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BALANCED VS IMBALANCED TRAINING DATA:CLASSIFYING RAPIDEYE DATA WITH SUPPORT VECTOR MACHINES
Land cover classification Imbalanced training data Support Vector Machines RapidEye Agriculture
2016/11/23
The accuracy of supervised image classification is highly dependent upon several factors such as the design of training set (sample selection, composition, purity and size), resolution of input imager...
AUTOMATIC CLASSIFICATION METHODS OF HIGH-RESOLUTION SATELLITE IMAGES:THE PRINCIPAL COMPONENT ANALYSIS APPLIED TO THE SAMPLE TRAINING SET
Remote Sensing IKONOS Classification Land Cover Processing Georeferencing
2015/12/31
In Remote Sensing the various bands of multispectral data have not the same relevance in order to identify pixels inside a specific land cover class. The band algebra combines different images in orde...
HIGH-PERFORMANCE SAR SIMULATION ON RETAIL VIDEO GAMING CONSOLES FOR EDUCATION AND TRAINING PURPOSES
Computer-assisted Teaching SAR image Simulation E-learning Visualization
2015/12/22
For SAR education a combination of theoretical lectures and practical image analysis is advisable. Using podcasts for assisting the dissemination of background knowledge and retail video gaming consol...
A PRELIMINARY STUDY ON NEW TYPE OF REMOTE SENSING EDUCATION AND TRAINING SOFTWARE:DISCUSSION AND SUGGESTION
Computer-Assisted Teaching Joint- Education Image Understanding System Integration Decision Support
2015/12/22
The current remote sensing experimental teaching lacks excellent teaching software. Considering this problem, a systematic design thought about remote sensing curriculum experimental teachingsoftware ...
NEW PARADIGM, NEW APPROACHES: RESTRUCTURING GEOSPATIAL INFORMATION EDUCATION AND TRAINING IN A TRADITIONAL RESEARCH UNIVERSITY SETTING
Education Remote Sensing Photogrammetry GIS Technology Transfer
2015/1/23
The basic context within which education and training in photogrammetry, remote sensing, and GIS reside has changed dramatically over the last several years. Once considered rather separate areas of s...
INTERACTIVE EDUCATION ON THE WEB - EXPERIENCES IN DEVELOPMENT AND APPLICATION OF A COMPUTER ASSISTED TRAINING COURSE FOR REMOTE SENSING
Remote and web teaching CBT Remote Sensing Internet World Wide Web
2015/1/23
The World Wide Web provides new opportunities, which can contribute to combining lectures and seminars with the newest trends in science and technology worldwide. Consequently, PCs or workstations wit...
Automatic Training Sample Selection for a Multi-Evidence Based Crop Classification Approach
Crop Classification Training Vector Neural Satellite Imagery Learning
2014/9/29
An approach to use the available agricultural parcel information to automatically select training samples for crop classification is investigated. Previous research addressed the multi-evidence crop c...
SATELLITE BASED EDUCATION AND TRAINING IN REMOTE SENSING AND GEOINFORMATION: AN E-LEARNING APPROACH TO MEET THE GROWING DEMANDS IN INDIA
Remote Sensing GIS Training Web Based e-learning
2014/4/29
One of the prime activities of Indian Space Research Organisation’s (ISRO) Space Program is providing satellite communication
services, viz., television broadcasting, mobile communication, cyclone d...