Articles with "unsupervised image" as a keyword



Unsupervised image co-segmentation via guidance of simple images

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Published in 2018 at "Neurocomputing"

DOI: 10.1016/j.neucom.2017.10.002

Abstract: Abstract This paper proposes a novel image co-segmentation method, which aims to segment the common objects in a group of images. The proposed method takes advantages of the reliability of simple images and successfully improves… read more here.

Keywords: simple images; segmentation; image segmentation; guidance ... See more keywords

Prediction of electrode microstructure evolutions with physically constrained unsupervised image-to-image translation networks

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Published in 2024 at "npj Computational Materials"

DOI: 10.1038/s41524-024-01228-3

Abstract: Microstructure of electrodes determines the performance of electrochemical devices such as fuel cells and batteries. The efficiency and economic feasibility of these technologies depend on the stability of the microstructures throughout their lifetime. Although modeling… read more here.

Keywords: physically constrained; image; unsupervised image; image image ... See more keywords

Self-Supervised Auxiliary Domain Alignment for Unsupervised 2D Image-Based 3D Shape Retrieval

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Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"

DOI: 10.1109/tcsvt.2022.3191761

Abstract: Unsupervised 2D image-based 3D shape retrieval aims to match the similar 3D unlabeled shapes when given a 2D labeled sample. Although a lot of methods have made a certain degree of progress, the performance of… read more here.

Keywords: unsupervised image; domain alignment; domain; target ... See more keywords

Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation

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Published in 2022 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2022.3144886

Abstract: Unsupervised image-to-image translation aims to learn the mapping from an input image in a source domain to an output image in a target domain without paired training dataset. Recently, remarkable progress has been made in… read more here.

Keywords: unsupervised image; image translation; image image; generator ... See more keywords