5 days ago · We present a novel approach designed to address the complexities posed by challenging, out-of-distribution data in the single-image depth estimation task. 37.

6 days ago · Specifically, BetterDepth is a conditional diffusion-based refiner that takes the prediction from pre-trained MDE models as depth conditioning, in which the ...

6 days ago · Monocular Depth Estimation is the task of estimating the depth value (distance relative to the camera) of each pixel given a single (monocular) RGB image.

6 days ago · Compared with the latest models built on Stable Diffusion, our models are significantly more efficient (more than 10x faster) and more accurate. We offer models ...

6 days ago · ... monocular depth predictors and video-diffusion models. Monocular depth enables us to condition our model on warped reference images for the target views ...

6 days ago · Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model ... BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation.

5 days ago · Unveiling BetterDepth — a plug-and-play diffusion-based refiner for zero-shot monocular depth estimation, compatible with many established depth prediction ...

4 days ago · A novel deep network for estimating depth maps from a light field image that generates an attention map indicating the importance of each view and its potential ...

5 hours ago · Author(s): Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi The paper titled "Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions ...