DocumentCode :
3344781
Title :
Salient target detection method under sea surface environment based on multi-scale phase spectrum
Author :
Ren Lei ; Shi Chaojian ; Ran Xin
Author_Institution :
Merchant Marine Coll., Shanghai Maritime Univ., Shanghai, China
Volume :
2
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
977
Lastpage :
981
Abstract :
Multi-scale phase spectrum based salient target detection approach applied under sea surface environment is proposed in this paper. Visual attention models based on frequency domain are summarized and analyzed, on the basis of which a framework of visual attention approach using multi-scale phase spectrum is presented. Under the sea surface environment, multi-scale color and intensity channels are chose for salient target detection. The saliency map of sea surface image is obtained by fusion of color and intensity saliency maps from multi-scale phase spectrum. The proposed method is easier to implement than spectral residual based approaches and it can detect different size targets simultaneously. Results of experiments show satisfied performance of the new method.
Keywords :
geophysics computing; image colour analysis; marine engineering; object detection; seawater; sensor fusion; color saliency maps; frequency domain; intensity channels; intensity saliency maps; multiscale color; multiscale phase spectrum; salient target detection method; sea surface image; spectral residual based approaches; under sea surface environment; visual attention approach; visual attention models; Computational modeling; Frequency domain analysis; Image color analysis; Object detection; Sea surface; Strontium; Visualization; multi-scale; phase spectrum; sea surface environment; spectral residual; visual attention;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
ISSN :
2157-9555
Print_ISBN :
978-1-4244-9950-2
Type :
conf
DOI :
10.1109/ICNC.2011.6022201
Filename :
6022201
Link To Document :
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