Systems, Signals and Image Processing
Springer International Publishing (Verlag)
978-3-030-96877-9 (ISBN)
The presented 14 full and 5 short papers were thorougly reviewed and selected from the 76 submissions. The papers focus on various aspects of advanced signal processing in different scientific areas, including filter design, Fourier and other transforms, feature extraction, machine learning and system adaptation to user-oriented products like 5G networks, IoT, virtual teleport or tele-surgery operations.
Segmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net.- Fingerprint Classification based on the Henry System via ResNet.- Segmentation of significant regions in retinal images: perspective of U-Net network through a comparative approach.- Presenting a system to aid on the scintigraphy bone metastasis analysis using DICOM files.- Viewpoint selection for fibrous structures in a pre-operative context: application to cranial nerves surrounding skull base tumors.- Gait Recognition with DensePose Energy Images.- Adaptive IIR Filtering for System Identification applying the method by Nelder and Mead.- Event-based Looming Objects Detection.- Moment Transform-Based Compressive Sensing in Image Processing.-Classification of Toxic Ornamental Plants for Domestic Animals using CNN.- Deep learning-based detection of seedling development from indoor to outdoor.- Banana Ripening Classification using Computer Vision: Preliminary Results.- Energy Reconstruction Techniques in TileCal under High Pile-up Conditions Fast Algorithm for Dyslexia Detection.- Automatic recognition of Native advertisements for the Slovak language Document Filter for Writer Identification.- An Approach for BCI using Motor Imagery Based on Wavelet Transform and Convolutional Neural Network.- Advanced Scene Sensing for Virtual Teleconference Supervised Mixture Analysis and Source Detection from Multimodal Measurements.
Erscheinungsdatum | 03.03.2022 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XII, 223 p. 111 illus., 91 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 367 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Schlagworte | Applications • Artificial Intelligence • Classification methods • communication channels (information theory) • Communication Systems • Computer Hardware • Computer Networks • Computer Science • Computer Security • Computer systems • computer vision • conference proceedings • Correlation Analysis • Databases • Image Analysis • Image Processing • Image Segmentation • Informatics • machine learning • Network Protocols • Neural networks • pattern recognition • Research • sensors • Signal Processing |
ISBN-10 | 3-030-96877-4 / 3030968774 |
ISBN-13 | 978-3-030-96877-9 / 9783030968779 |
Zustand | Neuware |
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