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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…
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…
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…