Genetic algorithm-based parameter optimization for EO-1 Hyperion remote sensing image classification

Autonomous Vegetation Cover Scene Classification of Eo-1 Hyperion

Introduction: The Autonomous Sciencecraft Experiment (ASE) is a JPL-led, New Millennium Program mission containing new technology in the form of software to be flown on the Earth Observer-1 (EO1) satellite in early 2004 [1, 2]. This new technology will facilitate an artificially intelligent machine with autonomous science-driven capabilities. Among the ASE flight software is a set of onboard sc...

Remote Sensing Image Classification

DWT Based MMRF Segmentation Algorithm for Remote Sensing Image Processing

Image segmentation is very important for pattern recognition, ROI compression and information collection in remote sensing studies. In this paper, we propose an efficient image segmentation algorithm by using the Discrete Wavelet Frame Transform (DWFT) and Multiresolution Markov Random Field (MMRF). This algorithm avoids the over-segmentation that is common in other segmentation algorithms. Our...

Parallelized Dilate Algorithm for Remote Sensing Image

As an important algorithm, dilate algorithm can give us more connective view of a remote sensing image which has broken lines or objects. However, with the technological progress of satellite sensor, the resolution of remote sensing image has been increasing and its data quantities become very large. This would lead to the decrease of algorithm running speed or cannot obtain a result in limited...

An Algorithm for Remote Sensing Image Classification Based on Artificial Immune B –cell Network

In this paper a novel supervised classification algorithm (AIBN) for remote sensing image classification based on artificial immune B-Cell network is proposed. Even though some effective classifiers have been proposed in the field of Artificial Immune System, there are still some deficiencies in them. In AIBN, clone selection and immune network theories are used as mechanism for data training i...