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Polarimetric information can be retrieved directly from scattering vector or from reconstructed pseudo-Quad-Pol covariance matrix of CP SAR data. In this paper, we analysed features from Circular Transmit and Linear Receive (CTLR) CP SAR data that are derived by taking both of these two methods.<jats:italic>K<\/jats:italic>-means clustering followed by accuracy assessment was also implemented for performance evaluation. Through experiments that were conducted based on L-band UAVSAR fully polarimetric data, it was found that optimum extraction methods varied for different features. The histogram analysis and segmentation results also demonstrated the comparable performance of CP SAR features in distinguishing different damping properties within oil slicks. This study proposed a framework of statistically analyzing polarimetric SAR (Pol-SAR) features and provided guidelines for determining optimum feature extraction methods from CP SAR data and for marine oil-spills detection and classification.<\/jats:p>","DOI":"10.1155\/2015\/631561","type":"journal-article","created":{"date-parts":[[2015,7,26]],"date-time":"2015-07-26T21:02:31Z","timestamp":1437944551000},"page":"1-14","source":"Crossref","is-referenced-by-count":15,"title":["Comparisons of Circular Transmit and Linear Receive Compact Polarimetric SAR Features for Oil Slicks Discrimination"],"prefix":"10.1155","volume":"2015","author":[{"given":"Yu","family":"Li","sequence":"first","affiliation":[{"name":"Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong"},{"name":"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Lin","sequence":"additional","affiliation":[{"name":"Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong"},{"name":"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"},{"name":"Key Laboratory of Poyang Lake Wetland and Watershed Research, Ministry of Education, Jiangxi Normal University, Nanchang 330022, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanzhi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Beihang University, Beijing 100037, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/S0048-9697(99)00156-4"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2013.2297193"},{"key":"3","first-page":"24","volume":"39","year":"2007","journal-title":"Environmental Research, Engineering and Management"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802520741"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802339456"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.5772\/57477"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1080\/01431160600589161"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2013.2257603"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2109065"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2288336"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2012.2182760"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2012.2199760"},{"issue":"99","key":"15","first-page":"1","year":"2014","journal-title":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"},{"issue":"99","key":"16","first-page":"1","volume":"pp","year":"2014","journal-title":"IEEE Journal of Oceanic Engineering"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2011.2109065"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.895883"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2010.2084970"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.919143"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2008.2000925"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1029\/2011gl047013"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/36.551935"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2287916"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/631561.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/631561.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/631561.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T15:36:21Z","timestamp":1589556981000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2015\/631561\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":22,"alternative-id":["631561","631561"],"URL":"https:\/\/doi.org\/10.1155\/2015\/631561","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"type":"print","value":"1687-725X"},{"type":"electronic","value":"1687-7268"}],"subject":[],"published":{"date-parts":[[2015]]}}}