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Handbook of medical image processing and analysis [[electronic resource] /] / edited by Issac N. Bankman
| Handbook of medical image processing and analysis [[electronic resource] /] / edited by Issac N. Bankman |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam, : Elsevier/Academic Press, c2009 |
| Descrizione fisica | 1 online resource (1009 p.) |
| Disciplina |
616.07
616.07/54 616.0754 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-92852-6
9786611928520 9786612167263 0-08-055914-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Handbook of Medical Image Processing and Analysis; Copyright Page; Contents; Foreword; Contributors; Preface; Acknowledgments; Part I Enhancement; Chapter 1 Fundamental Enhancement Techniques; 1.1 Introduction; 1.2 Preliminaries and Definitions; 1.3 Pixel Operations; 1.4 Local Operators; 1.5 Operations with Multiple Images; 1.6 Frequency Domain Techniques; 1.7 Concluding Remarks; 1.8 References; Chapter 2 Adaptive Image Filtering; 2.1 Introduction; 2.2 Multidimensional Spatial Frequencies and Filtering; 2.3 Random Fields and Wiener Filtering; 2.4 Adaptive Wiener Filters
2.5 Anisotropic Adaptive Filtering2.6 References; Chapter 3 Enhancement by Multiscale Nonlinear Operators; 3.1 Introduction; 3.2 One-Dimensional Discrete Dyadic Wavelet Transform; 3.3 Linear Enhancement and Unsharp Masking; 3.4 Nonlinear Enhancement by Functional Mapping; 3.5 A Method for Combined Denoising and Enhancement; 3.6 Two-Dimensional Extension; 3.7 Experimental Results and Comparison; 3.8 Conclusion; 3.9 References; Chapter 4 Medical Image Enhancement Using Fourier Descriptors and Hybrid Filters; 4.1 Introduction; 4.2 Design of the Hybrid Filter; 4.3 Experimental Results 4.4 Discussion and Conclusion4.5 References; Part II Segmentation; Chapter 5 Overview and Fundamentals of Medical Image Segmentation; 5.1 Introduction; 5.2 Thresholding; 5.3 Region Growing; 5.4 Watershed Algorithm; 5.5 Edge-Based Segmentation Techniques; 5.6 Multispectral Techniques; 5.7 Other Techniques; 5.8 Concluding Remarks; 5.9 References; Chapter 6 Image Segmentation by Fuzzy Clustering: Methods and Issues; 6.1 Introduction; 6.2 The Quantitative Basis of Fuzzy Image Segmentation; 6.3 Qualitative Discussion of a Few Fuzzy Image Segmentation Methods; 6.4 Conclusions and Discussion 6.5 ReferencesChapter 7 Segmentation with Neural Networks; 7.1 Introduction; 7.2 Structure and Function of the GRBF Network; 7.3 Training Procedure; 7.4 Application to Medical Image Segmentation; 7.5 Image Data; 7.6 Preprocessing; 7.7 Vector Quantization; 7.8 Classification; 7.9 Results; 7.10 Discussion; 7.11 Topical Applications, Conceptual Extensions, and Outlook; 7.12 Conclusion and Outlook; 7.13 References; Chapter 8 Deformable Models; 8.1 Introduction; 8.2 Mathematical Foundations of Deformable Models; 8.3 Medical Image Analysis with Deformable Models; 8.4 Discussion; 8.5 Conclusion 8.6 ReferencesChapter 9 Shape Information in Deformable Models; 9.1 Background; 9.2 Global Shape Constraints; 9.3 Level Set Methods Incorporating Generic Constraints; 9.4 Conclusions; 9.5 References; Chapter 10 Gradient Vector Flow Deformable Models; 10.1 Introduction; 10.2 Background; 10.3 GVF Deformable Contours; 10.4 Experiments; 10.5 3D GVF Deformable Models and Results; 10.6 Discussion; 10.7 Conclusions; 10.8 References; Chapter 11 Fully Automated Hybrid Segmentation of the Brain; 11.1 Introduction; 11.2 Brain Segmentation Method; 11.3 Other Brain Segmentation Techniques; 11.4 Summary 11.5 References |
| Record Nr. | UNINA-9910454143503321 |
| Amsterdam, : Elsevier/Academic Press, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of medical image processing and analysis [[electronic resource] /] / edited by Issac N. Bankman
| Handbook of medical image processing and analysis [[electronic resource] /] / edited by Issac N. Bankman |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam, : Elsevier/Academic Press, c2009 |
| Descrizione fisica | 1 online resource (1009 p.) |
| Disciplina |
616.07
616.07/54 616.0754 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| ISBN |
1-281-92852-6
9786611928520 9786612167263 0-08-055914-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Handbook of Medical Image Processing and Analysis; Copyright Page; Contents; Foreword; Contributors; Preface; Acknowledgments; Part I Enhancement; Chapter 1 Fundamental Enhancement Techniques; 1.1 Introduction; 1.2 Preliminaries and Definitions; 1.3 Pixel Operations; 1.4 Local Operators; 1.5 Operations with Multiple Images; 1.6 Frequency Domain Techniques; 1.7 Concluding Remarks; 1.8 References; Chapter 2 Adaptive Image Filtering; 2.1 Introduction; 2.2 Multidimensional Spatial Frequencies and Filtering; 2.3 Random Fields and Wiener Filtering; 2.4 Adaptive Wiener Filters
2.5 Anisotropic Adaptive Filtering2.6 References; Chapter 3 Enhancement by Multiscale Nonlinear Operators; 3.1 Introduction; 3.2 One-Dimensional Discrete Dyadic Wavelet Transform; 3.3 Linear Enhancement and Unsharp Masking; 3.4 Nonlinear Enhancement by Functional Mapping; 3.5 A Method for Combined Denoising and Enhancement; 3.6 Two-Dimensional Extension; 3.7 Experimental Results and Comparison; 3.8 Conclusion; 3.9 References; Chapter 4 Medical Image Enhancement Using Fourier Descriptors and Hybrid Filters; 4.1 Introduction; 4.2 Design of the Hybrid Filter; 4.3 Experimental Results 4.4 Discussion and Conclusion4.5 References; Part II Segmentation; Chapter 5 Overview and Fundamentals of Medical Image Segmentation; 5.1 Introduction; 5.2 Thresholding; 5.3 Region Growing; 5.4 Watershed Algorithm; 5.5 Edge-Based Segmentation Techniques; 5.6 Multispectral Techniques; 5.7 Other Techniques; 5.8 Concluding Remarks; 5.9 References; Chapter 6 Image Segmentation by Fuzzy Clustering: Methods and Issues; 6.1 Introduction; 6.2 The Quantitative Basis of Fuzzy Image Segmentation; 6.3 Qualitative Discussion of a Few Fuzzy Image Segmentation Methods; 6.4 Conclusions and Discussion 6.5 ReferencesChapter 7 Segmentation with Neural Networks; 7.1 Introduction; 7.2 Structure and Function of the GRBF Network; 7.3 Training Procedure; 7.4 Application to Medical Image Segmentation; 7.5 Image Data; 7.6 Preprocessing; 7.7 Vector Quantization; 7.8 Classification; 7.9 Results; 7.10 Discussion; 7.11 Topical Applications, Conceptual Extensions, and Outlook; 7.12 Conclusion and Outlook; 7.13 References; Chapter 8 Deformable Models; 8.1 Introduction; 8.2 Mathematical Foundations of Deformable Models; 8.3 Medical Image Analysis with Deformable Models; 8.4 Discussion; 8.5 Conclusion 8.6 ReferencesChapter 9 Shape Information in Deformable Models; 9.1 Background; 9.2 Global Shape Constraints; 9.3 Level Set Methods Incorporating Generic Constraints; 9.4 Conclusions; 9.5 References; Chapter 10 Gradient Vector Flow Deformable Models; 10.1 Introduction; 10.2 Background; 10.3 GVF Deformable Contours; 10.4 Experiments; 10.5 3D GVF Deformable Models and Results; 10.6 Discussion; 10.7 Conclusions; 10.8 References; Chapter 11 Fully Automated Hybrid Segmentation of the Brain; 11.1 Introduction; 11.2 Brain Segmentation Method; 11.3 Other Brain Segmentation Techniques; 11.4 Summary 11.5 References |
| Record Nr. | UNINA-9910782530203321 |
| Amsterdam, : Elsevier/Academic Press, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of medical image processing and analysis / / edited by Issac N. Bankman
| Handbook of medical image processing and analysis / / edited by Issac N. Bankman |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam, : Elsevier/Academic Press, c2009 |
| Descrizione fisica | 1 online resource (1009 p.) |
| Disciplina |
616.07
616.07/54 616.0754 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| ISBN |
1-281-92852-6
9786611928520 9786612167263 0-08-055914-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Handbook of Medical Image Processing and Analysis; Copyright Page; Contents; Foreword; Contributors; Preface; Acknowledgments; Part I Enhancement; Chapter 1 Fundamental Enhancement Techniques; 1.1 Introduction; 1.2 Preliminaries and Definitions; 1.3 Pixel Operations; 1.4 Local Operators; 1.5 Operations with Multiple Images; 1.6 Frequency Domain Techniques; 1.7 Concluding Remarks; 1.8 References; Chapter 2 Adaptive Image Filtering; 2.1 Introduction; 2.2 Multidimensional Spatial Frequencies and Filtering; 2.3 Random Fields and Wiener Filtering; 2.4 Adaptive Wiener Filters
2.5 Anisotropic Adaptive Filtering2.6 References; Chapter 3 Enhancement by Multiscale Nonlinear Operators; 3.1 Introduction; 3.2 One-Dimensional Discrete Dyadic Wavelet Transform; 3.3 Linear Enhancement and Unsharp Masking; 3.4 Nonlinear Enhancement by Functional Mapping; 3.5 A Method for Combined Denoising and Enhancement; 3.6 Two-Dimensional Extension; 3.7 Experimental Results and Comparison; 3.8 Conclusion; 3.9 References; Chapter 4 Medical Image Enhancement Using Fourier Descriptors and Hybrid Filters; 4.1 Introduction; 4.2 Design of the Hybrid Filter; 4.3 Experimental Results 4.4 Discussion and Conclusion4.5 References; Part II Segmentation; Chapter 5 Overview and Fundamentals of Medical Image Segmentation; 5.1 Introduction; 5.2 Thresholding; 5.3 Region Growing; 5.4 Watershed Algorithm; 5.5 Edge-Based Segmentation Techniques; 5.6 Multispectral Techniques; 5.7 Other Techniques; 5.8 Concluding Remarks; 5.9 References; Chapter 6 Image Segmentation by Fuzzy Clustering: Methods and Issues; 6.1 Introduction; 6.2 The Quantitative Basis of Fuzzy Image Segmentation; 6.3 Qualitative Discussion of a Few Fuzzy Image Segmentation Methods; 6.4 Conclusions and Discussion 6.5 ReferencesChapter 7 Segmentation with Neural Networks; 7.1 Introduction; 7.2 Structure and Function of the GRBF Network; 7.3 Training Procedure; 7.4 Application to Medical Image Segmentation; 7.5 Image Data; 7.6 Preprocessing; 7.7 Vector Quantization; 7.8 Classification; 7.9 Results; 7.10 Discussion; 7.11 Topical Applications, Conceptual Extensions, and Outlook; 7.12 Conclusion and Outlook; 7.13 References; Chapter 8 Deformable Models; 8.1 Introduction; 8.2 Mathematical Foundations of Deformable Models; 8.3 Medical Image Analysis with Deformable Models; 8.4 Discussion; 8.5 Conclusion 8.6 ReferencesChapter 9 Shape Information in Deformable Models; 9.1 Background; 9.2 Global Shape Constraints; 9.3 Level Set Methods Incorporating Generic Constraints; 9.4 Conclusions; 9.5 References; Chapter 10 Gradient Vector Flow Deformable Models; 10.1 Introduction; 10.2 Background; 10.3 GVF Deformable Contours; 10.4 Experiments; 10.5 3D GVF Deformable Models and Results; 10.6 Discussion; 10.7 Conclusions; 10.8 References; Chapter 11 Fully Automated Hybrid Segmentation of the Brain; 11.1 Introduction; 11.2 Brain Segmentation Method; 11.3 Other Brain Segmentation Techniques; 11.4 Summary 11.5 References |
| Record Nr. | UNINA-9910822565203321 |
| Amsterdam, : Elsevier/Academic Press, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of medical imaging [[electronic resource] ] : processing and analysis / / editor-in-chief, Issac N. Bankman
| Handbook of medical imaging [[electronic resource] ] : processing and analysis / / editor-in-chief, Issac N. Bankman |
| Pubbl/distr/stampa | San Diego, Calif., : Academic Press, c2000 |
| Descrizione fisica | 1 online resource (983 p.) |
| Disciplina | 616.07/54 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-98202-4
9786611982027 0-12-374636-1 0-08-053310-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Enhancement -- pt. 2. Segmentation -- pt. 3. Quantification -- pt. 4. Registration -- pt. 5. Visualization -- pt. 6. Compression, storage, and communication. |
| Record Nr. | UNINA-9910457986903321 |
| San Diego, Calif., : Academic Press, c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of medical imaging [[electronic resource] ] : processing and analysis / / editor-in-chief, Issac N. Bankman
| Handbook of medical imaging [[electronic resource] ] : processing and analysis / / editor-in-chief, Issac N. Bankman |
| Pubbl/distr/stampa | San Diego, Calif., : Academic Press, c2000 |
| Descrizione fisica | 1 online resource (983 p.) |
| Disciplina | 616.07/54 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| ISBN |
1-281-98202-4
9786611982027 0-12-374636-1 0-08-053310-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Enhancement -- pt. 2. Segmentation -- pt. 3. Quantification -- pt. 4. Registration -- pt. 5. Visualization -- pt. 6. Compression, storage, and communication. |
| Record Nr. | UNINA-9910784528403321 |
| San Diego, Calif., : Academic Press, c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of medical imaging : processing and analysis / / editor-in-chief, Issac N. Bankman
| Handbook of medical imaging : processing and analysis / / editor-in-chief, Issac N. Bankman |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | San Diego, Calif., : Academic Press, c2000 |
| Descrizione fisica | 1 online resource (983 p.) |
| Disciplina | 616.07/54 |
| Altri autori (Persone) | BankmanI. N (Isaac N.) |
| Collana | Academic Press series in biomedical engineering |
| Soggetto topico |
Diagnostic imaging - Digital techniques
Imaging systems in medicine |
| ISBN |
1-281-98202-4
9786611982027 0-12-374636-1 0-08-053310-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | pt. 1. Enhancement -- pt. 2. Segmentation -- pt. 3. Quantification -- pt. 4. Registration -- pt. 5. Visualization -- pt. 6. Compression, storage, and communication. |
| Record Nr. | UNINA-9910823148503321 |
| San Diego, Calif., : Academic Press, c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||