[HTML][HTML] Object based image analysis for remote sensing

T Blaschke - ISPRS journal of photogrammetry and remote sensing, 2010 - Elsevier
Remote sensing imagery needs to be converted into tangible information which can be
utilised in conjunction with other data sets, often within widely used Geographic Information …

A survey of image classification methods and techniques for improving classification performance

D Lu, Q Weng - International journal of Remote sensing, 2007 - Taylor & Francis
Image classification is a complex process that may be affected by many factors. This paper
examines current practices, problems, and prospects of image classification. The emphasis …

Land use/land cover change detection and NDVI estimation in Pakistan's Southern Punjab Province

Y Hu, A Raza, NR Syed, S Acharki, RL Ray, S Hussain… - Sustainability, 2023 - mdpi.com
Land use/land cover (LULC) changes are among the most significant human-caused global
variations affecting the natural environment and ecosystems. Pakistan's LULC patterns have …

Remote sensing of irrigated agriculture: Opportunities and challenges

M Ozdogan, Y Yang, G Allez, C Cervantes - Remote sensing, 2010 - mdpi.com
Over the last several decades, remote sensing has emerged as an effective tool to monitor
irrigated lands over a variety of climatic conditions and locations. The objective of this …

Spectral resolution requirements for mapping urban areas

M Herold, ME Gardner… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
This study evaluated how spectral resolution of high-spatial resolution optical remote
sensing data influences detailed mapping of urban land cover. A comprehensive regional …

Super-resolution target identification from remotely sensed images using a Hopfield neural network

AJ Tatem, HG Lewis, PM Atkinson… - IEEE Transactions on …, 2001 - ieeexplore.ieee.org
Fuzzy classification techniques have been developed recently to estimate the class
composition of image pixels, but their output provides no indication of how these classes are …

Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site

G Mallinis, N Koutsias, M Tsakiri-Strati… - ISPRS Journal of …, 2008 - Elsevier
A multi-scale, object-based analysis of a Quickbird satellite image has been carried out to
delineate forest vegetation polygons in a natural forest in Northern Greece. Following a multi …

Assessment of very high spatial resolution satellite image segmentations

AP Carleer, O Debeir, E Wolff - Photogrammetric Engineering & …, 2005 - ingentaconnect.com
Since 1999, very high spatial resolution satellite data represent the surface of the Earth with
more detail. However, information extraction by per pixel multispectral classification …

Sub‐pixel mapping of rural land cover objects from fine spatial resolution satellite sensor imagery using super‐resolution pixel‐swapping

MW Thornton, PM Atkinson… - International Journal of …, 2006 - Taylor & Francis
Mapping rural land cover features, such as trees and hedgerows, for ecological applications
is a desirable component of the creation of cartographic maps by the Ordnance Survey …

Improving the accuracy of land use and land cover classification of landsat data in an agricultural watershed

P Dash, SL Sanders, P Parajuli, Y Ouyang - Remote Sensing, 2023 - mdpi.com
Classification of remotely sensed imagery for reliable land use and land cover (LULC)
remains a challenge in areas where spectrally similar LULC features occur. For example …