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Guide to Medical Image Analysis : Methods and Algorithms / / by Klaus D. Toennies
| Guide to Medical Image Analysis : Methods and Algorithms / / by Klaus D. Toennies |
| Autore | Toennies Klaus D |
| Edizione | [2nd ed. 2017.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXIV, 589 p. 384 illus., 197 illus. in color.) |
| Disciplina | 616.0754 |
| Collana | Advances in Computer Vision and Pattern Recognition |
| Soggetto topico |
Optical data processing
Radiology Image Processing and Computer Vision Imaging / Radiology |
| ISBN | 1-4471-7320-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The Analysis of Medical Images -- Digital Image Acquisition -- Image Storage and Transfer -- Image Enhancement -- Feature Detection -- Segmentation: Principles and Basic Techniques -- Segmentation in Feature Space -- Segmentation as a Graph Problem -- Active Contours and Active Surfaces -- Registration and Normalization -- Shape, Appearance and Spatial Relationships -- Classification and Clustering -- Validation -- Appendix. |
| Record Nr. | UNINA-9910254824403321 |
Toennies Klaus D
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| London : , : Springer London : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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An Introduction to Image Classification : From Designed Models to End-to-End Learning / / by Klaus D. Toennies
| An Introduction to Image Classification : From Designed Models to End-to-End Learning / / by Klaus D. Toennies |
| Autore | Toennies Klaus D |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (297 pages) |
| Disciplina | 006.37 |
| Soggetto topico |
Computer vision
Machine learning Pattern recognition systems Biometric identification Artificial intelligence - Data processing Computer Vision Machine Learning Automated Pattern Recognition Biometrics Data Science Visió per ordinador Aprenentatge automàtic Reconeixement de formes (Informàtica) Identificació biomètrica Processament de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 981-9978-82-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Image Classification – A Computer Vision Task -- Chapter 2. Image Features – Extraction and Categories -- Chapter 3. Feature Reduction -- Chapter 4. Bayesian Image Classification in Feature Space -- Chapter 5. Distance-based Classifiers -- Chapter 6. Decision Boundaries in Feature Space -- Chapter 7. Multi-layer Perceptron for Image Classification -- Chapter 8. Feature Extraction by Convolutional Neural Network -- Chapter 9. Network Set-up for Image Classification -- Chapter 10. Basic Network Training for Image Classification -- Chapter 11. Dealing with Training Deficiencies -- Chapter 12. Learning Effects and Network Decisions. |
| Record Nr. | UNINA-9910805579603321 |
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Toennies Klaus D
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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