Font generation based on least squares conditional generative adversarial nets
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5457-4
Abstract: With the rapid growth of multimedia information, the font library has become a part of people’s work life. Compared to the Western alphabet language, it is difficult to create new font due to huge quantity… read more here.
Keywords: generative adversarial; adversarial nets; font generation; based least ... See more keywords
Sequence generative adversarial nets with a conditional discriminator
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DOI: 10.1016/j.neucom.2020.10.108
Abstract: Abstract The success of Generative Adversarial Networks (GANs) in image generation attracts researchers to design sequence GANs in text generation. However, the discriminators of those sequence GANs usually provide only one signal per sequence, which… read more here.
Keywords: generative adversarial; adversarial nets; conditional discriminator; discriminator ... See more keywords
Synchronizing Detection and Removal of Smoke in Endoscopic Images With Cyclic Consistency Adversarial Nets.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2022.3204673
Abstract: Smoke removal is an important and meaningful issue for endoscopic surgery, which can enhance the visual quality of endoscopic images. Because it is practically impossible to construct a large training dataset of pair-matched endoscopic images… read more here.
Keywords: removal smoke; removal; adversarial nets; endoscopic images ... See more keywords
Memristor-Based Hyperchaotic Maps and Application in Auxiliary Classifier Generative Adversarial Nets
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3119387
Abstract: With the nonlinearity and plasticity, memristors are widely used as nonlinear devices for chaotic oscillations or as biological synapses for neuromorphic computations. But discrete memristors (DMs) and their coupling maps have not received much attention,… read more here.
Keywords: auxiliary classifier; generative adversarial; adversarial nets; memristor based ... See more keywords