Now showing items 1-10 of 906
Land use image classification through optimum-path forest clustering
Land use classification has been paramount in the last years, since we can identify illegal land use and also to monitor deforesting areas. Although one can find several research works in the literature that address this ...
Algorithms of Expert Classification Applied in Quickbird Satellite Images for Land Use Mapping
(Instituto de Investigaciones Agropecuarias, INIA, 2009)
Linear spectral mixture analysis of TM data for land-use and land-cover classification in Rondônia, Brazilian Amazon.
(In: SYMPOSIUM ON GEOSPATIAL THEORY, PROCESSING AND APPLICATIONS; SYMPOSIUM SUR LA THÉORIE, LES TRAITEMENTS ET LES APPLICATIONS DES DONNÉES GÉOSPATIALES, Otawa 2002., 2002)
Multispectral Classification of Remote Sensing Imagery for Archaeological Land Use Analysis: Prospective Study
(Institute of Electrical and Electronics Engineers, 2010-07)
LAND-COVER CLASSIFICATION THROUGH SEQUENTIAL LEARNING-BASED OPTIMUM-PATH FOREST
Sequential learning-based pattern classification aims at providing more accurate labeled maps by adding an extra step of classification using an augmented feature vector. In this paper, we evaluated the robustness of ...
Improving land cover classification through contextual-based optimum-path forest
(Elsevier B.V., 2015-12-10)
Traditional machine learning algorithms very often assume statistically independent data samples. However, this is clearly not the case in remote sensing image applications, in which pixels present spatial and/or temporal ...
UNSUPERVISED LAND-COVER CLASSIFICATION THROUGH HYPER-HEURISTIC-BASED HARMONY SEARCH
Unsupervised land-cover classification aims at learning intrinsic properties of spectral and spatial features for the task of area coverage in urban and rural areas. In this paper, we propose to model the problem of ...
Principles for life cycle inventories of land use on a global scale
(Springer Heidelberg, 2013-07)
Purpose To assess the diverse environmental impacts of land use, a standardization of quantifying land use elementary flows is needed in life cycle assessment (LCA). The purpose of this paper is to propose how to ...
Land-cover classification in the Brazilian Amazon with satélite images: towards increasing accuracy.
(In: LBA-ECO SCIENCE TEAM MEETING, 10., 2006. Brasília, DF. Abstracts... Brasília: LBA-ECO, 2006., 2006)