Integrating radial distortion into the perspective rendering pipeline
Incorporate radial distortion effects into the perspective image generation pipeline used to construct the Puffin‑4M dataset by introducing an additional distortion parameter vector into the camera model rather than assuming an ideal pinhole camera.
References
While our current setup assumes an ideal pinhole model, incorporating radial distortion effects via an additional distortion parameter $\mathbf{k}$ is left as future work.
— Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
(2510.08673 - Liao et al., 9 Oct 2025) in Section 5 (Dataset Construction), Perspective Image Generation