Web: http://arxiv.org/abs/2202.11900

Sept. 20, 2022, 1:13 a.m. | Sara Mousavi, Zhenning Yang, Kelley Cross, Dawnie Steadman, Audris Mockus

cs.CV updates on arXiv.org arxiv.org

Semantic segmentation is a challenging computer vision task demanding a
significant amount of pixel-level annotated data. Producing such data is a
time-consuming and costly process, especially for domains with a scarcity of
experts, such as medicine or forensic anthropology. While numerous
semi-supervised approaches have been developed to make the most from the
limited labeled data and ample amount of unlabeled data, domain-specific
real-world datasets often have characteristics that both reduce the
effectiveness of off-the-shelf state-of-the-art methods and also provide
opportunities …

arxiv human images segmentation semantic semi-supervised

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