Sensors, Signal and Image Processing in Biomedicine and Assisted Living
Language: English Publication details: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020Description: 1 electronic resource (312 p.)ISBN:- books978-3-03943-419-0
- 9783039434183
- 9783039434190
- Information technology industries
- high efficiency video coding
- low complexity
- hardware friendly
- vehicular ad-hoc networks
- color vision deficiency
- image re-coloring
- visual assistance
- video pletysmography
- image processing
- heart rate estimation
- human-computer interaction
- biomedicine
- healthcare
- assisted living
- action classification
- human motor behavior
- computer vision
- deep learning
- pose tracking
- Brain-Computer Interface
- Blind Source Separation
- Movement Related Independent Component
- Wavelet Transform
- Convolutional Neural Network
- brain cancer
- hyperspectral imaging
- intraoperative imaging
- feature selection
- image-guided surgery
- genetic algorithm
- particle swarm optimization
- ant colony optimization
- support vector machine
- machine learning
- visual perception
- electrocardiogram (ECG) coder
- non-uniform sampling
- telecardiology
- compressed sensing
- strain gauge
- tremor quantification
- Parkinson’s disease
- action tremors
- wearables
- biosensors
- sleep
- Fitbit
- Oura
- Hexoskin
- Withings
- cognition
- medical optics and biotechnology
- optical pathology
- convolutional neural networks
- tissue diagnostics
- tissue characterization
- glioblastoma
- contactless measurement
- vital signs
- RGB-thermal image processing
- infection diseases
- artificial neural network
- Doppler radar
- heart rate
- real-time processing
- visually challenged
- navigation
- image analysis
- fuzzy sets
- convolutional neural networks (CNNs)
- eye tracking
- motorized wheelchair
- ultrasonic proximity sensors
- laryngeal cancer
- contact endoscopy
- narrow band imaging
- automatic classification
- feature extraction
- Barrett neoplasia
- tissue detection
- recurrent neural networks
- upper GI tract
- n/a
Open Access star Unrestricted online access
This is a collection of recent advances on sensors, systems, and signal/image processing methods for biomedicine and assisted living. It includes methods for heart, sleep, and vital sign measurement; human motion-related signal analysis; assistive systems; and image- and video-based diagnostic systems. It provides an overview of the state-of-the-art challenges in the respective topics and future directions. This will be useful for researchers in various domains, including computer science, electrical engineering, biomedicine, and healthcare researchers.
Creative Commons https://creativecommons.org/licenses/by/4.0/ cc https://creativecommons.org/licenses/by/4.0/
English