Sensors, Signal and Image Processing in Biomedicine and Assisted Living
Iakovidis, Dimitris
Sensors, Signal and Image Processing in Biomedicine and Assisted Living - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020 - 1 electronic resource (312 p.)
Open 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
English
books978-3-03943-419-0 9783039434183 9783039434190
10.3390/books978-3-03943-419-0 doi
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
Sensors, Signal and Image Processing in Biomedicine and Assisted Living - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020 - 1 electronic resource (312 p.)
Open 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
English
books978-3-03943-419-0 9783039434183 9783039434190
10.3390/books978-3-03943-419-0 doi
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