Application and Theory of Multimedia Signal Processing Using Machine Learning or Advanced Methods

Application and Theory of Multimedia Signal Processing Using Machine Learning or Advanced Methods

This Special Issue is a book composed by collecting documents published through peer review on the research of various advanced technologies related to applications and theories of signal processing for multimedia systems using ML or advanced methods. Multimedia signals include image, video, audio,...

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Detalles Bibliográficos
Otros Autores: Kim, Cheonshik (Editor )
Formato: Libro electrónico
Idioma:Inglés
Publicado: MDPI - Multidisciplinary Digital Publishing Institute 2022
Materias:
Technology: general issues
History of engineering & technology
data hiding
AMBTC
BTC
Hamming code
LSB
predicate encryption
inner product encryption
constant-size private key
efficient decryption
constant pairing computations
watermarking
self-embedding
digital signature
fragile watermarking
constrained backtracking matching pursuit
sparse reconstruction
compressed sensing
greedy pursuit algorithm
image processing
visual surveillance
deep learning
object detection
latency optimization
mobile edge cloud
connected autonomous cars
smart city
video surveillance
physical layer security
secure transmission
secrecy capacity
secrecy capacity optimization artificial noise
power allocation
channel estimation error
neural network
transfer learning
scalograms
MFCC
Log-mel
pre-trained models
seismic patch classification
CNN-features
data complexity
handwritten text recognition
Residual Network
Transformer model
named entity recognition
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009689924106719
Descripción
Sumario:This Special Issue is a book composed by collecting documents published through peer review on the research of various advanced technologies related to applications and theories of signal processing for multimedia systems using ML or advanced methods. Multimedia signals include image, video, audio, character recognition and optimization of communication channels for networks. The specific contents included in this book are data hiding, encryption, object detection, image classification, and character recognition. Academics and colleagues who are interested in these topics will find it interesting to read.
Descripción Física:1 electronic resource (196 p.)
ISBN:9783036553948
Acceso:Open access

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