43 citations · 79 across the 11 of their papers we have counts for
12 papers
Recurrent Dynamic Range Extension
Sebastian Dille, Keru Fu, S. Mahdi H. Miangoleh +1
We present an approach to progressively extend the highlights of an image. Instead of reconstructing the full dynamic range of a complex scene directly, we learn a simpler task fir…
Physically Controllable Relighting of Photographs
Chris Careaga, Yağız 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, Yağız 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, Yağız 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, Yağız 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…
Intrinsic Harmonization for Illumination-Aware Compositing
Chris Careaga, S. Mahdi H. Miangoleh, Yağız Aksoy
Despite significant advancements in network-based image harmonization techniques, there still exists a domain disparity between typical training pairs and real-world composites enc…
Intrinsic Image Decomposition via Ordinal Shading
Chris Careaga, Yağız Aksoy
Intrinsic decomposition is a fundamental mid-level vision problem that plays a crucial role in various inverse rendering and computational photography pipelines. Generating highly…
Realistic Saliency Guided Image Enhancement
S. Mahdi H. Miangoleh, Zoya Bylinskii, Eric Kee +2
Common editing operations performed by professional photographers include the cleanup operations: de-emphasizing distracting elements and enhancing subjects. These edits are challe…
Computational Flash Photography through Intrinsics
Sepideh Sarajian Maralan, Chris Careaga, Yağız Aksoy
Flash is an essential tool as it often serves as the sole controllable light source in everyday photography. However, the use of flash is a binary decision at the time a photograph…
Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging
S. Mahdi H. Miangoleh, Sebastian Dille, Long Mai +2
Neural networks have shown great abilities in estimating depth from a single image. However, the inferred depth maps are well below one-megapixel resolution and often lack fine-gra…
Information-Flow Matting
Yağız Aksoy, Tunç Ozan Aydın, Marc Pollefeys
We present a novel, purely affinity-based natural image matting algorithm. Our method relies on carefully defined pixel-to-pixel connections that enable effective use of informatio…