View Translation: Geometry-Guided Latent Diffusion for Cross-View Image Synthesis on Ground Vehicles
View Translation, a geometry-guided latent diffusion framework that generates a target camera view from a source image, relative camera pose, and an available target-view depth prior, achieves competitive FID while improving LPIPS and PSNR over baseline approaches, supporting cross-view synthesis for ground vehicle per...