Soft computing approach to pattern recognition and image processing /:
This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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New Jersey ; London :
World Scientific,
©2002.
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| Online-Zugang: | Volltext |
| Zusammenfassung: | This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications. The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to ca. |
| Beschreibung: | 1 online resource |
| ISBN: | 9789812776235 9812776230 |
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| 245 | 0 | 0 | |a Soft computing approach to pattern recognition and image processing / |c editors Asish Ghosh, Sankar K. Pal. |
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| 505 | 0 | 0 | |g pt. I. |t Pattern Recognition -- |g Ch. 1. |t Multiple Classifier Systems -- |g Ch. 2. |t Building Decision Trees from the Fourier Spectrum of a Tree Ensemble -- |g Ch. 3. |t Clustering Large Data Sets -- |g Ch. 4. |t Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery -- |g pt. II. |t Image Processing and Vision -- |g Ch. 5. |t Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures -- |g Ch. 6. |t Early Vision: Concepts and Algorithms -- |g Ch. 7. |t Self-organizing Neural Network for Multi-level Image Segmentation -- |g Ch. 8. |t Geometric Transformation by Moment Method with Wavelet Matrix -- |g Ch. 9. |t New Computationally Efficient Algorithms for Video Coding. |
| 520 | |a This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications. The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to ca. | ||
| 650 | 0 | |a Image processing. |0 http://id.loc.gov/authorities/subjects/sh85064446 | |
| 650 | 0 | |a Pattern perception. |0 http://id.loc.gov/authorities/subjects/sh85098789 | |
| 650 | 0 | |a Soft computing. |0 http://id.loc.gov/authorities/subjects/sh96004789 | |
| 650 | 6 | |a Traitement d'images. | |
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| contents | Pattern Recognition -- Multiple Classifier Systems -- Building Decision Trees from the Fourier Spectrum of a Tree Ensemble -- Clustering Large Data Sets -- Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery -- Image Processing and Vision -- Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures -- Early Vision: Concepts and Algorithms -- Self-organizing Neural Network for Multi-level Image Segmentation -- Geometric Transformation by Moment Method with Wavelet Matrix -- New Computationally Efficient Algorithms for Video Coding. |
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| id | ZDB-4-EBU-ocn794370993 |
| illustrated | Illustrated |
| indexdate | 2024-11-26T14:49:05Z |
| institution | BVB |
| isbn | 9789812776235 9812776230 |
| language | English |
| oclc_num | 794370993 |
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| spelling | Soft computing approach to pattern recognition and image processing / editors Asish Ghosh, Sankar K. Pal. New Jersey ; London : World Scientific, ©2002. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier pt. I. Pattern Recognition -- Ch. 1. Multiple Classifier Systems -- Ch. 2. Building Decision Trees from the Fourier Spectrum of a Tree Ensemble -- Ch. 3. Clustering Large Data Sets -- Ch. 4. Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery -- pt. II. Image Processing and Vision -- Ch. 5. Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures -- Ch. 6. Early Vision: Concepts and Algorithms -- Ch. 7. Self-organizing Neural Network for Multi-level Image Segmentation -- Ch. 8. Geometric Transformation by Moment Method with Wavelet Matrix -- Ch. 9. New Computationally Efficient Algorithms for Video Coding. This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications. The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to ca. Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern perception. http://id.loc.gov/authorities/subjects/sh85098789 Soft computing. http://id.loc.gov/authorities/subjects/sh96004789 Traitement d'images. Perception des structures. Informatique douce. image processing. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Image processing fast Pattern perception fast Soft computing fast Ghosh, Ashish, 1966- https://id.oclc.org/worldcat/entity/E39PCjqCqHCtrPTfwtxcDxqB8C http://id.loc.gov/authorities/names/n00000580 Pal, Sankar K. FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514377 Volltext |
| spellingShingle | Soft computing approach to pattern recognition and image processing / Pattern Recognition -- Multiple Classifier Systems -- Building Decision Trees from the Fourier Spectrum of a Tree Ensemble -- Clustering Large Data Sets -- Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery -- Image Processing and Vision -- Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures -- Early Vision: Concepts and Algorithms -- Self-organizing Neural Network for Multi-level Image Segmentation -- Geometric Transformation by Moment Method with Wavelet Matrix -- New Computationally Efficient Algorithms for Video Coding. Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern perception. http://id.loc.gov/authorities/subjects/sh85098789 Soft computing. http://id.loc.gov/authorities/subjects/sh96004789 Traitement d'images. Perception des structures. Informatique douce. image processing. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Image processing fast Pattern perception fast Soft computing fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85064446 http://id.loc.gov/authorities/subjects/sh85098789 http://id.loc.gov/authorities/subjects/sh96004789 |
| title | Soft computing approach to pattern recognition and image processing / |
| title_alt | Pattern Recognition -- Multiple Classifier Systems -- Building Decision Trees from the Fourier Spectrum of a Tree Ensemble -- Clustering Large Data Sets -- Multi-objective Variable String Genetic Classifier: Application to Remote Sensing Imagery -- Image Processing and Vision -- Dissimilarity Measures Between Fuzzy Sets or Fuzzy Structures -- Early Vision: Concepts and Algorithms -- Self-organizing Neural Network for Multi-level Image Segmentation -- Geometric Transformation by Moment Method with Wavelet Matrix -- New Computationally Efficient Algorithms for Video Coding. |
| title_auth | Soft computing approach to pattern recognition and image processing / |
| title_exact_search | Soft computing approach to pattern recognition and image processing / |
| title_full | Soft computing approach to pattern recognition and image processing / editors Asish Ghosh, Sankar K. Pal. |
| title_fullStr | Soft computing approach to pattern recognition and image processing / editors Asish Ghosh, Sankar K. Pal. |
| title_full_unstemmed | Soft computing approach to pattern recognition and image processing / editors Asish Ghosh, Sankar K. Pal. |
| title_short | Soft computing approach to pattern recognition and image processing / |
| title_sort | soft computing approach to pattern recognition and image processing |
| topic | Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern perception. http://id.loc.gov/authorities/subjects/sh85098789 Soft computing. http://id.loc.gov/authorities/subjects/sh96004789 Traitement d'images. Perception des structures. Informatique douce. image processing. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Image processing fast Pattern perception fast Soft computing fast |
| topic_facet | Image processing. Pattern perception. Soft computing. Traitement d'images. Perception des structures. Informatique douce. image processing. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Image processing Pattern perception Soft computing |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514377 |
| work_keys_str_mv | AT ghoshashish softcomputingapproachtopatternrecognitionandimageprocessing AT palsankark softcomputingapproachtopatternrecognitionandimageprocessing |