{"title":"动画中的人工智能演变:平衡技术与艺术完整性","authors":"Prerana V","doi":"10.55041/ijsrem36792","DOIUrl":null,"url":null,"abstract":"This paper, titled \"Navigating the Frontier: Benefits and Limitations of AI in Animation,\" explains the transformative role of artificial intelligence (AI) within the animation industry and also shows how it began. Beginning with a synoptic overview of the evolution of animation technology, the paper unfolds the journey from early hand-drawn animations to contemporary techniques such as computer-generated imagery (CGI) and motion capture and many more. The discussion then shifts to the advantages of AI in animation. Key benefits include enhanced efficiency through automation, increased realism via AI-driven simulations, and cost reductions from optimized production workflows. AI also aids in fostering creativity, ensuring consistency, and maintaining high quality in animation projects. On the flip side, the paper addresses several limitations associated with AI in animation. These include the high initial investment required for AI implementation, the dependence on high-quality data, and potential constraints on artistic control. Ethical concerns such as copyright issues and job displacement are also explored, alongside the challenges of integrating AI tools into established workflows and the current limitations of AI algorithms in capturing subtle human expressions. Using case studies and real-world examples, the paper illustrates both successful applications of AI in animation and the associated challenges. It concludes with a discussion on future prospects for AI in animation, offering recommendations for studios on how to balance technological advancements with maintaining artistic integrity. KEYWORDS Artificial Intelligence (AI), Animation Technology, AI in Animation, Computer-Generated Imagery (CGI), Motion Capture, Automation in Animation, Realism in Animation, AI-Driven Simulations, Animation Efficiency, Creative Assistance, Cost Reduction in Animation, Ethical Considerations in AI, AI Integration.","PeriodicalId":504501,"journal":{"name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","volume":"46 12","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The AI Evolution in Animation: Balancing Technology and Artistic Integrity\",\"authors\":\"Prerana V\",\"doi\":\"10.55041/ijsrem36792\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper, titled \\\"Navigating the Frontier: Benefits and Limitations of AI in Animation,\\\" explains the transformative role of artificial intelligence (AI) within the animation industry and also shows how it began. Beginning with a synoptic overview of the evolution of animation technology, the paper unfolds the journey from early hand-drawn animations to contemporary techniques such as computer-generated imagery (CGI) and motion capture and many more. The discussion then shifts to the advantages of AI in animation. Key benefits include enhanced efficiency through automation, increased realism via AI-driven simulations, and cost reductions from optimized production workflows. AI also aids in fostering creativity, ensuring consistency, and maintaining high quality in animation projects. On the flip side, the paper addresses several limitations associated with AI in animation. These include the high initial investment required for AI implementation, the dependence on high-quality data, and potential constraints on artistic control. Ethical concerns such as copyright issues and job displacement are also explored, alongside the challenges of integrating AI tools into established workflows and the current limitations of AI algorithms in capturing subtle human expressions. Using case studies and real-world examples, the paper illustrates both successful applications of AI in animation and the associated challenges. It concludes with a discussion on future prospects for AI in animation, offering recommendations for studios on how to balance technological advancements with maintaining artistic integrity. 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The AI Evolution in Animation: Balancing Technology and Artistic Integrity
This paper, titled "Navigating the Frontier: Benefits and Limitations of AI in Animation," explains the transformative role of artificial intelligence (AI) within the animation industry and also shows how it began. Beginning with a synoptic overview of the evolution of animation technology, the paper unfolds the journey from early hand-drawn animations to contemporary techniques such as computer-generated imagery (CGI) and motion capture and many more. The discussion then shifts to the advantages of AI in animation. Key benefits include enhanced efficiency through automation, increased realism via AI-driven simulations, and cost reductions from optimized production workflows. AI also aids in fostering creativity, ensuring consistency, and maintaining high quality in animation projects. On the flip side, the paper addresses several limitations associated with AI in animation. These include the high initial investment required for AI implementation, the dependence on high-quality data, and potential constraints on artistic control. Ethical concerns such as copyright issues and job displacement are also explored, alongside the challenges of integrating AI tools into established workflows and the current limitations of AI algorithms in capturing subtle human expressions. Using case studies and real-world examples, the paper illustrates both successful applications of AI in animation and the associated challenges. It concludes with a discussion on future prospects for AI in animation, offering recommendations for studios on how to balance technological advancements with maintaining artistic integrity. KEYWORDS Artificial Intelligence (AI), Animation Technology, AI in Animation, Computer-Generated Imagery (CGI), Motion Capture, Automation in Animation, Realism in Animation, AI-Driven Simulations, Animation Efficiency, Creative Assistance, Cost Reduction in Animation, Ethical Considerations in AI, AI Integration.