Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information

ISPRS Journal of Photogrammetry and Remote Sensing - Tập 58 Số 3-4 - Trang 239-258 - 2004
U. Benz1, Peter Hofmann1, G. Willhauck1, Iris Lingenfelder1, Markus Heynen1
1Definiens Imaging GmbH, Trappentreustr. 1, D-80339 Munich, Germany

Tóm tắt

Từ khóa


Tài liệu tham khảo

Baatz, 2002, Bildobjekt-Primitive als Bausteine- Extraktion von Objekten of interest bzw. anthropogenen Objekten basierend auf der expliziten Kanteninformation von Bildobjekt-Primitiven, 179

Baatz, 2000, Multiresolution segmentation—an optimization approach for high quality multi-scale image segmentation, 12

Bandemer, 1995

Benz, 1999, Supervised fuzzy analysis of single and multi-channel SAR data, Transactions on Geoscience and Remote Sensing, 37, 1023, 10.1109/36.752221

Bezdek, 1992

Civanlar, 1986, Constructing membership functions using statistical data, IEEE Fuzzy Sets and Systems, 18, 1, 10.1016/0165-0114(86)90024-2

Coulde, 1996, A review of target decomposition theorems in radar polarimetry, IEEE Transactions on Geoscience and Remote Sensing, 34, 498, 10.1109/36.485127

Curlander, 1992, Rule based system for thematic classification in SAR imagery, 854

Daida, 1990, Object-oriented feature-tracking algorithms for SAR image of the marginal ice zone, IEEE Transactions on Geoscience and Remote Sensing, 28, 573, 10.1109/TGRS.1990.572956

Douglas, 1973, Algorithms for the reduction of the number of points required to represent a line or its caricature, Canadian Cartographer, 10, 112, 10.3138/FM57-6770-U75U-7727

Ghassemian, 1988, Object-oriented feature extraction method for image data compaction, IEEE Control Systems Magazine, 8, 42, 10.1109/37.476

Gopal, 1996, Remote sensing of forest change using artificial neural networks, IEEE Transactions on Geoscience and Remote Sensing, 34, 398, 10.1109/36.485117

Haralick, 1992, vol. I, 453

Haverkamp, 1992, The use of expert systems in combination with active and passive microwave data to classify sea ice, NASA Report, 1625

Heene, 2000, Optimisation of a coastline extraction algorithm for object-oriented matching of multisensor satellite imagery, vol. 6, 2632

Jaeger, 2000, Measures of classification accuracy based on fuzzy similarity, IEEE Transactions on Geoscience and Remote Sensing, 38, 1462, 10.1109/36.843043

Manjunath, 1991, Unsupervised texture segmentation using Markov random field models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13, 478, 10.1109/34.134046

Mao, 1992, Texture classification and segmentation using multiresolution simultaneous autoregressive models, Pattern Recognition, 25, 173, 10.1016/0031-3203(92)90099-5

Maselli, 1996, Fuzzy classification of spatially degraded thematic mapper data for the estimation of sub-pixel components, International Journal of Remote Sensing, 17, 537, 10.1080/01431169608949026

Panjwani, 1995, Markov random field models for unsupervised segmentation of textured color images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17, 939, 10.1109/34.464559

Pierce, 1994, Knowledge-based classification of polarimetric SAR images, IEEE Transactions on Geoscience and Remote Sensing, 30, 697

Rosenfeld, 1976

Serpico, 1995, Classification of multisensor remote-sensing images by structured neural networks, IEEE Transactions on Geoscience and Remote Sensing, 33, 562, 10.1109/36.387573

Tsatsoulis, 1993, Expert systems in remote sensing applications, IEEE Geoscience and Remote Sensing Newsletter June, 7

UserGuide eCognition, 2003. Website: www.definiens_imaging.com (accessed September 01, 2003).

Zadeh, 1965, Fuzzy Sets IEEE Transactions Information and Control, 8, 338, 10.1016/S0019-9958(65)90241-X