Texture analysis approaches in modelling informal settlements: A review

D Matarira, O Mutanga, M Naidu - Geocarto International, 2022 - Taylor & Francis
Texture-based informal settlement (IS) mapping has gained attention in urban remote
sensing (RS) research. Numerous studies conducted on the use of texture analysis for IS …

Google earth engine for informal settlement mapping: a random forest classification using spectral and textural information

D Matarira, O Mutanga, M Naidu - Remote Sensing, 2022 - mdpi.com
Accurate and reliable informal settlement maps are fundamental decision-making tools for
planning, and for expediting informed management of cities. However, extraction of spatial …

Pixel-and feature-level fusion of hyperspectral and lidar data for urban land-use classification

Q Man, P Dong, H Guo - International Journal of Remote Sensing, 2015 - Taylor & Francis
The complexity of urban areas makes it difficult for single-source remotely sensed data to
meet all urban application requirements. Airborne light detection and ranging (lidar) can …

[HTML][HTML] Developing a mapping procedure for urban forests using online map services and Sentinel-2A images

J Jeong, CR Park - Urban Forestry & Urban Greening, 2023 - Elsevier
Accurate area statistics at the local government level are important for the scientific
management of urban forests. A more consistent and robust mapping of urban forests can …

Potential of ALOS-2 PALSAR-2 StripMap data for lithofacies identification and geological lineament mapping in vegetated fold-thrust belt of Nagaland, India

T Ghosh, S Hazra, AK Das - Advances in Space Research, 2022 - Elsevier
In this study statics-based textural analysis GLCM (Grey Level Co-occurrence Matrix) of high
resolution L band SAR data from ALOS-2 of JAXA has been used to discriminate between …

[PDF][PDF] Implementing Support Vector Machine Algorithm for Early Slum Identification in Yogyakarta City, Indonesia Using Pleiades Images

P Widayani, A Fadilah, IZ Irawan, K Ghosh - Forum Geografi, 2023 - core.ac.uk
Slums are one of the urban problems that continue to get the attention of the government
and the city of Yogyakarta. Over time, cities continue to experience changes in land use due …

Performance evaluation of pansharpening Sentinel 2A imagery for informal settlement identification by spectral-textural features

D Matarira, O Mutanga, M Naidu - … of the Royal Society of South …, 2022 - journals.co.za
The diversity of informal settlement morphologies across locales makes their mapping
inherently challenging in heterogeneous urban landscapes. The aim of this study was to …

Combining multi-scale textural features from the panchromatic bands of high spatial resolution images with ANN and MLC classification algorithms to extract urban …

M Saboori, A Asghar Torahi… - International Journal of …, 2019 - Taylor & Francis
High spatial resolution images have been increasingly used for urban land-use
classification, but high spectral variations within same land use, the spectral confusion …

A new multistep approach to identify leaf-off poplar plantations using airborne imagery

RA Khorrami, Z Naeimi, M Wing, H Ahani… - Journal of Geographic …, 2022 - scirp.org
Identification of type of leafless trees using both fall imagery and field-based surveys is a
global concern in the forest science community. Few studies were devoted to separate …

[PDF][PDF] GLCM based parallel texture segmentation using a multicore processor

S Dawwd - Entropy, 2019 - iajit.org
This paper investigates the using of Gray Level Co-Occurrence Matrix (GLCM) based on
supervised texture segmentation. In most texture segmentation methods, the processing …