Search Results for author: Kelley Cross

Found 2 papers, 1 papers with code

Pseudo Pixel-level Labeling for Images with Evolving Content

no code implementations20 May 2021 Sara Mousavi, Zhenning Yang, Kelley Cross, Dawnie Steadman, Audris Mockus

Annotating images for semantic segmentation requires intense manual labor and is a time-consuming and expensive task especially for domains with a scarcity of experts, such as Forensic Anthropology.

Pseudo Label Segmentation +1

SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition Images

1 code implementation24 Feb 2022 Sara Mousavi, Zhenning Yang, Kelley Cross, Dawnie Steadman, Audris Mockus

We evaluate our method on a large dataset of human decomposition images and find that our method, while conceptually simple, outperforms state-of-the-art consistency and pseudo-labeling-based methods for the segmentation of this dataset.

Segmentation Semi-Supervised Semantic Segmentation

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