5 papers
Physically Controllable Relighting of Photographs
Chris Careaga, YaÄız Aksoy
We present a self-supervised approach to in-the-wild image relighting that enables fully controllable, physically based illumination editing. We achieve this by combining the physi…
Intrinsic Single-Image HDR Reconstruction
Sebastian Dille, Chris Careaga, YaÄız Aksoy
The low dynamic range (LDR) of common cameras fails to capture the rich contrast in natural scenes, resulting in loss of color and details in saturated pixels. Reconstructing the h…
Colorful Diffuse Intrinsic Image Decomposition in the Wild
Chris Careaga, YaÄız Aksoy
Intrinsic image decomposition aims to separate the surface reflectance and the effects from the illumination given a single photograph. Due to the complexity of the problem, most p…
A Bottom-Up Approach to Class-Agnostic Image Segmentation
Sebastian Dille, Ari Blondal, Sylvain Paris +1
Class-agnostic image segmentation is a crucial component in automating image editing workflows, especially in contexts where object selection traditionally involves interactive too…
Scale-Invariant Monocular Depth Estimation via SSI Depth
S. Mahdi H. Miangoleh, Mahesh Reddy, YaÄız Aksoy
Existing methods for scale-invariant monocular depth estimation (SI MDE) often struggle due to the complexity of the task, and limited and non-diverse datasets, hindering generaliz…