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2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN), 2017
Satellite image processing plays a vital role for research and developments in Astronomy, Remote Sensing, GIS, Agriculture Monitoring, Disaster Management and many other fields of study. Satellite images are recorded in digital forms and then processed by the computers to extract information.
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Satellite image processing plays a vital role for research and developments in Astronomy, Remote Sensing, GIS, Agriculture Monitoring, Disaster Management and many other fields of study. Satellite images are recorded in digital forms and then processed by the computers to extract information.
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Roof detection on satellite images
2017 25th Signal Processing and Communications Applications Conference (SIU), 2017In digital image classification processes, image pixels are separated according to some features that they have. Satellite images are digital images that are taken by a satellite vehicle through some sensors which perceive the specific wavelength of the light.
Saglam, Ali, Baykan, Nurdan Akhan
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Satellite Image Classification
2019This chapter presents the traditional supervised classification methods and then focuses on the state of the art automated satellite image classification methods such as Nearest Neighbours, Naive Bayes, Support Vector Machine (SVM), Discriminant Analysis, Random Forests, Decision Trees, Semi-supervised, Convolutional neural network Models, Deep ...
Surekha Borra +2 more
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2019
Remote Sensing technology senses and measures the radiation or reflectance of samples of distant objects, and allows extraction of information which includes detection and recognition of objects and its coverage. Image classification methods identify the objects represented by each pixel in the satellite image based on its spectral wavelength and time ...
Surekha Borra +2 more
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Remote Sensing technology senses and measures the radiation or reflectance of samples of distant objects, and allows extraction of information which includes detection and recognition of objects and its coverage. Image classification methods identify the objects represented by each pixel in the satellite image based on its spectral wavelength and time ...
Surekha Borra +2 more
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Satellite Image Understanding Through Synthetic Images
1983It is now widely recognized in the Scene Analysis community that further significant advances in computer based methods for image understanding will come about only through a solid comprehension of the physics of the image forming process and the nature of the imaged scene.
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2002
Remote sensing, as a rapidly improving technology for gathering environmental data using a wide range of satellite platforms, plays a major role in spatio-temporal earth surface monitoring. Throughout this chapter we introduce the basic remote sensing methods and explain their use in GRASS. The tools for image processing and remote sensing applications
Markus Neteler, Helena Mitasova
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Remote sensing, as a rapidly improving technology for gathering environmental data using a wide range of satellite platforms, plays a major role in spatio-temporal earth surface monitoring. Throughout this chapter we introduce the basic remote sensing methods and explain their use in GRASS. The tools for image processing and remote sensing applications
Markus Neteler, Helena Mitasova
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2002
The provision of high-resolution imagery in the optical and/or microwave regions — on a commercial basis by several companies with their own space- and ground segments (spacecraft, sensor complement, control center, ground receiving stations, archives, distribution networks, and extensive software), and the operation of these entities along with the ...
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The provision of high-resolution imagery in the optical and/or microwave regions — on a commercial basis by several companies with their own space- and ground segments (spacecraft, sensor complement, control center, ground receiving stations, archives, distribution networks, and extensive software), and the operation of these entities along with the ...
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Classification of Satellite Images
2020In this work, we are creating a system to classify satellite images in order to extract information using image processing techniques. Classification of satellite images into used and unused areas and also subclassing of each of the classes into four different classes has been carried out.
N. Manohar +3 more
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Probabilistic Satellite Image Fusion
2009Remote sensing satellite images play an important role in many applications such as environment and agriculture lands monitoring. In such images the scene is usually observed with different modalities, e.g. wavelengths. Image Fusion is an important analysis tool that summarizes the available information in a unique composite image.
Farid Flitti +4 more
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Satellite Image Detection Using Image Processing
International Journal on Science and TechnologyA technique for locating objects and patterns in satellite-captured photos is called satellite image detection. Convolutional Neural Networks (CNNs), a kind of deep learning model, are used in this project to increase the accuracy and efficiency of this procedure.
G. Manjula - +4 more
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