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创意影像生产中的可控视频生成技术路径及应用研究OA

Research towards the technical path and application of controllable video gen-eration in creative image production

中文摘要英文摘要

本文围绕创意影像生产中的可控生成问题,系统梳理了风格迁移引导生成、关键帧引导生成与相机运动引导生成3类技术路径的发展现状.文章结合创意影像案例,分析上述技术路径在艺术风格塑造、复杂过渡构建与叙事镜头调度中的具体应用方式,并指出当下仍存在多模态约束融合困难、三维一致性不足及长时序控制受限等问题.研究认为,可控视频生成正逐步成为连接生成式技术与电影语言的关键桥梁,将为未来数字影像的美学探索与创作生产流程带来新的可能性.

Focusing on the controllable generation issue in creative image production,this paper systematically reviews the development status of three technical paths:style-transfer-guided generation,key-frame-guided generation,and camera-motion-guided generation.Based on creative imagery case study,this paper analyzes the specific applications of these technical paths in artistic style shaping,complex transition construction,and narrative shots scheduling,and indicates that there are still problems such as difficulties in multimodal constraint fusion,insufficient 3D consistency,and limitations in long-term temporal control.According to the research,controllable video generation is gradually becoming the main bridge between generative technology and film language,which will bring new possibilities for the aesthetic exploration and cre-ation process of digital images in the future.

贾云鹏;黄慧

北京邮电大学数字媒体与设计艺术学院,北京 100876北京邮电大学数字媒体与设计艺术学院,北京 100876

社会科学

可控视频生成创意影像生产生成式人工智能(GAI)扩散模型

Controllable Video GenerationCreative Image ProductionGenerative Artificial Intelligence(GAI)Diffusion Model

《现代电影技术》 2026 (4)

4-10,7

北京市宣传文化高层次人才培养资助项目"AIGC影像创意工作室"(京宣传文化人才24-1).

10.3969/j.issn.1673-3215.2026.04.001

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