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...
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2002
|
| Schriftenreihe: | Series in machine perception and artificial intelligence
v. 53 |
| Schlagworte: | |
| Online-Zugang: | FHN01 TUM02 TUM01 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 case based reasoning, data mining and bio-informatics with a scope for future research. The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike |
| Beschreibung: | xx, 349 p. ill |
| ISBN: | 9789812776235 |
Internformat
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| id | DE-604.BV044635051 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:46Z |
| institution | BVB |
| isbn | 9789812776235 |
| language | English |
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| series2 | Series in machine perception and artificial intelligence |
| spelling | Soft computing approach to pattern recognition and image processing editors, Ashish Ghosh, Sankar K. Pal Singapore World Scientific Pub. Co. c2002 xx, 349 p. ill txt rdacontent c rdamedia cr rdacarrier Series in machine perception and artificial intelligence v. 53 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 case based reasoning, data mining and bio-informatics with a scope for future research. The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike Soft computing Pattern perception Image processing Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Soft Computing (DE-588)4455833-8 s Mustererkennung (DE-588)4040936-3 s Bildverarbeitung (DE-588)4006684-8 s DE-604 Ghosh, Ashish 1966- Sonstige oth Pal, Sankar K. Sonstige oth Erscheint auch als Druck-Ausgabe 9789812382511 Erscheint auch als Druck-Ausgabe 9812382518 http://www.worldscientific.com/worldscibooks/10.1142/5177#t=toc Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Soft computing approach to pattern recognition and image processing Soft computing Pattern perception Image processing Bildverarbeitung (DE-588)4006684-8 gnd Soft Computing (DE-588)4455833-8 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4455833-8 (DE-588)4040936-3 |
| title | Soft computing approach to pattern recognition and image processing |
| 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, Ashish Ghosh, Sankar K. Pal |
| title_fullStr | Soft computing approach to pattern recognition and image processing editors, Ashish Ghosh, Sankar K. Pal |
| title_full_unstemmed | Soft computing approach to pattern recognition and image processing editors, Ashish 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 | Soft computing Pattern perception Image processing Bildverarbeitung (DE-588)4006684-8 gnd Soft Computing (DE-588)4455833-8 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Soft computing Pattern perception Image processing Bildverarbeitung Soft Computing Mustererkennung |
| url | http://www.worldscientific.com/worldscibooks/10.1142/5177#t=toc |
| work_keys_str_mv | AT ghoshashish softcomputingapproachtopatternrecognitionandimageprocessing AT palsankark softcomputingapproachtopatternrecognitionandimageprocessing |