Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery

QR Code

Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery

Accurate information on the conditions of road asphalt is necessary for economic development and transportation management. In this study, object-based image analysis (OBIA) rule-sets are proposed based on feature selection technique to extract road asphalt conditions (good and poor) using WorldView...

Full description

Bibliographic Details
Main Authors:	Shahi, Kaveh, Mohd Shafri, Helmi Zulhaidi, Hamedianfar, Alireza
Format:	Article
Language:	English
Published:	Taylor & Francis 2016
Online Access:	http://psasir.upm.edu.my/id/eprint/63004/ http://psasir.upm.edu.my/id/eprint/63004/1/Road%20condition%20assessment%20by%20OBIA.pdf

Similar Items

A novel spectral index to automatically extract road networks from WorldView-2 satellite imagery
by: Shahi, Kaveh, et al.
Published: (2015)

Roof material detection based on object-based approach using WorldView-2 satellite imagery
by: Taherzadeh, Ebrahim, et al.
Published: (2014)

A novel spectral index for automatic shadow detection in urban mapping based on WorldView-2 satellite imagery
by: Shahi, Kaveh, et al.
Published: (2014)

Development of fuzzy rule-based parameters for urban object-oriented classification using very high resolution imagery
by: Hamedianfar, Alireza, et al.
Published: (2014)

A novel spectral index for automatic shadow detection in urban mapping based on WorldView-2 satellite imagery.
by: Shahi, Kaveh, et al.
Published: (2014)

Integrated approach using data mining-based decision tree and object-based image analysis for high-resolution urban mapping of WorldView-2 satellite sensor data
by: Hamedianfar, Alireza, et al.
Published: (2016)

Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data
by: Hamedianfar, Alireza, et al.
Published: (2014)

Development of spectral indices for roofing material condition status detection using field spectroscopy and WorldView-3 data
by: Samsudin, Sarah Hanim, et al.
Published: (2016)

Development of a new technique for road extraction and pavement surface condition mapping at primary level using worldview-2 satellite imagery
by: Shahi, Kaveh
Published: (2017)

Spatio-statistical optimization of image segmentation process for building footprint extraction using very high-resolution WorldView 3 satellite data
by: Norman, Masayu, et al.
Published: (2020)

Development of a generic model for the detection of roof materials based on an object-based approach using WorldView-2 satellite imagery
by: Taherzadeh, Ebrahim, et al.
Published: (2013)

Combining object-based classification and data mining algorithm to classify urban surface materials from worldview-2 satellite image
by: Hamedianfar, Alireza, et al.
Published: (2014)

Development of transferable rule-sets for urban areas using QuickBird satellite imagery
by: Tathiri, Anahita, et al.
Published: (2014)

Testing the discrimination and detection limits of WorldView-2 imagery on a challenging invasive plant target
by: Robinson, T., et al.
Published: (2016)

UAV-based approach to extract topographic and as-built information by utilising the OBIA technique
by: Sibaruddin, Hairie Ilkham, et al.
Published: (2018)

A Spatiotemporal Ontology of Informal Settlements using a combination of OBIA-RF with Worldview-3 and Landsat data
by: Alrasheedi, Khlood Ghalibr, et al.
Published: (2024)

Performance of Sentinel-2A remote sensing system for urban area mapping in Malaysia via pixel-based and OBIA methods
by: Amir Tan, Adhwa, et al.
Published: (2021)

Semi-automatic detection and counting of oil palm trees from high spatial resolution airborne imagery
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2011)

The use of WorldView-2 satellite data in urban tree species mapping by object-based image analysis technique
by: Razieh Shojanoori,, et al.
Published: (2016)

Generic rule-sets for automated detection of urban tree species from very high-resolution satellite data
by: Shojanoori, Razieh, et al.
Published: (2018)

A rule-based parameter aided with object-based classification approach for extraction of building and roads from WorldView-2 images
by: Ziaei, Zahra, et al.
Published: (2014)

Monitoring urban green space (UGS) changes by using high resolution aerial imagery: a case study of Kuala Lumpur, Malaysia
by: Abu Kasim, Junainah, et al.
Published: (2019)

Remote-Sensed Mapping of Sargassum spp. Distribution around Rottnest Island, Western Australia using High Spatial Resolution WorldView-2 Satellite Data
by: Hoang Cong, Tin, et al.
Published: (2016)

A comparison of hyperspectral data and worldview-2 images to detect impervious surface.
by: Taherzadeh, Ebrahim, et al.
Published: (2012)

Hyperspectral imagery for mapping disease infection in oil palm plantation using vegetation indices and red edge techniques
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2009)

Spectral feature selection and classification of roofing materials using field spectroscopy data
by: Samsudin, Sarah Hanim, et al.
Published: (2015)

Transformer-based semantic segmentation for large-scale building footprint extraction from very-high resolution satellite images
by: A. Gibril, Mohamed Barakat, et al.
Published: (2024)

MLS-assisted validation of WorldView-2 panchromatic image for estimating Pinus sylvestris crown height
by: Lin, Y., et al.
Published: (2015)

Improvement on rooftop classification of worldview-3 imagery using object-based image analysis
by: Norman, Masayu
Published: (2019)

Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images
by: Hamedianfar, Alireza, et al.
Published: (2014)

Detection of roof materials based on an object-oriented approach using worldview-2 satellite imagery
by: Mobarakeh, Ebrahim Taherzadeh
Published: (2014)

Identification of onshore features for delineation of the land water interface and their spatial-temporal variation using high resolution imagery
by: Liu, Xin, et al.
Published: (2011)

Alcohol imagery on popularly viewed television in the UK
by: Lyons, Ailsa, et al.
Published: (2013)

Murad Wilfried Hofmann's views of the western worldview on religon: an analysis
by: Omercic, Semir, et al.
Published: (2017)

The epistemological basis of the islamic worldview: an analysis of al-Attas' view
by: Abdullah, Fatimah
Published: (2011)

Young and mature oil palm tree detection and counting using convolutional neural network deep learning method
by: Abd Mubin, Nurulain, et al.
Published: (2019)

Lineament mapping in a tropical environment using Landsat imagery
by: Ramli, Mohammad Firuz, et al.
Published: (2009)

A joint Bayesian optimization for the classification of fine spatial resolution remotely sensed imagery using object-based convolutional neural networks
by: Azeez, Omer Saud, et al.
Published: (2022)

Land transformation assessment using the integration of remote sensing and GIS techniques: a case study of Al-Anbar Province, Iraq
by: Jasim, Mohammed A., et al.
Published: (2016)

Science at very high angular resolution with the square kilometre array
by: Godfrey, Leith, et al.
Published: (2012)