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Systems, Signals and Image Processing : 28th International Conference, IWSSIP 2021, Bratislava, Slovakia, June 2-4, 2021, Revised Selected Papers / edited by Gregor Rozinaj, Radoslav Vargic.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1527
- Communications in Computer and Information Science, 1865-0937 ; 1527
- Language:
- English
- Subjects (All):
- Image processing-Digital techniques.
- Computer vision.
- Computer engineering.
- Computer networks.
- Computer systems.
- Machine learning.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Engineering and Networks.
- Computer System Implementation.
- Computer Communication Networks.
- Machine Learning.
- Local Subjects:
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer Engineering and Networks.
- Computer System Implementation.
- Computer Communication Networks.
- Machine Learning.
- Physical Description:
- 1 online resource (XII, 223 pages) : 111 illustrations, 91 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- This volume constitutes selected papers presented at the 28th International Conference on Systems, Signals and Image Processing, IWSSIP 2021, held in Bratislava, Slovakia, in June 2021. Due to the COVID-19 pandemic the conference was held online. 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-96878-6
- 9783030968786
- Access Restriction:
- Restricted for use by site license.
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