[PDF] Top 20 Applications of fourier-based features for classification of synthetic aperture radar imagery

... This Thesis is brought to you for free and open access by the Thesis/Dissertation Collections at RIT Scholar Works. It has been accepted for inclusion in Theses by an authorized administrator of RIT Scholar Works. For ... See full document

... terrain features accurately. Hence classification of image is needed to observe different terrain features in original ...image classification into different terrain features with ... See full document

... in radar backscatter depending on conditions under formation and exerted forces by winds and ...these features and backscatter intensities are not increased ... See full document

... supervised classification method based on the Mahalanobis distance for levee slide detection using complex SAR imagery is ...SAR imagery from the NASA JPL’s ...used based on the ... See full document

... The classification algorithm adopted here is a supervised Mahalanobis distance classification for the identification of anomalies such as slough or slump slides on the ...a classification image to ... See full document

... different features in addition to power. Like other knowledge-based methods, the suggested method has two steps: ...of features are used here: complete covariance matrix, analytical values of H/a/A, ... See full document

... policies. Synthetic aperture radar systems are active remote sensing systems sovereign of weather and sun ...agricultural applications and analyses the problems and future development ... See full document

... multifeature- based, and ...a classification methodology for the various strategies under each taxon is ...SAR imagery are care- fully chosen, and relevant comments are pinpointed throughout this ... See full document

... the features for PolSAR image classification, a supervised PolSAR image classification method based on sparse representation is proposed in this ...for classification, namely, the ... See full document

... vision applications, we extend the usability of visual based CNNs into the Synthetic Aperture Radar (SAR) data domain without employing transfer ...the features extracted from ... See full document

... image classification from using few to many feature combinations, ...proving classification performance of remote sensing data, no color-based feature has been ...terrain classification ... See full document

... dual-polarized classification. An additional classifier based on the two single-channel thresholds was also investigated, because this will likely be less sensitive to rough rippled sediments, which were ... See full document

... to radar operating ...regarding features of clutter-embedded ...penetration radar like synthetic aperture ...transform based method ...attractive features like simple ... See full document

... a classification based on univariate and multivariate logistic regression of the field and SAR image data, we constructed maps of shellfish presence (Kappa statistics for calibration ... See full document

... was based on SAR image simulation using DEM and registering the original image to the simulated image to compensate these ...the features in the near range appear compressed compared to the far range ... See full document

... ideal way for any type of monitoring purpose. Satellites such as RADARSAT-1 and 2, ERS, or ENVISAT in C-band and TerraSAR-X (TSX) in X-band have proven the suitability of SAR sensors for investigating sea ice in Arctic ... See full document

... one based on original data and its transforms such as scattering-, coherent-matrix and backscattering intensity, second based on polarimetric target decompositions such as H/A/ α, 3-, 4-component and Touzi ... See full document

... coastal applications particularly by taking into account the short wave sea state with a non-conventional imaging ...estimated based on a combination of local wind information and the properties of image ... See full document

... geometrical features, such as target’s size, shape position and dominant ...is based on a linear approximation of the atmo- spheric delay with respect to the ... See full document

... Algorithm development for satellite synthetic aperture radar (SAR) classi fication and mapping of Great Lakes icecover, In 1998 Intl. Use of SAR data at the AlaskaRiverForecast Center, I[r] ... See full document