Author: Publisher:
ISBN:
Category : Signal processing
Languages : en
Pages : 92
Book Description
Trends & Perspectives in Signal Processing
Author: A Signal Processing Perspective of Financial Engineering
Author: Yiyong FengPublisher: Now Publishers
ISBN: 9781680831184
Category : Technology & Engineering
Languages : en
Pages : 256
Book Description
A Signal Processing Perspective of Financial Engineering provides straightforward and systematic access to financial engineering for researchers in signal processing and communications
Modern Signal Processing
Author: Thomas KailathPublisher: CRC Press
ISBN: 9780891164531
Category : Science
Languages : en
Pages : 468
Book Description
Recent Trends in Image and Signal Processing in Computer Vision
Author: Shruti JainPublisher: Springer Nature
ISBN: 9811527407
Category : Technology & Engineering
Languages : en
Pages : 293
Book Description
This book highlights recent advances and emerging technologies that utilize computational intelligence in signal processing, computing, imaging science, artificial intelligence, and their applications. It covers all branches of artificial intelligence and machine learning that are based on computation at some level, e.g. artificial neural networks, evolutionary algorithms, fuzzy systems, and automatic medical identification systems. Exploring recent trends in research and applications, the book offers a valuable resource for professors, researchers, and engineers alike.
Structural Health Monitoring
Author: Ruqiang YanPublisher: Springer
ISBN: 331956126X
Category : Technology & Engineering
Languages : en
Pages : 375
Book Description
This book highlights the latest advances and trends in advanced signal processing (such as wavelet theory, time-frequency analysis, empirical mode decomposition, compressive sensing and sparse representation, and stochastic resonance) for structural health monitoring (SHM). Its primary focus is on the utilization of advanced signal processing techniques to help monitor the health status of critical structures and machines encountered in our daily lives: wind turbines, gas turbines, machine tools, etc. As such, it offers a key reference guide for researchers, graduate students, and industry professionals who work in the field of SHM.
Foundations and trends in signal processing
Author: [Anonymus AC07863578]Spectral Methods for Data Science
Author: Yuxin ChenPublisher:
ISBN: 9781680838961
Category :
Languages : en
Pages : 256
Book Description
This monograph presents a systematic, yet accessible introduction to spectral methods from a modern statistical perspective. It is essential reading for all students, researchers and practitioners working in Data Science.
Machine Learning in Signal Processing
Author: Sudeep TanwarPublisher: CRC Press
ISBN: 1000487792
Category : Technology & Engineering
Languages : en
Pages : 388
Book Description
Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead offers a comprehensive approach toward research orientation for familiarizing signal processing (SP) concepts to machine learning (ML). ML, as the driving force of the wave of artificial intelligence (AI), provides powerful solutions to many real-world technical and scientific challenges. This book will present the most recent and exciting advances in signal processing for ML. The focus is on understanding the contributions of signal processing and ML, and its aim to solve some of the biggest challenges in AI and ML. FEATURES Focuses on addressing the missing connection between signal processing and ML Provides a one-stop guide reference for readers Oriented toward material and flow with regards to general introduction and technical aspects Comprehensively elaborates on the material with examples and diagrams This book is a complete resource designed exclusively for advanced undergraduate students, post-graduate students, research scholars, faculties, and academicians of computer science and engineering, computer science and applications, and electronics and telecommunication engineering.
Trends in Digital Signal Processing
Author: Yong Ching LimSocial Signal Processing
Author: Judee K. BurgoonPublisher: Cambridge University Press
ISBN: 1108124585
Category : Computers
Languages : en
Pages : 441
Book Description
Social Signal Processing is the first book to cover all aspects of the modeling, automated detection, analysis, and synthesis of nonverbal behavior in human-human and human-machine interactions. Authoritative surveys address conceptual foundations, machine analysis and synthesis of social signal processing, and applications. Foundational topics include affect perception and interpersonal coordination in communication; later chapters cover technologies for automatic detection and understanding such as computational paralinguistics and facial expression analysis and for the generation of artificial social signals such as social robots and artificial agents. The final section covers a broad spectrum of applications based on social signal processing in healthcare, deception detection, and digital cities, including detection of developmental diseases and analysis of small groups. Each chapter offers a basic introduction to its topic, accessible to students and other newcomers, and then outlines challenges and future perspectives for the benefit of experienced researchers and practitioners in the field.