43 citations · 94 across the 8 of their papers we have counts for
8 papers
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…
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…
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…
A Study of Few-Shot Audio Classification
Piper Wolters, Chris Careaga, Brian Hutchinson +1
Advances in deep learning have resulted in state-of-the-art performance for many audio classification tasks but, unlike humans, these systems traditionally require large amounts of…
Metric-Based Few-Shot Learning for Video Action Recognition
Chris Careaga, Brian Hutchinson, Nathan Hodas +1
In the few-shot scenario, a learner must effectively generalize to unseen classes given a small support set of labeled examples. While a relatively large amount of research has gon…