On the complex domain deep machine learning for face recognition
Sign Up to like & getrecommendations! Published in 2017 at "Applied Intelligence"
DOI: 10.1007/s10489-017-0902-7
Abstract: Biometric based verification and recognition has become the center of attention for many significant applications for security conscious societies, as it is believed that biometrics can provide accurate and reliable identification. The face biometrics are… read more here.
Keywords: machine; complex domain; recognition; domain ... See more keywords
Group tracking algorithm for split maneuvering based on complex domain topological descriptions
Sign Up to like & getrecommendations! Published in 2017 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2017.11.006
Abstract: Abstract A group tracking algorithm for split maneuvering based on complex domain topological descriptions is proposed for the tracking of members in a maneuvering group. According to the split characteristics of a group target, split… read more here.
Keywords: complex domain; group; split; domain topological ... See more keywords
Complex Kernel Risk-Sensitive Loss: Application to Robust Adaptive Filtering in Complex Domain
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2875141
Abstract: Recently, the maximum complex correntropy criterion (MCCC) algorithm has shown its superiority for adaptive filter in complex domain. Compared with the traditional mean square error (MSE) criterion-based algorithms, MCCC uses complex correntropy as similarity measure,… read more here.
Keywords: complex domain; risk sensitive; kernel risk; complex kernel ... See more keywords
Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2021.3076374
Abstract: To date, mainstream target speech separation (TSS) approaches are formulated to estimate the complex ratio mask (cRM) of target speech in time-frequency domain under supervised deep learning framework. However, the existing methods are designed in… read more here.
Keywords: complex domain; target; multi channel; speech separation ... See more keywords
Phase Recovery With Deep Complex-Domain Priors
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3160927
Abstract: Phase recovery (PR) of a signal from its amplitude measurements is one challenging task in signal processing. The key is suppressing the noise while rectifying the phase of the signal during the inversion process. This… read more here.
Keywords: recovery deep; complex domain; deep complex; phase recovery ... See more keywords
Cascaded Complex U-net Model to Solve Inverse Scattering Problems with Phaseless-Data in the Complex Domain
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Antennas and Propagation"
DOI: 10.1109/tap.2021.3102032
Abstract: The phaseless-data inverse scattering problems (PD-ISPs) are non-trivial due to their serious non-linearity and ill-posed nature. The conventional methods for PD-ISPs can be categorized into single-step methods and two-step methods, where the first ones directly… read more here.
Keywords: complex domain; solve; step; inverse scattering ... See more keywords
A Double Lock-in Amplifier Circuit for Complex Domain Signal Detection of Particles in Oil
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3130926
Abstract: The detection of metal particles in oil is of great significance to the fault diagnosis of mechanical equipment. Real domain detection methods cannot simultaneously identify the sizes and materials of particles. Because a metal particle… read more here.
Keywords: complex domain; particles oil; detection; domain signal ... See more keywords
Phase retrieval via nonlocal complex-domain sparsity.
Sign Up to like & getrecommendations! Published in 2023 at "Optics letters"
DOI: 10.1364/ol.481953
Abstract: Phase retrieval is indispensable for a number of coherent imaging systems. Owing to limited exposure, it is a challenge for traditional phase retrieval algorithms to reconstruct fine details in the presence of noise. In this… read more here.
Keywords: complex domain; sparsity; phase retrieval; phase ... See more keywords