2 code implementations • CVPR 2023 • Antyanta Bangunharcana, Ahmed Magd, Kyung-Soo Kim
Our novel update pipeline uses a deep equilibrium model framework to iteratively refine depth estimates and a hidden state of feature maps by computing local matching costs based on epipolar geometry.
no code implementations • 26 Feb 2022 • Pranjay Shyam, Antyanta Bangunharcana, Kuk-Jin Yoon, Kyung-Soo Kim
This framework allows us to achieve a domain generalized semantic segmentation algorithm with consistent performance without prior information of the target domain while relying on a single source.
1 code implementation • 12 Aug 2021 • Antyanta Bangunharcana, Jae Won Cho, Seokju Lee, In So Kweon, Kyung-Soo Kim, Soohyun Kim
Volumetric deep learning approach towards stereo matching aggregates a cost volume computed from input left and right images using 3D convolutions.
no code implementations • 2 Sep 2020 • Pranjay Shyam, Antyanta Bangunharcana, Kyung-Soo Kim
Poor image quality in low light images may result in a reduced number of feature matching between images.