In this paper we propose a segmentation of finite support sequences based on the even/odd decomposition of a signal. The objective is to find a more compact representation of information. To this aim, the paper starts to generalize the even/odd decomposition by concentrating the energy on either the even or the odd part by optimally placing the centre of symmetry. Local symmetry intervals are thus located. The sequence segmentation is further processed by applying an iterative growth on the candidate segments to remove any overlapping portions. Experimental results show that the set of segments can be more eficiently compressed with respect to the DCT transformation of the entire sequence, which corresponds to the near optimal KLT transform of the data chosen for the experiment.

Representation of Signals by Local Symmetry Decomposition

GNUTTI, ALESSANDRO;GUERRINI, Fabrizio;LEONARDI, Riccardo
2015-01-01

Abstract

In this paper we propose a segmentation of finite support sequences based on the even/odd decomposition of a signal. The objective is to find a more compact representation of information. To this aim, the paper starts to generalize the even/odd decomposition by concentrating the energy on either the even or the odd part by optimally placing the centre of symmetry. Local symmetry intervals are thus located. The sequence segmentation is further processed by applying an iterative growth on the candidate segments to remove any overlapping portions. Experimental results show that the set of segments can be more eficiently compressed with respect to the DCT transformation of the entire sequence, which corresponds to the near optimal KLT transform of the data chosen for the experiment.
2015
Proceedings - 23rd European Signal Processing Conference (EUSIPCO 2015)
Ateneo di appartenenza
PE6_11 Machine learning, statistical data processing and applications using signal processing (eg. speech, image, video)
PE7_7 Signal processing
Esperti anonimi
Inglese
no
23rd European Signal Processing Conference (EUSIPCO 2015)
Aug. 31 - Sep. 4, 2015
Nice, France
Internazionale
ELETTRONICO
983
987
5
9780992862633
IEEE
Symmetry, 1-D segmentation, signal decomposition, compact representation, compression
http://www.eurasip.org/Proceedings/Eusipco/Eusipco2015/papers/1570104935.pdf
no
open
Gnutti, Alessandro; Guerrini, Fabrizio; Leonardi, Riccardo
273
info:eu-repo/semantics/conferenceObject
3
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/468354
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