Search Results for author: Yung-Chen Sun

Found 3 papers, 0 papers with code

Iterative, Deep Synthetic Aperture Sonar Image Segmentation

no code implementations28 Mar 2022 Yung-Chen Sun, Isaac D. Gerg, Vishal Monga

IDUS is an unsupervised learning framework that can be divided into four main steps: 1) A deep network estimates class assignments.

Image Segmentation Segmentation +2

Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation

no code implementations30 Jul 2021 Yung-Chen Sun, Isaac D. Gerg, Vishal Monga

Our results show that the performance of our proposed method is considerably better than current state-of-the-art methods in SAS image segmentation.

Image Segmentation Segmentation +2

Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks

no code implementations21 Apr 2021 Amirsaeed Yazdani, Yung-Chen Sun, Nicholas B. Stephens, Timothy Ryan, Vishal Monga

It is common in anthropology and paleontology to address questions about extant and extinct species through the quantification of osteological features observable in micro-computed tomographic (micro-CT) scans.

Image Segmentation Segmentation +1

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