Progressive band processing of automatic target generation process
2015 7th Workshop on Hyperspectral Image and Signal Processing …, 2015•ieeexplore.ieee.org
Automatic target generation process (ATGP) has been widely used for unsupervised target
detection. However, ATGP does not provide band information in target detection. This paper
develops a progressive band process of ATGP (PBP-ATGP) so that ATGP can be carried out
band by band progressively. Several advantages can be benefited resulting from PBP-
ATGP. Such band by band progression capability makes PBP-ATGP able to identify
significant bands for finding targets. This provides an effective means of selecting bands …
detection. However, ATGP does not provide band information in target detection. This paper
develops a progressive band process of ATGP (PBP-ATGP) so that ATGP can be carried out
band by band progressively. Several advantages can be benefited resulting from PBP-
ATGP. Such band by band progression capability makes PBP-ATGP able to identify
significant bands for finding targets. This provides an effective means of selecting bands …
Automatic target generation process (ATGP) has been widely used for unsupervised target detection. However, ATGP does not provide band information in target detection. This paper develops a progressive band process of ATGP (PBP-ATGP) so that ATGP can be carried out band by band progressively. Several advantages can be benefited resulting from PBP-ATGP. Such band by band progression capability makes PBP-ATGP able to identify significant bands for finding targets. This provides an effective means of selecting bands without performing band selection. Finally and most importantly, PBP-ATGP offers a progressive profile in target detection from band to band, a task for which no target detection techniques using full band information can provide.
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