User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3201437
Abstract: Image segmentation is a challenging and essential task in remote sensing. Deep neural networks (DNNs) have successfully segmented images from different domains, but the models usually require time-consuming and expensive pixel-level data annotation. In this… read more here.
Keywords: neural networks; guided data; deep neural; data expansion ... See more keywords
User-Guided Deep Human Image Matting Using Arbitrary Trimaps
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3150295
Abstract: Image matting is widely studied for accurate foreground extraction. Most algorithms, including deep-learning based solutions, require a carefully edited trimap. Recent works attempt to combine the segmentation stage and matting stage in one CNN model,… read more here.
Keywords: guided deep; user guided; image matting; model ... See more keywords