Data, Signal and Image Processing and Applications in Sensors II
With the rapid advances in sensor technology, a vast and ever-growing amount of data in various domains and modalities is readily available. However, presenting raw signal data collected directly from sensors is sometimes inappropriate due to the presence of, for example, noise or distortion, among...
में बचाया:
| स्वरूप: | Online |
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| भाषा: | अंग्रेज़ी |
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MDPI - Multidisciplinary Digital Publishing Institute
2024
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| विषय: | |
| ऑनलाइन पहुंच: | ONIX_20240906_9783725815616_172 |
| टैग: |
कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!
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| _version_ | 1869514364228206592 |
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| collection | Directory of Open Access Books |
| description | With the rapid advances in sensor technology, a vast and ever-growing amount of data in various domains and modalities is readily available. However, presenting raw signal data collected directly from sensors is sometimes inappropriate due to the presence of, for example, noise or distortion, among others. In order to obtain relevant and insightful metrics from sensor signals’ data, further enhancement of the sensor signals acquired, such as noise reduction in one-dimensional electroencephalographic (EEG) signals or color correction in endoscopic images, and their analysis via computer-based medical systems, is needed. The processing of the data in themselves and the consequent extraction of useful information are also vital and included in the scope of this Special Issue. This SI of Sensors is aimed at highlighting advances in the development, testing, and application of data, signal, and image processing algorithms and techniques to all types of sensors and sensing methodologies. Experimental and theoretical results along with review papers, in as much detail as possible, are also considered. Some examples of the topics to be covered in this SI include the following: Ambient assisted living; Biomedical signal and image analysis; Machine learning in signal and image processing; Multimodal information processing for healthcare, monitoring, and surveillance; Real-time signal and image processing algorithms and architectures; Remote sensing processing; Sensors and smart sensors for IoT devices; Signal and image processing and understanding; Wearable sensor signal processing and its applications. |
| format | Online |
| id | doab-20.500.12854ir-143810 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1438102024-09-06T08:30:41Z Data, Signal and Image Processing and Applications in Sensors II Cabral dos Santos Reis, Manuel José FMCW laser ranging spectrum correction white Gaussian noise spectrum leakage picket fence effect signal processing memristive device neuron-like oscillator stochastic dynamics synchronization neuromorphic circuit FitzHugh–Nagumo neuron face detection person detection multi-task learning real-time detection augmented reality internet of things IoT devices monitoring IoT security low-cost solution computer vision image analysis monitoring of elderly low cost feature selection machine learning octave illusion auditory illusion MEG brain–computer interface brain effective connectivity PDC DTF PhysioNet motor imagery probabilistic neural network SVM KNN decision tree more electric aircraft electrical discharges visual corona corona extinction voltage variable frequency low pressure 5P-Medicine digital health mobile bio-sensing for medicine patient empowerment technologies artificial intelligence cardiovascular diseases Robust PCA RPCA PCP IALM noise reduction pulsed thermography CFRP body movement cancelation continuous wave Doppler radar multiple radars vital signal detection heartbeat respiration electroencephalogram (EEG) electrooculogram (EOG) singular spectrum analysis (SSA) continuous wavelet transform (CWT) k-means clustering photogrammetry semantic segmentation deep learning automation dense matching point cloud classification radar shadow effect CNN transfer learning hyperspectral images semi-supervised learning groundtruth labeling feature extraction principal components analysis normalization image classification and reconstruction motion blur model synthetic blurry thermal image thermal detector thermal image deblurring blur kernel rendering inertial sensor gyroscope sensor sensor data fusion cloud model Dempster–Shafer evidence theory cosine similarity Hellinger distance Deep Learning (DL) Convolutional Neural Network (CNN) Machine Learning (ML) Softmax Support Vector Machine (SVM) k-Nearest Neighbors (kNN) Random Forest (RF) Gaussian Naive Bayes (GNB) Two-Stage Hybrid Model respiratory rate breathing frequency heart rate variability endurance exercise material translation neural style transfer instance normalization human perception of materials watermarking image protection PHL transform data embedding multimedia systems temporal action detection convolutional neural networks video understanding damage area detection damaged old photo EEG seizure detection window size neural network genetic algorithm k-nearest neighbours autonomic nervous system (ANS) cold pressor task (CPT) pain induction pain assessment physiological signals signal analysis PD denoising VMD wavelet threshold mining cables spinal cord injury physiological time delay Teager–Kaiser Energy Operator cepstral analysis power spectrum EMG n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering With the rapid advances in sensor technology, a vast and ever-growing amount of data in various domains and modalities is readily available. However, presenting raw signal data collected directly from sensors is sometimes inappropriate due to the presence of, for example, noise or distortion, among others. In order to obtain relevant and insightful metrics from sensor signals’ data, further enhancement of the sensor signals acquired, such as noise reduction in one-dimensional electroencephalographic (EEG) signals or color correction in endoscopic images, and their analysis via computer-based medical systems, is needed. The processing of the data in themselves and the consequent extraction of useful information are also vital and included in the scope of this Special Issue. This SI of Sensors is aimed at highlighting advances in the development, testing, and application of data, signal, and image processing algorithms and techniques to all types of sensors and sensing methodologies. Experimental and theoretical results along with review papers, in as much detail as possible, are also considered. Some examples of the topics to be covered in this SI include the following: Ambient assisted living; Biomedical signal and image analysis; Machine learning in signal and image processing; Multimodal information processing for healthcare, monitoring, and surveillance; Real-time signal and image processing algorithms and architectures; Remote sensing processing; Sensors and smart sensors for IoT devices; Signal and image processing and understanding; Wearable sensor signal processing and its applications. 2024-09-06T08:30:37Z 2024-09-06T08:30:37Z 2024 book ONIX_20240906_9783725815616_172 9783725815616 9783725815623 https://directory.doabooks.org/handle/20.500.12854/143810 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9555 https://mdpi.com/books/pdfview/book/9555 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1562-3 10.3390/books978-3-7258-1562-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725815616 9783725815623 open access |
| spellingShingle | FMCW laser ranging spectrum correction white Gaussian noise spectrum leakage picket fence effect signal processing memristive device neuron-like oscillator stochastic dynamics synchronization neuromorphic circuit FitzHugh–Nagumo neuron face detection person detection multi-task learning real-time detection augmented reality internet of things IoT devices monitoring IoT security low-cost solution computer vision image analysis monitoring of elderly low cost feature selection machine learning octave illusion auditory illusion MEG brain–computer interface brain effective connectivity PDC DTF PhysioNet motor imagery probabilistic neural network SVM KNN decision tree more electric aircraft electrical discharges visual corona corona extinction voltage variable frequency low pressure 5P-Medicine digital health mobile bio-sensing for medicine patient empowerment technologies artificial intelligence cardiovascular diseases Robust PCA RPCA PCP IALM noise reduction pulsed thermography CFRP body movement cancelation continuous wave Doppler radar multiple radars vital signal detection heartbeat respiration electroencephalogram (EEG) electrooculogram (EOG) singular spectrum analysis (SSA) continuous wavelet transform (CWT) k-means clustering photogrammetry semantic segmentation deep learning automation dense matching point cloud classification radar shadow effect CNN transfer learning hyperspectral images semi-supervised learning groundtruth labeling feature extraction principal components analysis normalization image classification and reconstruction motion blur model synthetic blurry thermal image thermal detector thermal image deblurring blur kernel rendering inertial sensor gyroscope sensor sensor data fusion cloud model Dempster–Shafer evidence theory cosine similarity Hellinger distance Deep Learning (DL) Convolutional Neural Network (CNN) Machine Learning (ML) Softmax Support Vector Machine (SVM) k-Nearest Neighbors (kNN) Random Forest (RF) Gaussian Naive Bayes (GNB) Two-Stage Hybrid Model respiratory rate breathing frequency heart rate variability endurance exercise material translation neural style transfer instance normalization human perception of materials watermarking image protection PHL transform data embedding multimedia systems temporal action detection convolutional neural networks video understanding damage area detection damaged old photo EEG seizure detection window size neural network genetic algorithm k-nearest neighbours autonomic nervous system (ANS) cold pressor task (CPT) pain induction pain assessment physiological signals signal analysis PD denoising VMD wavelet threshold mining cables spinal cord injury physiological time delay Teager–Kaiser Energy Operator cepstral analysis power spectrum EMG n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering Data, Signal and Image Processing and Applications in Sensors II |
| title | Data, Signal and Image Processing and Applications in Sensors II |
| title_full | Data, Signal and Image Processing and Applications in Sensors II |
| title_fullStr | Data, Signal and Image Processing and Applications in Sensors II |
| title_full_unstemmed | Data, Signal and Image Processing and Applications in Sensors II |
| title_short | Data, Signal and Image Processing and Applications in Sensors II |
| title_sort | data signal and image processing and applications in sensors ii |
| topic | FMCW laser ranging spectrum correction white Gaussian noise spectrum leakage picket fence effect signal processing memristive device neuron-like oscillator stochastic dynamics synchronization neuromorphic circuit FitzHugh–Nagumo neuron face detection person detection multi-task learning real-time detection augmented reality internet of things IoT devices monitoring IoT security low-cost solution computer vision image analysis monitoring of elderly low cost feature selection machine learning octave illusion auditory illusion MEG brain–computer interface brain effective connectivity PDC DTF PhysioNet motor imagery probabilistic neural network SVM KNN decision tree more electric aircraft electrical discharges visual corona corona extinction voltage variable frequency low pressure 5P-Medicine digital health mobile bio-sensing for medicine patient empowerment technologies artificial intelligence cardiovascular diseases Robust PCA RPCA PCP IALM noise reduction pulsed thermography CFRP body movement cancelation continuous wave Doppler radar multiple radars vital signal detection heartbeat respiration electroencephalogram (EEG) electrooculogram (EOG) singular spectrum analysis (SSA) continuous wavelet transform (CWT) k-means clustering photogrammetry semantic segmentation deep learning automation dense matching point cloud classification radar shadow effect CNN transfer learning hyperspectral images semi-supervised learning groundtruth labeling feature extraction principal components analysis normalization image classification and reconstruction motion blur model synthetic blurry thermal image thermal detector thermal image deblurring blur kernel rendering inertial sensor gyroscope sensor sensor data fusion cloud model Dempster–Shafer evidence theory cosine similarity Hellinger distance Deep Learning (DL) Convolutional Neural Network (CNN) Machine Learning (ML) Softmax Support Vector Machine (SVM) k-Nearest Neighbors (kNN) Random Forest (RF) Gaussian Naive Bayes (GNB) Two-Stage Hybrid Model respiratory rate breathing frequency heart rate variability endurance exercise material translation neural style transfer instance normalization human perception of materials watermarking image protection PHL transform data embedding multimedia systems temporal action detection convolutional neural networks video understanding damage area detection damaged old photo EEG seizure detection window size neural network genetic algorithm k-nearest neighbours autonomic nervous system (ANS) cold pressor task (CPT) pain induction pain assessment physiological signals signal analysis PD denoising VMD wavelet threshold mining cables spinal cord injury physiological time delay Teager–Kaiser Energy Operator cepstral analysis power spectrum EMG n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering |
| topic_facet | FMCW laser ranging spectrum correction white Gaussian noise spectrum leakage picket fence effect signal processing memristive device neuron-like oscillator stochastic dynamics synchronization neuromorphic circuit FitzHugh–Nagumo neuron face detection person detection multi-task learning real-time detection augmented reality internet of things IoT devices monitoring IoT security low-cost solution computer vision image analysis monitoring of elderly low cost feature selection machine learning octave illusion auditory illusion MEG brain–computer interface brain effective connectivity PDC DTF PhysioNet motor imagery probabilistic neural network SVM KNN decision tree more electric aircraft electrical discharges visual corona corona extinction voltage variable frequency low pressure 5P-Medicine digital health mobile bio-sensing for medicine patient empowerment technologies artificial intelligence cardiovascular diseases Robust PCA RPCA PCP IALM noise reduction pulsed thermography CFRP body movement cancelation continuous wave Doppler radar multiple radars vital signal detection heartbeat respiration electroencephalogram (EEG) electrooculogram (EOG) singular spectrum analysis (SSA) continuous wavelet transform (CWT) k-means clustering photogrammetry semantic segmentation deep learning automation dense matching point cloud classification radar shadow effect CNN transfer learning hyperspectral images semi-supervised learning groundtruth labeling feature extraction principal components analysis normalization image classification and reconstruction motion blur model synthetic blurry thermal image thermal detector thermal image deblurring blur kernel rendering inertial sensor gyroscope sensor sensor data fusion cloud model Dempster–Shafer evidence theory cosine similarity Hellinger distance Deep Learning (DL) Convolutional Neural Network (CNN) Machine Learning (ML) Softmax Support Vector Machine (SVM) k-Nearest Neighbors (kNN) Random Forest (RF) Gaussian Naive Bayes (GNB) Two-Stage Hybrid Model respiratory rate breathing frequency heart rate variability endurance exercise material translation neural style transfer instance normalization human perception of materials watermarking image protection PHL transform data embedding multimedia systems temporal action detection convolutional neural networks video understanding damage area detection damaged old photo EEG seizure detection window size neural network genetic algorithm k-nearest neighbours autonomic nervous system (ANS) cold pressor task (CPT) pain induction pain assessment physiological signals signal analysis PD denoising VMD wavelet threshold mining cables spinal cord injury physiological time delay Teager–Kaiser Energy Operator cepstral analysis power spectrum EMG n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering |
| url | ONIX_20240906_9783725815616_172 |