Artificial Intelligence for Multimedia Signal Processing

Artificial Intelligence for Multimedia Signal Processing

Artificial intelligence technologies are also actively applied to broadcasting and multimedia processing technologies. A lot of research has been conducted in a wide variety of fields, such as content creation, transmission, and security, and these attempts have been made in the past two to three ye...

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Bibliographic Details
Other Authors: Kim, Byung-Gyu (Editor), Jun, Dongsan (Other)
Format: eBook
Language:Inglés
Published: Basel MDPI Books 2022
Subjects:
Technology: general issues
History of engineering & technology
human-height estimation
depth video
depth 3D conversion
artificial intelligence
convolutional neural networks
deep neural network
convolutional neural network
environmental sound recognition
feature combination
multimodal joint representation
content curation social networks
different recommend tasks
content based recommend systems
scene/place classification
semantic segmentation
deep learning
weighting matrix
speech enhancement
generative adversarial network
relativistic GAN
lightweight neural network
single image super-resolution
image enhancement
image restoration
residual dense networks
visual sentiment analysis
sentiment classification
graph convolutional networks
generative adversarial networks
traffic surveillance image processing
image de-raining
fluency evaluation
speech recognition
data augmentation
variational autoencoder
speech conversion
heartbeat classification
convolutional neural network (CNN)
canonical correlation analysis (CCA)
Indian Sign Language (ISL)
natural language processing
avatar
sign movement
context-free grammar
object detection
logical story unit detection (LSU)
object re-ID
computer vision
image processing
single image artifacts reduction
dense networks
residual networks
channel attention networks
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009683479106719
Description
Summary:Artificial intelligence technologies are also actively applied to broadcasting and multimedia processing technologies. A lot of research has been conducted in a wide variety of fields, such as content creation, transmission, and security, and these attempts have been made in the past two to three years to improve image, video, speech, and other data compression efficiency in areas related to MPEG media processing technology. Additionally, technologies such as media creation, processing, editing, and creating scenarios are very important areas of research in multimedia processing and engineering. This book contains a collection of some topics broadly across advanced computational intelligence algorithms and technologies for emerging multimedia signal processing as: Computer vision field, speech/sound/text processing, and content analysis/information mining.
Physical Description:1 electronic resource (212 p.)
Access:Open access

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