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EXPERIMENTAL RESULTS ON CHANGE DETECTION BASED ON BAYES PROBABILITY THEOREM
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för matematik och naturvetenskap.
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för matematik och naturvetenskap.ORCID-id: 0000-0002-6643-312X
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för matematik och naturvetenskap.
Vise andre og tillknytning
2015 (engelsk)Inngår i: 2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), IEEE Communications Society, 2015, s. 318-321Konferansepaper, Publicerat paper (Fagfellevurdert)
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Abstract [en]

In this paper we propose a new change detection (CD) algorithm based on the Bayes theorem and probability assignments. Differently from any kind of likelihood ratio test (LRT) algorithms, the proposed algorithm does not present target alarms, but the probability of certain image position is a target position. In other words, the proposed method leads to quantitative estimates on the probability of a target at any pixel, whereas LRT algorithms can only be used as a figure of merit for any pixel to contain a target.

sted, utgiver, år, opplag, sider
IEEE Communications Society, 2015. s. 318-321
Serie
IEEE International Symposium on Geoscience and Remote Sensing IGARSS, ISSN 2153-6996
Emneord [en]
Change detection; CARABAS; Bayes Theorem; SAR
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Identifikatorer
URN: urn:nbn:se:bth-11857ISI: 000371696700082ISBN: 978-1-4799-7929-5 (tryckt)OAI: oai:DiVA.org:bth-11857DiVA, id: diva2:925364
Konferanse
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 26-31, 2015, Milan, ITALY
Tilgjengelig fra: 2016-05-02 Laget: 2016-05-02 Sist oppdatert: 2016-09-28bibliografisk kontrollert

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Machado, RenatoPettersson, Mats I.Vu, Viet Thuy

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