142 citations · 159 across the 3 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★ 142 cited
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…