Zobrazeno 1 - 10
of 2 356
pro vyhledávání: '"Capsule network"'
Publikováno v:
Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-16 (2024)
Abstract Capsule networks overcome the two drawbacks of convolutional neural networks: weak rotated object recognition and poor spatial discrimination. However, they still have encountered problems with complex images, including high computational co
Externí odkaz:
https://doaj.org/article/2505e07d61fc4156984424aa72b80f6a
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-19 (2024)
Abstract Background Bioactive peptides are important bioactive molecules composed of short-chain amino acids that play various crucial roles in the body, such as regulating physiological processes and promoting immune responses and antibacterial effe
Externí odkaz:
https://doaj.org/article/7a51180796ac4e68a040b35534c83087
Autor:
Han Mingjin
Publikováno v:
Demonstratio Mathematica, Vol 57, Iss 1, Pp 267-273 (2024)
The Guzheng, an ancient and widely cherished musical instrument in China, serves as a significant cultural heritage with its enchanting melodies. The advent of artificial intelligence offers a novel avenue for the automatic recognition of guzheng mus
Externí odkaz:
https://doaj.org/article/d3ca9de327234d36919ac09cea99da50
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract COVID-19 has resulted in a significant global impact on health, the economy, education, and daily life. The disease can range from mild to severe, with individuals over 65 or those with underlying medical conditions being more susceptible to
Externí odkaz:
https://doaj.org/article/a8e5ce584b7f4eb3b470364904613a83
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 1439-1465 (2024)
In this paper, we present Combined-CapsNet (C-CapsNet), a novel approach aimed at enhancing the performance and explainability of Capsule Neural Networks (CapsNets) in image classification tasks. Our method involves the integration of segmentation ma
Externí odkaz:
https://doaj.org/article/56da32592b344b08b5ba02d535ab3a1d
Autor:
Youming Wang, Lisha Chen
Publikováno v:
Complex & Intelligent Systems, Vol 10, Iss 5, Pp 6189-6212 (2024)
Abstract The Capsule Network (CapsNet) has been shown to have significant advantages in improving the accuracy of bearing fault identification. Nevertheless, the CapsNet faces challenges in identifying the type of bearing fault under nonstationary an
Externí odkaz:
https://doaj.org/article/9c4cfde0ac0a4ad9a6d4a6275c5b3683
Publikováno v:
Journal of Intelligent Systems, Vol 33, Iss 1, Pp 3893-6 (2024)
Audio–visual speech synthesis (AVSS) is a rapidly growing field in the paradigm of audio–visual learning, involving the conversion of one person’s speech into the audio–visual stream of another while preserving the speech content. AVSS compri
Externí odkaz:
https://doaj.org/article/4787a16a3159487ca804b0bbbadbd26d
Publikováno v:
Scientific African, Vol 25, Iss , Pp e02277- (2024)
Deep learning (DL) algorithms require massive amounts of data in diverse variations to attain close to human recognition accuracy. This enables them to perform well on unseen in-distribution viewpoints. However, critical areas such as health face a c
Externí odkaz:
https://doaj.org/article/5591f9767bba4e23ba7c094d7a6737f0
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Kiwifruit soft rot is highly contagious and causes serious economic loss. Therefore, early detection and elimination of soft rot are important for postharvest treatment and storage of kiwifruit. This study aims to accurately detect kiwifruit
Externí odkaz:
https://doaj.org/article/7524b1b608164189b7e77b598094cc9c
Publikováno v:
Heritage Science, Vol 12, Iss 1, Pp 1-14 (2024)
Abstract The image classification task of porcelain fragments is of great significance for the digital preservation of cultural heritage. However, common issues are encountered in the image processing of porcelain fragments, including the low computa
Externí odkaz:
https://doaj.org/article/51750bad4c58467cb38f20f506f8f0ef