Maximum a Posteriori Decoding for KMV-Cast Pseudo-Analog Video Transmission
Sign Up to like & getrecommendations! Published in 2018 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-017-0949-z
Abstract: The existing noise in video/image will not only reduce visual quality, but also will adversely affect the subsequent processing as compression, encoding, transmission and storage. Hence, the denoising technology for video/image is significant in the… read more here.
Keywords: video; decoding kmv; transmission; video image ... See more keywords
High-Resolution Nanoparticle Sizing with Maximum A Posteriori Nanoparticle Tracking Analysis.
Sign Up to like & getrecommendations! Published in 2019 at "ACS nano"
DOI: 10.1021/acsnano.8b07215
Abstract: The rapid and efficient characterization of polydisperse nanoparticle dispersions remains a challenge within nanotechnology and biopharmaceuticals. Current methods for particle sizing, such as dynamic light scattering, analytical ultracentrifugation, and field-flow fractionation, can suffer from a… read more here.
Keywords: posteriori nanoparticle; tracking analysis; nanoparticle; maximum posteriori ... See more keywords
Development of Terahertz Imaging Markers for Pancreatic Ductal Adenocarcinoma using Maximum A Posteriori Probability (MAP) Estimation
Sign Up to like & getrecommendations! Published in 2023 at "ACS Omega"
DOI: 10.1021/acsomega.2c07080
Abstract: Pancreatic ductal adenocarcinoma (PDAC) is one of the significant reasons for cancer-related death in the United States due to a lack of timely prognosis and the poor efficacy of the standard treatment protocol. Immunotherapy-based neoadjuvant… read more here.
Keywords: thz tds; maximum posteriori; posteriori probability; ductal adenocarcinoma ... See more keywords
Γ -convergence of Onsager–Machlup functionals: I. With applications to maximum a posteriori estimation in Bayesian inverse problems
Sign Up to like & getrecommendations! Published in 2021 at "Inverse Problems"
DOI: 10.1088/1361-6420/ac3f81
Abstract: The Bayesian solution to a statistical inverse problem can be summarised by a mode of the posterior distribution, i.e. a maximum a posteriori (MAP) estimator. The MAP estimator essentially coincides with the (regularised) variational solution… read more here.
Keywords: onsager machlup; bayesian inverse; problem; maximum posteriori ... See more keywords
Maximum a posteriori estimators in ℓp are well-defined for diagonal Gaussian priors
Sign Up to like & getrecommendations! Published in 2022 at "Inverse Problems"
DOI: 10.1088/1361-6420/acce60
Abstract: We prove that maximum a posteriori estimators are well-defined for diagonal Gaussian priors µ on ℓp under common assumptions on the potential Φ. Further, we show connections to the Onsager–Machlup functional and provide a corrected… read more here.
Keywords: well defined; estimators well; maximum posteriori; defined diagonal ... See more keywords
Maximum a Posteriori Probability (MAP) Joint Fine Frequency Offset and Channel Estimation for MIMO Systems With Channels of Arbitrary Correlation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2021.3096898
Abstract: Carrier frequency offset (CFO) and channel estimation is a classic topic with a large body of prior work using the maximum likelihood (ML) approach together with the Cramér-Rao lower bound (CRLB) analysis. We give the… read more here.
Keywords: maximum posteriori; channel estimation; frequency offset; estimation ... See more keywords
Serial Maximum a Posteriori Detection of Two-Dimensional Generalized Partial Response Target for Holographic Data Storage Systems
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13095247
Abstract: Holographic data storage (HDS) is an emerging technology that promises to revolutionize digital data storage and access. Unlike traditional storage media such as hard drives and flash memory, HDS uses light to write and read… read more here.
Keywords: two dimensional; data storage; maximum posteriori; holographic data ... See more keywords