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Chapitre D'ouvrage Année : 2011

Some applications to image processing: pattern recognition

Résumé

This chapter considers applications that aims to recognize shapes starting from a dictionary or a library. The chapter describes a model that represents waveforms acquired with LIDAR systems using a sum of parametric functions where the most suited function is chosen, from a given library, for each mode of the LIDAR waveform. It proposes a method based on marked point processes that is detailed in [MAL 10]. The chapter presents an algorithm for reconstructing buildings in 3D.
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Dates et versions

hal-02384746 , version 1 (28-11-2019)

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Florent Lafarge, Clément Mallet. Some applications to image processing: pattern recognition. Xavier Descombes. Stochastic geometry for image analysis, ISTE editions, pp.287-323, 2011, ⟨10.1002/9781118601235.ch9⟩. ⟨hal-02384746⟩
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