Search Results for author: Yushan Feng

Found 3 papers, 1 papers with code

Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure

no code implementations6 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.

Data Augmentation Segmentation

A Self-Adaptive Network For Multiple Sclerosis Lesion Segmentation From Multi-Contrast MRI With Various Imaging Protocols

no code implementations19 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.

Lesion Segmentation Segmentation

VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization

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.

Fine-Grained Visual Categorization Management

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