main figures under different types, angles and illumination conditions, thereby being capable of stably realizing high-quality face-changing effects. Algorithms and models are continually updated and improved to accommodate new technological developments and user needs.
The scene selection module classifies and introduces various scenes in detail, wherein critical scenes of the scenario cover important nodes of story development, such as critical decision time, important conflict burst and the like, emotional scenes highlight emotion communication among people, such as love appearance, friend sublimation and the like, and action scenes highlight drastic limb actions and stress atmosphere, such as drastic fight, intense chase and the like. Through the comprehensive introduction, the audience can deeply understand the characteristics and the meaning of each scene, thereby better selecting the scene suitable for the audience.
The function of the effect preview and confirmation module comprises a panoramic preview mode, and the function of the effect preview and confirmation module can completely present the whole effect after face change, so that a viewer can feel as if the viewer is in a movie and television play, and the function of the local close-up preview mode can focus on the face details, such as subtle expression changes, eye vernix and the like, so that the viewer can more deeply observe the face change effect. Pause, slow-release, fast-forward, etc., so that the viewer can evaluate the face-changing effect from different angles and speeds, for example, by slowly-releasing to carefully check whether an unnatural place exists in the face-changing process, and by fast-forward to quickly browse the whole effect.
The security of the data storage and management module is that advanced security encryption technology and perfect data backup mechanism are strictly adopted, and confidentiality, integrity and usability of the uploaded photos and face-changing contents of the audience are practically ensured. Encryption technology covers a variety of encryption modes, forming a multi-layer protection. Meanwhile, the method is in firm compliance with relevant privacy regulations, protects the privacy of audiences, and has strict regulation and supervision mechanisms on the use and management of data.
3. Application field
The face-changing movie content generated by the mode has wide application fields, can be applied to education fields such as making teaching videos, enabling students to play historic characters or literature roles through face changing, enhancing learning interestingness and participation, can be used for making personalized short videos, MVs and the like in entertainment industry, providing unique entertainment experience for users, and can enable consumers to be easier to substitute into the situations of products or services by using face-changing technology in advertising propaganda, so that advertising effect and influence are improved.
4. Continuous optimization
The mode is capable of continuously carrying out technology updating and content optimization, and continuously improving the experience of audiences and the performance of the system. By paying close attention to market demands and technical development trends, adjustments and improvements are precisely made to adapt to changing environments. For example, face-changing algorithms are continuously optimized according to feedback and data analysis of users, the reality and naturalness of face changing are improved, scene selection modules are updated and expanded in time according to new network play resources and user requirements, fusion with other technologies such as virtual reality and augmented reality is enhanced, and richer and more immersive experience is brought to audiences.
The foregoing description of the preferred embodiments of the invention is not intended to be limiting, but rather is intended to cover all modifications, equivalents, alternatives, and improvements that fall within the spirit and scope of the invention.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof. The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Furthermore, it should be understood that although the present disclosure describes embodiments, not every embodiment is provided with a separate embodiment, and that this description is provided for clarity only, and that the disclosure is not limited to the embodiments described in detail below, and that the embodiments described in the examples may be combined as appropriate to form other embodiments that will be apparent to those skilled in the art.
Claims (7)
1. An interactive film creation and audience customization mode using AI face-changing technology is characterized in that the method comprises the following system and execution steps:
Constructing a network play resource library, storing various network play contents, and accurately extracting the image data information of the main actor therein to form a complete main actor image data set;
an AI face-changing technical system platform with strong operation capability and intelligent algorithm is built, and the platform covers the following functional modules:
the payment uploading module enables a spectator to complete payment operation through a safe payment channel, smoothly upload personal photos according to the requirements of a specified format, size and definition, and strictly standardize and detect the uploaded photos by the system;
the photo preprocessing module performs preprocessing such as cutting, adjusting and the like on photos uploaded by audiences by using a professional analysis technology so as to adapt to a subsequent face changing process and improve the accuracy and effect of face changing;
The accurate face changing processing module adopts advanced AI algorithm and deep learning technology to carry out accurate matching and face changing processing on the preprocessed audience photos and the online drama main show image data, so as to ensure perfect fit and natural transition of facial features, expressions, skin colors and the like;
the scene selection module is used for displaying various scenes of the network drama in detail for the audience, including scenario key scenes, emotion scenes, action scenes and the like, and the audience can autonomously select specific scenes of the face changing application;
The effect preview and confirmation module provides various preview modes, such as panoramic preview, local close-up preview and the like, is provided with various interactive operation functions, such as pause, slow release, fast forward and the like, and can comprehensively and carefully check the face-changing effect by a spectator, and generates final face-changing movie content after satisfaction confirmation;
And a data storage and management module is arranged, a high-safety encryption technology and a data backup mechanism are applied to safely store and effectively manage the video content after the face change of the audience, and meanwhile, related data information is completely recorded, so that the audience can conveniently check, play back, share and the like at any time.
2. The interactive movie authoring and audience customizing mode by utilizing the AI face-changing technology as set forth in claim 1, wherein the algorithm and model in the AI face-changing technology system platform are subjected to massive data training and depth optimization, and are mainly used for adapting to photos and main figures under different types, angles and illumination conditions, so that high-quality face-changing effects are stably realized.
3. The interactive movie authoring and audience customizing mode by utilizing the AI face-changing technology as set forth in claim 1, wherein the scene selection module classifies various scenes in detail and is matched with comprehensive introduction, wherein the key scenes of the storyline comprise important nodes for story development, the key scenes of the storyline highlight emotion communication among people, and the strong limb actions and tense atmosphere of action scenes, so that the multi-element experience requirement of the audience is met.
4. The interactive movie authoring and viewer customizing system of claim 1 wherein said effect preview and validation module comprises a panoramic preview and a partial close-up preview, wherein said panoramic preview mode is capable of fully presenting the overall effect of a changed face, said partial close-up preview mode is capable of focusing on the face details, and wherein said interactive pause, slow release, fast forward and other interactive functions allow the viewer to evaluate the face change effect from different angles and speeds.
5. The interactive movie authoring and viewer customization mode utilizing AI face-changing technology of claim 1 wherein said data storage and management module employs strictly advanced security encryption techniques and sophisticated data backup mechanisms to virtually ensure confidentiality, integrity and availability of the uploaded photos and face-changing content by the viewer while adhering to relevant privacy regulations and protecting the viewer's privacy.
6. The interactive movie and television creation and audience customization mode using the AI face-changing technique of claim 1-5, wherein the face-changing movie and television content generated by the mode can be widely applied to the specific fields of social media sharing, personal souvenir, creative creation and the like, and the value and influence of the face-changing movie and television content can be fully exerted.
7. The interactive movie authoring and viewer customizing mode by utilizing the AI face-changing technology as set forth in claim 1-5, wherein the mode is continuously updated and optimized in terms of content, thereby steadily improving viewer experience and system performance and accurately adapting to changing market demands and technological trends.
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