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Computational analysis of the human eye with applications [[electronic resource] /] / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors
| Computational analysis of the human eye with applications [[electronic resource] /] / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors |
| Pubbl/distr/stampa | Hackensack, N.J., : World Scientific, 2011 |
| Descrizione fisica | 1 online resource (467 p.) |
| Disciplina | 617.700285 |
| Altri autori (Persone) |
DuaSumeet
Acharya URajendra NgE. Y. K |
| Soggetto topico | Eye |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-283-23493-9
9786613234933 981-4340-30-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; Chapter 1. The Biological and Computational Bases of Vision Hilary W. Thompson; 1.1. Introduction to the Eye; 1.2. The Anatomy of the Human Visual System; 1.3. Neurons; 1.4. Synapses; 1.5. Vision - Sensory Transduction; 1.6. Retinal Processing; 1.7. Visual Processing in the Brain; 1.8. Biological Vision and Computer Vision Algorithms; References; Chapter 2. Computational Methods for Feature Detection in Optical Images Michael Dessauer and Sumeet Dua; 2.1. Introduction to Computational Methods for Feature Detection; 2.2. Preprocessing Methods for Retinal Images
2.2.1. Illumination Effect Reduction2.2.1.1. Non-linear brightness transform; 2.2.1.2. Background identification methods; 2.2.2. Image Normalization and Enhancement; 2.2.2.1. Color channel transformations; 2.2.2.2. Image smoothing through spatial filtering; 2.2.2.3. Local adaptive contrast enhancement; 2.2.2.4. Histogram transformations; 2.3. Segmentation Methods for Retinal Anatomy Detection and Localization; 2.3.1. A Boundary Detection Methods; 2.3.1.1. First-order difference operators; 2.3.1.2. Second-order boundary detection; 2.3.1.3. Canny edge detection 2.3.2. Edge Linkage Methods for Boundary Detection2.3.2.1. Local neighborhood gradient thresholding; 2.3.2.2. Morphological operations for edge link enhancement; 2.3.2.3. Hough transform for edge linking; 2.3.3. Thresholding for Image Segmentation; 2.3.3.1. Segmentation with a single threshold; 2.3.3.2. Multi-level thresholding; 2.3.3.3. Windowed thresholding; 2.3.4. Region-Based Methods for Image Segmentation; 2.3.4.1. Region growing; 2.3.4.2. Watershed segmentation; 2.3.4.3. Matched filter segmentation; 2.4. Feature Representation Methods for Classification; 2.4.1. Statistical Features 2.4.1.1. Geometric descriptors2.4.1.2. Texture features; 2.4.1.3. Invariant moments; 2.4.2. Data Transformations; 2.4.2.1. Fourier descriptors; 2.4.2.2. Principal component analysis (PCA); 2.4.3. Multiscale Features; 2.4.3.1. Wavelet transform; 2.4.3.2. Scale-space methods for feature extraction; 2.5. Summary; References; Chapter 3. Computational Decision Support Systems and Diagnostic Tools in Ophthalmology: A Schematic Survey Sumeet Dua and Mohit Jain; 3.1. Evidence- and Value-Based Medicine; 3.1.1. EBM Process; 3.1.2. Evidence-Based Medical Issues; 3.1.3. Value-Based Evidence 3.2. Economic Evaluation of the Prevention and Treatment of Vision-Related Diseases3.2.1. Economic Evaluation; 3.2.2. Decision Analysis Method; 3.2.3. Advantages of Decision Analysis; 3.2.4. Perspective in Decision Analysis; 3.2.5. Decision Tree in Decision Analysis; 3.3. Use of Information Technologies for Diagnosis in Ophthalmology; 3.3.1. Data Mining in Ophthalmology; 3.3.2. Graphical User Interface; 3.4. Role of Computational System in Curing Disease of an Eye; 3.4.1. Computational Decision Support System: Diabetic Retinopathy; 3.4.1.1. Wavelet-based neural network23 3.4.1.2. Content-based image retrieval |
| Record Nr. | UNINA-9910464514903321 |
| Hackensack, N.J., : World Scientific, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational analysis of the human eye with applications / / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors
| Computational analysis of the human eye with applications / / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors |
| Pubbl/distr/stampa | Hackensack, N.J. : , : World Scientific, , 2011 |
| Descrizione fisica | 1 online resource (467 pages) |
| Disciplina | 617.700285 |
| Altri autori (Persone) |
DuaSumeet
Acharya URajendra NgY. K. Eddie |
| Soggetto topico | Eye |
| ISBN |
1-283-23493-9
9786613234933 981-4340-30-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; Chapter 1. The Biological and Computational Bases of Vision Hilary W. Thompson; 1.1. Introduction to the Eye; 1.2. The Anatomy of the Human Visual System; 1.3. Neurons; 1.4. Synapses; 1.5. Vision - Sensory Transduction; 1.6. Retinal Processing; 1.7. Visual Processing in the Brain; 1.8. Biological Vision and Computer Vision Algorithms; References; Chapter 2. Computational Methods for Feature Detection in Optical Images Michael Dessauer and Sumeet Dua; 2.1. Introduction to Computational Methods for Feature Detection; 2.2. Preprocessing Methods for Retinal Images
2.2.1. Illumination Effect Reduction; 2.2.1.1. Non-linear brightness transform; 2.2.1.2. Background identification methods; 2.2.2. Image Normalization and Enhancement; 2.2.2.1. Color channel transformations; 2.2.2.2. Image smoothing through spatial filtering; 2.2.2.3. Local adaptive contrast enhancement; 2.2.2.4. Histogram transformations; 2.3. Segmentation Methods for Retinal Anatomy Detection and Localization; 2.3.1. A Boundary Detection Methods; 2.3.1.1. First-order difference operators; 2.3.1.2. Second-order boundary detection; 2.3.1.3. Canny edge detection 2.3.2. Edge Linkage Methods for Boundary Detection; 2.3.2.1. Local neighborhood gradient thresholding; 2.3.2.2. Morphological operations for edge link enhancement; 2.3.2.3. Hough transform for edge linking; 2.3.3. Thresholding for Image Segmentation; 2.3.3.1. Segmentation with a single threshold; 2.3.3.2. Multi-level thresholding; 2.3.3.3. Windowed thresholding; 2.3.4. Region-Based Methods for Image Segmentation; 2.3.4.1. Region growing; 2.3.4.2. Watershed segmentation; 2.3.4.3. Matched filter segmentation; 2.4. Feature Representation Methods for Classification; 2.4.1. Statistical Features 2.4.1.1. Geometric descriptors; 2.4.1.2. Texture features; 2.4.1.3. Invariant moments; 2.4.2. Data Transformations; 2.4.2.1. Fourier descriptors; 2.4.2.2. Principal component analysis (PCA); 2.4.3. Multiscale Features; 2.4.3.1. Wavelet transform; 2.4.3.2. Scale-space methods for feature extraction; 2.5. Summary; References; Chapter 3. Computational Decision Support Systems and Diagnostic Tools in Ophthalmology: A Schematic Survey Sumeet Dua and Mohit Jain; 3.1. Evidence- and Value-Based Medicine; 3.1.1. EBM Process; 3.1.2. Evidence-Based Medical Issues; 3.1.3. Value-Based Evidence 3.2. Economic Evaluation of the Prevention and Treatment of Vision-Related Diseases; 3.2.1. Economic Evaluation; 3.2.2. Decision Analysis Method; 3.2.3. Advantages of Decision Analysis; 3.2.4. Perspective in Decision Analysis; 3.2.5. Decision Tree in Decision Analysis; 3.3. Use of Information Technologies for Diagnosis in Ophthalmology; 3.3.1. Data Mining in Ophthalmology; 3.3.2. Graphical User Interface; 3.4. Role of Computational System in Curing Disease of an Eye; 3.4.1. Computational Decision Support System: Diabetic Retinopathy; 3.4.1.1. Wavelet-based neural network23; .4.1.2. Content-based image retrieval |
| Record Nr. | UNINA-9910789064003321 |
| Hackensack, N.J. : , : World Scientific, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational analysis of the human eye with applications / / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors
| Computational analysis of the human eye with applications / / Sumeet Dua, Rajendra Acharya U., E.Y.K. Ng, editors |
| Pubbl/distr/stampa | Hackensack, N.J. : , : World Scientific, , 2011 |
| Descrizione fisica | 1 online resource (467 pages) |
| Disciplina | 617.700285 |
| Altri autori (Persone) |
DuaSumeet
Acharya URajendra NgY. K. Eddie |
| Soggetto topico | Eye |
| ISBN |
1-283-23493-9
9786613234933 981-4340-30-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; Chapter 1. The Biological and Computational Bases of Vision Hilary W. Thompson; 1.1. Introduction to the Eye; 1.2. The Anatomy of the Human Visual System; 1.3. Neurons; 1.4. Synapses; 1.5. Vision - Sensory Transduction; 1.6. Retinal Processing; 1.7. Visual Processing in the Brain; 1.8. Biological Vision and Computer Vision Algorithms; References; Chapter 2. Computational Methods for Feature Detection in Optical Images Michael Dessauer and Sumeet Dua; 2.1. Introduction to Computational Methods for Feature Detection; 2.2. Preprocessing Methods for Retinal Images
2.2.1. Illumination Effect Reduction; 2.2.1.1. Non-linear brightness transform; 2.2.1.2. Background identification methods; 2.2.2. Image Normalization and Enhancement; 2.2.2.1. Color channel transformations; 2.2.2.2. Image smoothing through spatial filtering; 2.2.2.3. Local adaptive contrast enhancement; 2.2.2.4. Histogram transformations; 2.3. Segmentation Methods for Retinal Anatomy Detection and Localization; 2.3.1. A Boundary Detection Methods; 2.3.1.1. First-order difference operators; 2.3.1.2. Second-order boundary detection; 2.3.1.3. Canny edge detection 2.3.2. Edge Linkage Methods for Boundary Detection; 2.3.2.1. Local neighborhood gradient thresholding; 2.3.2.2. Morphological operations for edge link enhancement; 2.3.2.3. Hough transform for edge linking; 2.3.3. Thresholding for Image Segmentation; 2.3.3.1. Segmentation with a single threshold; 2.3.3.2. Multi-level thresholding; 2.3.3.3. Windowed thresholding; 2.3.4. Region-Based Methods for Image Segmentation; 2.3.4.1. Region growing; 2.3.4.2. Watershed segmentation; 2.3.4.3. Matched filter segmentation; 2.4. Feature Representation Methods for Classification; 2.4.1. Statistical Features 2.4.1.1. Geometric descriptors; 2.4.1.2. Texture features; 2.4.1.3. Invariant moments; 2.4.2. Data Transformations; 2.4.2.1. Fourier descriptors; 2.4.2.2. Principal component analysis (PCA); 2.4.3. Multiscale Features; 2.4.3.1. Wavelet transform; 2.4.3.2. Scale-space methods for feature extraction; 2.5. Summary; References; Chapter 3. Computational Decision Support Systems and Diagnostic Tools in Ophthalmology: A Schematic Survey Sumeet Dua and Mohit Jain; 3.1. Evidence- and Value-Based Medicine; 3.1.1. EBM Process; 3.1.2. Evidence-Based Medical Issues; 3.1.3. Value-Based Evidence 3.2. Economic Evaluation of the Prevention and Treatment of Vision-Related Diseases; 3.2.1. Economic Evaluation; 3.2.2. Decision Analysis Method; 3.2.3. Advantages of Decision Analysis; 3.2.4. Perspective in Decision Analysis; 3.2.5. Decision Tree in Decision Analysis; 3.3. Use of Information Technologies for Diagnosis in Ophthalmology; 3.3.1. Data Mining in Ophthalmology; 3.3.2. Graphical User Interface; 3.4. Role of Computational System in Curing Disease of an Eye; 3.4.1. Computational Decision Support System: Diabetic Retinopathy; 3.4.1.1. Wavelet-based neural network23; .4.1.2. Content-based image retrieval |
| Record Nr. | UNINA-9910812390803321 |
| Hackensack, N.J. : , : World Scientific, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors
| Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors |
| Pubbl/distr/stampa | Boston, Massachusetts : , : Artech House, , ©2008 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina | 617.7/15 |
| Altri autori (Persone) |
Acharya URajendra
NgY. K. Eddie SuriJasjit S |
| Collana | Bioinformatics & biomedical imaging |
| Soggetto topico |
Eye - Diseases - Diagnosis
Eye - Data processing Eye - Anatomy Diagnostic imaging |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-59693-209-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The human eye -- Introduction to imaging optics -- Eye imaging systems -- Automatic identification of anterior segment eye abnormalities in optical images -- Identification of different stages of diabetic retinopathy using retinal optical images -- Computer-based detection of diabetes maculopathy stages using higher-order spectra -- Algorithms for detecting glaucomatous structural changes in the optic nerve head -- Fractal measures for fungal keratitis diagnosis using a white-light confocal microscope -- Vessel detection experiments using a Gaussian matched filter -- Detection of retinal blood vessels using Gabor filters -- Finite element simulation of the eye structure with bioheat analysis: two- and three-dimensional ocular surface temperature profiles -- Variations of the corneal surface temperature with contact lens wear -- An axisymmetric boundary element model for bioheat transfer in the human eye -- Simulation of aqueous humor circulation inside the human eye -- Clinical implications for thermography in the eye world: a short history of clinical ocular thermography --Temperature measurement of the anterior eye during hydrogel contact lens wear -- Variations of ocular surface temperature with different age groups. |
| Record Nr. | UNINA-9910455157403321 |
| Boston, Massachusetts : , : Artech House, , ©2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors
| Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors |
| Pubbl/distr/stampa | Boston : , : Artech House, , 2008 |
| Descrizione fisica | 1 online resource (377 pages) |
| Disciplina | 617.7/15 |
| Altri autori (Persone) |
Acharya URajendra
NgY. K. Eddie SuriJasjit S |
| Collana | Bioinformatics & biomedical imaging |
| Soggetto topico |
Eye - Diseases - Diagnosis
Eye - Data processing Eye - Anatomy Diagnostic imaging |
| ISBN | 1-59693-209-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The human eye -- Introduction to imaging optics -- Eye imaging systems -- Automatic identification of anterior segment eye abnormalities in optical images -- Identification of different stages of diabetic retinopathy using retinal optical images -- Computer-based detection of diabetes maculopathy stages using higher-order spectra -- Algorithms for detecting glaucomatous structural changes in the optic nerve head -- Fractal measures for fungal keratitis diagnosis using a white-light confocal microscope -- Vessel detection experiments using a Gaussian matched filter -- Detection of retinal blood vessels using Gabor filters -- Finite element simulation of the eye structure with bioheat analysis: two- and three-dimensional ocular surface temperature profiles -- Variations of the corneal surface temperature with contact lens wear -- An axisymmetric boundary element model for bioheat transfer in the human eye -- Simulation of aqueous humor circulation inside the human eye -- Clinical implications for thermography in the eye world: a short history of clinical ocular thermography --Temperature measurement of the anterior eye during hydrogel contact lens wear -- Variations of ocular surface temperature with different age groups. |
| Record Nr. | UNINA-9910778315603321 |
| Boston : , : Artech House, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors
| Image modeling of the human eye / / Rajendra Acharya U, Eddie Y.K. Ng, Jasjit S. Suri, editors |
| Pubbl/distr/stampa | Boston : , : Artech House, , 2008 |
| Descrizione fisica | 1 online resource (377 pages) |
| Disciplina | 617.7/15 |
| Altri autori (Persone) |
Acharya URajendra
NgY. K. Eddie SuriJasjit S |
| Collana | Bioinformatics & biomedical imaging |
| Soggetto topico |
Eye - Diseases - Diagnosis
Eye - Data processing Eye - Anatomy Diagnostic imaging |
| ISBN | 1-59693-209-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | The human eye -- Introduction to imaging optics -- Eye imaging systems -- Automatic identification of anterior segment eye abnormalities in optical images -- Identification of different stages of diabetic retinopathy using retinal optical images -- Computer-based detection of diabetes maculopathy stages using higher-order spectra -- Algorithms for detecting glaucomatous structural changes in the optic nerve head -- Fractal measures for fungal keratitis diagnosis using a white-light confocal microscope -- Vessel detection experiments using a Gaussian matched filter -- Detection of retinal blood vessels using Gabor filters -- Finite element simulation of the eye structure with bioheat analysis: two- and three-dimensional ocular surface temperature profiles -- Variations of the corneal surface temperature with contact lens wear -- An axisymmetric boundary element model for bioheat transfer in the human eye -- Simulation of aqueous humor circulation inside the human eye -- Clinical implications for thermography in the eye world: a short history of clinical ocular thermography --Temperature measurement of the anterior eye during hydrogel contact lens wear -- Variations of ocular surface temperature with different age groups. |
| Record Nr. | UNINA-9910829035203321 |
| Boston : , : Artech House, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine learning in healthcare informatics / / Sumeet Dua, U. Rajendra Acharya, Prerna Dua, editors
| Machine learning in healthcare informatics / / Sumeet Dua, U. Rajendra Acharya, Prerna Dua, editors |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Heidelberg, Germany : , : Springer, , 2014 |
| Descrizione fisica | 1 online resource (xii, 332 pages) : illustrations (some color) |
| Disciplina | 006.31 |
| Collana | Intelligent Systems Reference Library |
| Soggetto topico |
Machine learning
Medical informatics |
| ISBN | 3-642-40017-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | From the Contents -- Introduction to Machine Learning in Healthcare Informatics -- Wavelet-Based Machine Learning Techniques for ECG Signal Analysis -- Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient -- A Study on Machine Learning in EEG Signal Analysis. |
| Record Nr. | UNINA-9910299733903321 |
| Heidelberg, Germany : , : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||