ChatCam: Empowering Camera Control through Conversational AI
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Abstract (arXiv)
Cinematographers adeptly capture the essence of the world, crafting compelling visual narratives through intricate camera movements. Witnessing the strides made by large language models in perceiving and interacting with the 3D world, this study explores their capability to control cameras with human language guidance. We introduce ChatCam, a system that navigates camera movements through conversations with users, mimicking a professional cinematographer's workflow. To achieve this, we propose CineGPT, a GPT-based autoregressive model for text-conditioned camera trajectory generation. We also develop an Anchor Determinator to ensure precise camera trajectory placement. ChatCam understands user requests and employs our proposed tools to generate trajectories, which can be used to render high-quality video footage on radiance field representations. Our experiments, including comparisons to state-of-the-art approaches and user studies, demonstrate our approach's ability to interpret and execute complex instructions for camera operation, showing promising applications in real-world production settings.
Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). Builds on 80 of its 90 references that are in the map. First posted on arXiv 25 Sep 2024.
Builds on
80 of 90 references.
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Citing papers per year: 2024: 1; 2025: 7; 2026: 7.
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- 2025Agentic Aerial Cinematography: From Dialogue Cues to Cinematic Trajectoriescited by 2
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- 2025Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Artcited by 0
- 2026PhotoFlow: Agentic 3D Virtual Photography Missionscited by 0
- 2026CinemaTraj: Composing Atomic Camera Trajectories for 3D Scenes with LLM Agents29 Jul 2026
- 2026PhotoFlow: Agentic 3D Virtual Photography Missions22 May 2026
- 2025Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art20 Nov 2025
- 2025Agentic Aerial Cinematography: From Dialogue Cues to Cinematic Trajectories19 Sep 2025
- 2025WorldCraft: Photo-Realistic 3D World Creation and Customization via LLM Agents21 Feb 2025
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- 2025MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agentcited by 11
- 2025LensCraft: Your Professional Virtual Cinematographercited by 2
- 2026Mind-of-Director: Multi-modal Agent-Driven Film Previsualization via Collaborative Decision-Makingcited by 2
- 2026StateFlow: Building, Evolving, and Accessing 3D World States for Previsualizationcited by 1
- 2025VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videoscited by 0
- 2026Before the Shutter: Aesthetic and Actionable Portrait Photography Planning in 3D Scenescited by 0
- 2026CapFrame: Text-Instructed Viewpoint Grounding in 3D Gaussian Scenes via Geometric Pseudo Labelscited by 0
- 2026CapFrame: Text-Instructed Viewpoint Grounding in 3D Gaussian Scenes via Geometric Pseudo Labels31 Aug 2026
- 2026StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization12 Aug 2026
- 2026Before the Shutter: Aesthetic and Actionable Portrait Photography Planning in 3D Scenes28 May 2026
- 2026Mind-of-Director: Multi-modal Agent-Driven Film Previsualization via Collaborative Decision-Making16 Mar 2026
- 2025VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videos28 Oct 2025
- 2025LensCraft: Your Professional Virtual Cinematographer1 Jun 2025
- 2025Towards Understanding Camera Motions in Any Video21 Apr 2025
- 2025MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent5 Feb 2025