Umfang:
1 Online-Ressource (xiv, 470 pages 199 illustrations)
ISBN:
1447112148
,
1447108337
,
9781447112143
,
9781447108337
Inhalt:
This volume contains the invited papers presented at ICAPR 98 - the International Conference on Advances in Pattern Recognition, held in Plymouth 23-25 November 1998. The papers included in this book cover topics in applied domains such as image processing; medical analysis; neural and evolutionary computing; speech recognition; document and character recognition; fuzzy data analysis; pattern recognition and will be of great interest to researchers, industry as well as academia
Inhalt:
PLENARY SESSIONS: Looking for awareness in the brain -- J Taylor. Pattern classification: Fusion of information -- J Kittler. Database retrieval oriented approach for model-based object recognition -- G Sudhir & B Bhanu -- IMAGE PROCESSING: Combined feature sets for texture classification -- L Ng, M Nixon & J Carter. Using CBR learning for the low-level and high-level unit of an image interpretation system -- P Perner. Application of the trace transform to change detection -- A Kadyrov & M Petrou. Using natural language and video data to query and learn American Football plays -- M Lazarescu, S Venkatesh, G West & T Caelli. Invariant content-based image retrieval using the Fourier-Mellin transform -- R Milanese, M Cherbuliez & T Pun. Performance assessment of edge-based range image segmentation -- X Jiang & H Bunke. Image variability decomposition for recovering pose and illumination from object tracking -- P Belhumeur & G Hager. On increasing the objectiveness of segmentation results -- P Zingaretti & A Carbonaro. Color-based moment invariants for viewpoint and illumination independent recognition of planar color patterns -- F Mindru, T Moons & L Van Gool -- MEDICAL ANALYSIS: Error and shape measurement tools for cardiac projection images: A closer look -- J Suri. Recent advances towards a model-based pattern-recognition approach for the left ventricle boundary estimation -- J Suri, R Haralick & F Sheehan. An approach to dynamic modelling and topographic feature extraction of Wake EEG -- D Lowe. Algorithms for fuzzy segmentation -- B Carvalho, C Gau, G Herman and T Kong. NEURAL AND EVOLUTIONARY COMPUTING: Unsupervised learning without overfitting: Empirical risk approximation as an induction principle for reliable clustering -- J Buhmann & M Held. Application of neural networks to vehicle recognition and tracking -- P Dainty, J Boyce, C Dimitropoulos, P Edmundson, D Toulson & M Bernhardt. An artificial neural network encoding an invariant Sammon map for real-time projection of patterns from odour sensor arrays -- K Persaud & H Byun. Probabalistic and other neural nets in multi-hole probe calibration and flow angularity pattern recognition -- S Baskaran, N Ramachandran & D Noever. Beyond PaRADISE: Extensions to a neural network for visual object recognition -- I France & A Duller. Parallel decomposition of generic morphological structuring elements -- A Broggi & A Fascioli. Neural learning of spiral structures -- S Singh. Ranking pattern recognition features for neural networks -- W Wang, P Jones & D Partridge -- SPEECH RECOGNITION: A hybrid approach to pattern matching for text-to-speech conversion -- C Tan, Y Chen & P Wu. Robust speech recognition using fuzzy matrix/vector quantisation, neural networks and hidden Markov models -- L Cong & S Ashgar. An experimental study on confidence measures for robust speech recognition -- Li Jiang & X Huang. Refinement of a structured language model -- C Chelba & F Jelinek -- DOCUMENT AND CHARACTER ANALYSIS: An adaptative pre-processing for on-line hand-written character recognition by blind people -- R de Saint Moulin, J Legat & Y Deville. Categorizing document images into script and language classes -- C Suen, S Bergler, B Waked, N Nobile, C Nadal & A Bloch. Table recognition and labelling using intrinsic layout features -- T Kieninger & A Dengel. Recognition of printed Arabic text via machine learning -- A Amin. A deterministic algorithm for reconstructing off-line calligraphical strokes with priority rules -- D Hung & J Cheng. Off-line handwritten Chinese character recognition based on structural features and fuzzy ARTMAP -- N Murshed, A Amin & S Singh. Agent-based text extraction from pyramid images -- C Tan, B Yuan & C Ang -- PATTERN RECOGNITION: Vector quantization and minimum description length -- H Bischof & A Leonardis. Localized soft subspace pattern classification -- T Balachander & R Kothari. A quantum leap to advances in pattern recognition -- P Marcer. A comparative study of string dissimilarity measures in structural clustering -- A Fred & J Leitao. Support vector machines and linear spectral unmixing for remote sensing -- M Brown & H Lewis. Why classical models for pattern recognition are not pattern recognition models -- L Goldfarb & J Hook. Pattern discovery in time-orientated data -- M Saraee, G Koundouakis & B Theodoulidis. Adaptive graphical pattern recognition: The joint role of structure and learning -- M Diligenti, M Gori, M Maggini & E Martinelli -- TUTORIALS: Classification using networks of Normalized radial basis function -- G Bugmann. Pattern recognition -- A pillar in the sensor fusion edifice or vice-versa? -- B Dasarathy
Weitere Ausg.:
Print version ISBN 9781447112143
Sprache:
Englisch
Schlagwort(e):
Konferenzschrift
DOI:
10.1007/978-1-4471-0833-7
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