Machine Vision and Advanced Image Processing in Remote Sensing

Transcription

1 I. Kanellopoulos G.G.Wilkinson T. Moons (Eds.) Machine Vision and Advanced Image Processing in Remote Sensing Proceedings of Concerted Action MAVIRIC (Machine Vision in Remotely Sensed Image Comprehension) With 165 Figures and 13 Tables Springer

2 Foreword... Introduction Part I. Image Processing and Computer Vision Methods for Remote Sensing Data Recent Developments in Remote Sensing Technology and the Importance of Computer Vision Analysis Techniques Graeme G. Wilkinson 5 Posing Structural Matching in Remote Sensing as an Optimisation Problem Peter Forte and Graeme A. Jones 12 Detail-Preserving Processing of Remote Sensing Images Silvana Dellepiane 23 Multi-Channel Remote Sensing Data and Orthogonal Transformations for Change Detection Allan Aasbjerg Nielsen 37 Aspects of Multi-Scale Analysis for Managing Spectral and Temporal Coverages of Space-Borne High-Resolution Images Bruno Aiazzi, Luciano Alparone, Alessandro Barducci, Stefano Baronti, Roberto Carla, and Ivan Pippi 49 Structural Inference Using Deformable Models Jens Michael Carstensen, Rune Fisker, Nette Schultz, and Torsten Dorge 61 Terrain Feature Recognition Through Structural Pattern Recognition, Knowledge-Based Systems, and Geomorphometric Techniques Dimitris P. Argialas 72

3 Part II. High Resolution Data Environmental Mapping Based on High Resolution Remote Sensing Data Kolbeinn Arnason and Jon Atli Benediktsson 89 Potential Role of Very High Resolution Optical Satellite Image Pre-Processing for Product Extraction. P. Boekaerts, V. Christopoulos, A. Munteanu, and J. Cornells 100 Forestry Applications of High Resolution Imagery Tuomas Hame, Mikael Holm, Susanna Rautakorpi, and Eija Parmes... Ill Image Analysis Techniques for Urban Land Use Classification. The Use of Kernel Based Approaches to Process Very High Resolution Satellite Imagery Charalambos C. Kontoes 121 Part III. Visualisation, 3D and Stereo Automated Change Detection in Remotely Sensed Imagery Joseph Mundy and Rupert Curwen 137 A 3-Dimensional Multi-View Based Strategy for Remotely Sensed Image Interpretation Theo Moons, David Frere, and Luc Van Gool 148 3D Exploitation of SAR Images Regine Bolter and Axel Pinz 160 Visualizing Remotely Sensed Depth Maps using Voxels Nilo Stolte 170 Three Dimensional Surface Registration of Stereo Images and Models from MR Images Henning Nielsen, Lasse Riis 0stergaard, and David Le Gall 181 Exploring Multi-Dimensional Remote Sensing Data with a Virtual Reality System Walter Di Carlo 189

4 Part IV. Image Interpretation and Classification Information Mining in Remote Sensing Image Archives Mihai Datcu, Klaus Seidel, and Gottfried Schwarz 199 Fusion of Spatial and Temporal Information for Agricultural Land Use Identification - Preliminary Study for the VEGETATION Sensor Jean-Paul Berroir 213 Rule-based Identification of Revision Objects in Satellite Images Camilla Mahlander and Dan Rosenholm 219 Land Cover Mapping from Optical Satellite Images Employing Subpixel Segmentation and Radiometric Calibration Werner Schneider 229 Semi-Automatic Analysis of High-Resolution Satellite Images Wim Mees and Marc Acheroy 238 Density-Based Unsupervised Classification for Remote Sensing Cees H. M. van Kemenade, Han La Poutre, and Robert J. Mokken Classification of Compressed Multispectral Data Frank Tintrup, Cristina Perra, and Gianni Vernazza 259 Part V. Segmentation and Feature Extraction Detection of Urban Features Using Morphological Based Segmentation and Very High Resolution Remotely Sensed Data Martino Pesaresi and Ioannis Kanellopoulos 271 Non-Linear Line Detection Filters Isabelle Gracia and Maria Petrou 285 Fuzzy Clustering and Pyramidal Hough Transform for Urban Features Detection in High Resolution SAR Images Eugenio Costamagna, Paolo Gamba, Giacomo Sacchi, and Pietro Savazzi295

5 x Table of Contents Detecting Nets of Linear Structures in Satellite Images Petia Radeva, Andres Sole, Antonio M. Lopez, and Joan Serrat 304 Satellite Image Segmentation Through Rotational Invariant Feature Eigenvector Projection Albert Pujol, Andres Sole, Daniel Ponsa, Javier Varona, and Juan Jose Villanueva 317 Supervised Segmentation by Region Merging Ben Gorte 328