12 citations · 17 across the 2 of their papers we have counts for
3 papers
cs.CV2021★ 5 cited
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation
Youngmin Oh, Beomjun Kim, Bumsub Ham
We address the problem of weakly-supervised semantic segmentation (WSSS) using bounding box annotations. Although object bounding boxes are good indicators to segment corresponding…
cs.CV2019
Deformable Kernel Networks for Joint Image Filtering
Beomjun Kim, Jean Ponce, Bumsub Ham
Joint image filters are used to transfer structural details from a guidance picture used as a prior to a target image, in tasks such as enhancing spatial resolution and suppressing…
cs.CV2019★ 12 cited
Deformable kernel networks for guided depth map upsampling
Beomjun Kim, Jean Ponce, Bumsub Ham
We address the problem of upsampling a low-resolution (LR) depth map using a registered high-resolution (HR) color image of the same scene. Previous methods based on convolutional…