Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis

no code implementations • 27 Sep 2022 • Yee-Yang Tee, Deruo Cheng, Chye-Soon Chee, Tong Lin, Yiqiong Shi, Bah-Hwee Gwee

To address the domain shift problem, we propose Histogram-gated Image Translation (HGIT), an unsupervised domain adaptation framework which transforms images from a given source dataset to the domain of a target dataset, and utilize the transformed images for training a segmentation network.

Generative Adversarial Network Segmentation +2