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Xu Wei

3 accepted papers

2020

Deep Distance Transform for Tubular Structure Segmentation in CT Scans

CVPR 2020oral

Tubular structure segmentation in medical images, e.g., segmenting vessels in CT scans, serves as a vital step in the use of computers to aid in screening early stages of related diseases. But automatic tubular structure segmentation in CT scans is a challenging problem, due to issues such as poor c…

Cited by 139PDFScholar
2015

Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images

ICCV 2015poster

In this paper, we address the task of learning novel visual concepts, and their interactions with other concepts, from a few images with sentence descriptions. Using linguistic context and visual features, our method is able to efficiently hypothesize the semantic meaning of new words and add them t…

Cited by 195PDFScholar