CineMobile is a proposed framework designed to enable efficient on-device image-to-video generation with cinematic camera motions, such as dolly zoom and bullet time. While Diffusion Transformers (DiTs) offer high performance, their large parameter counts and iterative denoising processes create significant computational overhead for mobile hardware. CineMobile aims to bridge this gap by optimizing the generation process for mobile environments.