no code implementations • 6 Mar 2019 • Huitong Pan, Yushan Feng, Quan Chen, Craig Meyer, Xue Feng
Using PROMISE-12 data, we demonstrated the robustness of the two-stage model and showed high correlation of the proposed variable-input based uncertainty measures with GT-based performance.
no code implementations • 19 Nov 2018 • Yushan Feng, Huitong Pan, Craig Meyer, Xue Feng
Furthermore, we showed our network achieved the maximal possible performance when one sequence is unavailable during deployment by comparing with separate networks trained on the corresponding input MRI sequences.
2 code implementations • ICCV 2017 • Saihui Hou, Yushan Feng, Zilei Wang
While the existing datasets for FGVC are mainly focused on animal breeds or man-made objects with limited labelled data, VegFru is a larger dataset consisting of vegetables and fruits which are closely associated with the daily life of everyone.