Zobrazeno 1 - 10
of 71
pro vyhledávání: '"Aksoy, Yagiz"'
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 high dynamic range (HDR) of luminance present in the scene from single
Externí odkaz:
http://arxiv.org/abs/2409.13803
Autor:
Careaga, Chris, Aksoy, Yağız
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 prior works assume a single-color illumination and a Lambertian world,
Externí odkaz:
http://arxiv.org/abs/2409.13690
Class-agnostic image segmentation is a crucial component in automating image editing workflows, especially in contexts where object selection traditionally involves interactive tools. Existing methods in the literature often adhere to top-down formul
Externí odkaz:
http://arxiv.org/abs/2409.13687
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 generalizability in real-world scenarios. This is while shift-and-scale-invaria
Externí odkaz:
http://arxiv.org/abs/2406.09374
Despite significant advancements in network-based image harmonization techniques, there still exists a domain disparity between typical training pairs and real-world composites encountered during inference. Most existing methods are trained to revers
Externí odkaz:
http://arxiv.org/abs/2312.03698
Autor:
Careaga, Chris, Aksoy, Yağız
Intrinsic decomposition is a fundamental mid-level vision problem that plays a crucial role in various inverse rendering and computational photography pipelines. Generating highly accurate intrinsic decompositions is an inherently under-constrained t
Externí odkaz:
http://arxiv.org/abs/2311.12792
Publikováno v:
Proc. CVPR (2023)
Common editing operations performed by professional photographers include the cleanup operations: de-emphasizing distracting elements and enhancing subjects. These edits are challenging, requiring a delicate balance between manipulating the viewer's
Externí odkaz:
http://arxiv.org/abs/2306.06092
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 is captured with limited control over its characteristics such as str
Externí odkaz:
http://arxiv.org/abs/2306.06089
Publikováno v:
Proc. CVPR (2021)
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-grained details, which limits their practicality. Our method builds on ou
Externí odkaz:
http://arxiv.org/abs/2105.14021
Autor:
Aksoy, Yagiz Alp1,2,3 (AUTHOR) yagiz.aksoy@health.nsw.gov.au, Cole, Alexander J4 (AUTHOR) a.cole@centenary.org.au, Deng, Wei5 (AUTHOR) wei.deng@uts.edu.au, Hesselson, Daniel4 (AUTHOR) d.hesselson@centenary.org.au
Publikováno v:
Cells (2073-4409). Mar2024, Vol. 13 Issue 5, p372. 17p.