Classification method based on Siamese-like neural network for inter-species blood Raman Spectra similarity measure.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of biophotonics"
DOI: 10.1002/jbio.202200377
Abstract: Analysis of blood species is an extremely important part in customs inspection, forensic investigation, wildlife protection and other fields. In this study, a classification method based on Siamese-like neural network (SNN) for inter-species blood (22… read more here.
Keywords: method based; classification; based siamese; model ... See more keywords
Few-shot learning fault diagnosis of rolling bearings based on siamese network
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad57d9
Abstract: This paper focuses on the fault diagnosis problem in the scenario of scarce bearing samples, facing two main challenges: complex noise background and variations in operating conditions. While deep learning-based fault diagnosis methods have achieved… read more here.
Keywords: diagnosis; based siamese; learning fault; shot learning ... See more keywords
Stereo disparity estimation based on Siamese network
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad8253
Abstract: This paper proposes an approach for estimating stereo disparity based on a Siamese network. The existing Top-k disparity regression strategy may overlook the true disparity at object edges. To address this issue, an additional maximum… read more here.
Keywords: stereo disparity; based siamese; siamese network; disparity ... See more keywords
AISMSNet: Advanced Image Splicing Manipulation Identification Based on Siamese Networks
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14135545
Abstract: The exponential surge in specialized image editing software has intensified visual forgery, with splicing attacks emerging as a popular forgery technique. In this context, Siamese neural networks are a remarkable tool in pattern identification for… read more here.
Keywords: based siamese; siamese neural; image; identification ... See more keywords