Distance measures for signal processing and pattern recognition
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Summary
Some classical results about error bounds in classification and feature selection for pattern recognition are recalled, which are obtained with the aid of properties of distance measures.
- Type
- article
- Published
- 1989-12-01
- Cited by
- 612
- References
- 52
- Access
- Open access
- OpenAlex
- https://openalex.org/W1963871118
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:119748039
Keywords
Algorithm, Mathematics, Signal processing, Artificial intelligence, Pattern recognition (psychology)
References
- A General Class of Coefficients of Divergence of One Distribution from Another
- Topics in statistical information theory
- Probability, Random Processes, And Ergodic Properties
- Differential metrics in probability spaces
- Distance measure for speech recognition based on the smoothed group delay spectrum
- A distance measure based on the derivative of linear prediction phase spectrum
- Spectral distance measures between Gaussian processes
- A Generalization of Ornstein's d Distance with Applications to Information Theory
- Distance measures for speech processing
- On information and distance measures, error bounds, and feature selection
- Comparative study of several distortion measures for speech recognition
- Optimal input signals for parameter estimation in dynamic systems--Survey and new results
- Segmentation of non-stationary time series
- A class of lower bounds on the Bayesian probability of error
- Spectral expressions of information measures of Gaussian time series and their relation to AIC and CAT
- Effectiveness of linear prediction characteristics of the speech wave for automatic speaker identification and verification.
- Axiomatic derivation of the principle of maximum entropy and the principle of minimum cross-entropy
- Mismatch Robustness of Linear Prediction and Its Relationship to Coding
- Mathematics Methods of Feature Selection in Pattern Recognition
- On the convexity of some divergence measures based on entropy functions
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- Subspace angles for fault detection
- Apport de l'imagerie multi et hyperspectrale pour l'évaluation de la pigmentation de la peau
- Diagnostic des systèmes à l'aide d'observateurs à mémoire finie. Application au Common Rail.
- Segmentation et indexation des signaux sonores musicaux
- Proximal methods for convex minimization of Phi-divergences : application to computer vision.
- Image registration using alpha-entropy measures and entropic graphs
- ON THE OPTIMISATION OF NOISE PRE-PROCESSING FOR A LOW BIT RATE PARAMETRIC SPEECH CODER
- Word confusability prediction in automatic speech recognition
- Parametric and nonparametric approaches for multisensor data fusion.
- Analyses statistiques des communications sur puce
- Extraction of regions of interest based on motion activity for video retrieval with partial query
- Attribute, Event Sequence, and Event Type Similarity Notions for Data Mining
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- A Real-World Spreading Experiment in the Blogosphere
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