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Much of the background material on geo-object-based image analysis (GEOBIA) begins with a description of image segmentation and suggest it as the first stage of the process. Although this approach m...
In the last two decades, advances in computer technology, earth observation sensors and GIS science, led to the development of “Object-based Image Analysis (OBIA)” as an alternative to the tradition...
Confusion matrix and derived global indices (kappa, overall accuracy, producer accuracy) are widely accepted as a standard method for the accuracy assessment of land use/land cover maps. In order to ...
The ASTER sensor onboard NASA’s Earth observing satellite Terra is an optical remote sensor comprised of 14 spectral bands ranging from the visible to thermal infrared region. With its multispectral...
Object based image classification is applied to assess the upward advance of tree species in Finnish Lapland caused by the current global warming. An automated Feature Extraction Module (Fx) impleme...
The explosion of multimedia data necessitates effective and efficient ways for us to get access to our desired ones. In this article,we draw an analogy between image retrieval and text retrieval...
Traditional pixel-based image classification approaches have some limitations with the use of very high spatial resolution imagery. In recent years, object-based image analysis (OBIA) approaches has...
Rapid growing of population, a reliable solution is essential to monitor the changes and make the digital map revised. The need of fast decision making and complete control on problems is one of the...
In this paper, we draw an analogy between image retrieval and text retrieval and propose a visual phrase-based approach to retrieve images containing desired objects. The visual phrase is defined as a...

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