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Fuzzy Filters for Image Processing / Mike Nachtegael

Public ISBD Titre : Fuzzy Filters for Image Processing Type de document : texte imprimé Auteurs : Mike Nachtegael, Auteur ; Dietrich Van Der Weken, Auteur ; Dimitri Van De Ville, Auteur Editeur : Berlin Heidelberg : Springer-Verlag Année de publication : 2003 Collection : Studies in Fuzziness and Soft Computing Importance : 386 p. Présentation : couv. ill. en coul., ill. Format : 24 cm. ISBN/ISSN/EAN : 978-3-540-00465-3 Langues : Anglais (eng) Catégories : AUTOMATISME Index. décimale : 25-01 Logique combinatoire et séquentielle Résumé : This book covers a wide range of both theoretical and practical applications of fuzzy filters for image processing. The focus is on problems of noise removal, edge detection and segmentation, image enhancement and further specific applications of fuzzy filters. How soft computing techniques such as fuzzy set theory and fuzzy logic can be successfully applied to these problems is demonstrated. Often these techniques are complementary to existing classical techniques and contribute to a more robust performance. The book is written by international experts giving an overview of the current state of the art of fuzzy filters for image processing and can be used as a reference for researchers and practitioners in the field. Note de contenu : Contents Part I Fuzzy Filters for Noise Reduction 1. Fuzzy Filters for Noise Removal 2. Fuzzy Filters for Noise Reduction in Images 3. Real-time Image Noise Cancellation Based on Fuzzy Similarity 4. Fuzzy Rule-Based Color Filtering Using Statistical Indices Part II Fuzzy Filters for Edge Detection and Segmentation 5. Fuzzy Based Image Segmentation 6. Fuzzy Thresholding and Histogram Analysis 7. Color Image Segmentation by Analysis of 3D Histogram with Fuzzy Morphological Filters 8. Fast and Robust Fuzzy Edge Detection 9. Fuzzy Data Fusion for Multiple Cue Image and Video Segmentation Part III Fuzzy Filters for Image Enhancement 10.Fuzzy Image Enhancement in the Framework of Logarithmic Model 11.Observer-dependent Image Enhancement Part IV Specific Applications of Fuzzy Filters 12.Fuzzy Techniques in Digital Image Processing and Shape Analysis 13.Adaptive Fuzzy Filters and Their Application to Online Maneuvering Target Tracking 14.Lossy Image Compression and Reconstruction Based on Fuzzy Relational Equation 15.Avoidance of Highlights through ILFOs in Automated Visual Inspection Fuzzy Filters for Image Processing [texte imprimé] / Mike Nachtegael, Auteur ; Dietrich Van Der Weken, Auteur ; Dimitri Van De Ville, Auteur . - Berlin Heidelberg : Springer-Verlag, 2003 . - 386 p. : couv. ill. en coul., ill. ; 24 cm.. - (Studies in Fuzziness and Soft Computing) . ISBN : 978-3-540-00465-3 Langues : Anglais (eng) Catégories : AUTOMATISME Index. décimale : 25-01 Logique combinatoire et séquentielle Résumé : This book covers a wide range of both theoretical and practical applications of fuzzy filters for image processing. The focus is on problems of noise removal, edge detection and segmentation, image enhancement and further specific applications of fuzzy filters. How soft computing techniques such as fuzzy set theory and fuzzy logic can be successfully applied to these problems is demonstrated. Often these techniques are complementary to existing classical techniques and contribute to a more robust performance. The book is written by international experts giving an overview of the current state of the art of fuzzy filters for image processing and can be used as a reference for researchers and practitioners in the field. Note de contenu : Contents Part I Fuzzy Filters for Noise Reduction 1. Fuzzy Filters for Noise Removal 2. Fuzzy Filters for Noise Reduction in Images 3. Real-time Image Noise Cancellation Based on Fuzzy Similarity 4. Fuzzy Rule-Based Color Filtering Using Statistical Indices Part II Fuzzy Filters for Edge Detection and Segmentation 5. Fuzzy Based Image Segmentation 6. Fuzzy Thresholding and Histogram Analysis 7. Color Image Segmentation by Analysis of 3D Histogram with Fuzzy Morphological Filters 8. Fast and Robust Fuzzy Edge Detection 9. Fuzzy Data Fusion for Multiple Cue Image and Video Segmentation Part III Fuzzy Filters for Image Enhancement 10.Fuzzy Image Enhancement in the Framework of Logarithmic Model 11.Observer-dependent Image Enhancement Part IV Specific Applications of Fuzzy Filters 12.Fuzzy Techniques in Digital Image Processing and Shape Analysis 13.Adaptive Fuzzy Filters and Their Application to Online Maneuvering Target Tracking 14.Lossy Image Compression and Reconstruction Based on Fuzzy Relational Equation 15.Avoidance of Highlights through ILFOs in Automated Visual Inspection

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114	25-01-01	Livre	Bibliothèque de Génie Electrique- USTO	Documentaires	Exclu du prêt	114