Towards automatic detection of coastlines from satellite imagery
2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628) - Tập 2 - Trang 897-900 vol.2
Tóm tắt
An approach towards automatic coastline detection from satellite imagery through edge detection techniques is presented. Linear transformations, such as Gaussian filtering and nonlinear transformations, such as median, adaptive and morphological filtering, are combined towards image smoothing and enhancement. Two edge detectors are applied, a morphological Laplacian operator and the classical Canny threshold detector. The coastline connectivity is recovered with a combination of nonlinear morphological transformations. The results appear promising.
Từ khóa
#Image edge detection #Satellites #Data mining #Smoothing methods #Detectors #Image resolution #Adaptive filters #Remote sensing #Nonlinear filters #FilteringTài liệu tham khảo
10.1137/0729052
lee, 1990, Morphological Edge Detection, IEEE Trans Pattern Anal Mach Intellig, 12, 629
10.1016/0734-189X(89)90131-X
thompson, 1993, Image Processing Toolbox
karantzalos, 2000, Edge Extraction from aerial and satellite images
10.1016/S0010-4825(98)00049-3
10.1016/S0165-1684(97)00061-3
argialas, 1990, Computational Image Interpretation Models: An overview and a Perspective, Photogrammetic Engineering and Remote Sensing, 56, 871
10.1016/S0165-1684(98)00204-7
maragos, 2000, Morphological Image Analysis and Signal Processing, Copyright 1995
guillen, 1998, Adaptive nonlinear filters for 2D and 3D image enhancement, Signal Processing, 67, 237, 10.1016/S0165-1684(98)00042-5
10.1016/S0165-1684(96)00125-9
al-garni, 2000, Digital Mapping Horizons That Deserve the Prestige and the Outcome of the New Century, International Archives of Photogrammetry and Remote Sensing, xxxiii, 355
maragos, 1998, Partial Differential Equations and Curve Evolution in Image Analysis and Computer Vision, Proc of European Signal Process Conf