3 papers
cs.CV2026
DepthFocus: Controllable Depth Estimation for See-Through Scenes
Junhong Min, Jimin Kim, Minwook Kim +3
Depth in the real world is rarely singular. Transmissive materials create layered ambiguities that confound conventional perception systems. Existing models remain passive; convent…
cs.CV2025
{S\textsuperscript{2}M\textsuperscript{2}}: Scalable Stereo Matching Model for Reliable Depth Estimation
Junhong Min, Youngpil Jeon, Jimin Kim +1
The pursuit of a generalizable stereo matching model, capable of performing well across varying resolutions and disparity ranges without dataset-specific fine-tuning, has revealed…
cs.CV2025
IAM: Enhancing RGB-D Instance Segmentation with New Benchmarks
Aecheon Jung, Soyun Choi, Junhong Min +1
Image segmentation is a vital task for providing human assistance and enhancing autonomy in our daily lives. In particular, RGB-D segmentation-leveraging both visual and depth cues…