Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data
Urbanization is commonly accepted as an important contributor to the growth of man-made structures and as a rapid convertor of natural environments to impervious surfaces. Roofs are one class of impervious surface whose materials can highly influence the quality of urban surface water. In this study...
| Main Authors: | Hamedianfar, Alireza, Mohd Shafri, Helmi Zulhaidi, Mansor, Shattri, Ahmad, Noordin |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis
2014
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/37983/ http://psasir.upm.edu.my/id/eprint/37983/1/Improving%20detailed%20rule-based%20feature%20extraction%20of%20urban%20areas%20from%20WorldView-2%20image%20and%20lidar%20data.pdf |
Similar Items
Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery
by: Shahi, Kaveh, et al.
Published: (2016)
by: Shahi, Kaveh, et al.
Published: (2016)
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)
by: Hamedianfar, Alireza, et al.
Published: (2016)
Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images
by: Hamedianfar, Alireza, et al.
Published: (2014)
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)
by: Samsudin, Sarah Hanim, et al.
Published: (2016)
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)
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)
by: Tathiri, Anahita, et al.
Published: (2014)
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)
by: Razieh Shojanoori,, et al.
Published: (2016)
Development of fuzzy rule-based parameters for urban object-oriented classification using very high resolution imagery
by: Hamedianfar, Alireza, et al.
Published: (2014)
by: Hamedianfar, Alireza, et al.
Published: (2014)
A novel spectral index to automatically extract road networks from WorldView-2 satellite imagery
by: Shahi, Kaveh, et al.
Published: (2015)
by: Shahi, Kaveh, et al.
Published: (2015)
A novel spectral index for automatic shadow detection in urban mapping based on WorldView-2 satellite imagery
by: Shahi, Kaveh, et al.
Published: (2014)
by: Shahi, Kaveh, et al.
Published: (2014)
Roof material detection based on object-based approach using WorldView-2 satellite imagery
by: Taherzadeh, Ebrahim, et al.
Published: (2014)
by: Taherzadeh, Ebrahim, et al.
Published: (2014)
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)
by: Norman, Masayu, et al.
Published: (2020)
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)
by: Ziaei, Zahra, et al.
Published: (2014)
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)
by: Taherzadeh, Ebrahim, et al.
Published: (2013)
A novel spectral index for automatic shadow detection in urban mapping based on WorldView-2 satellite imagery.
by: Shahi, Kaveh, et al.
Published: (2014)
by: Shahi, Kaveh, et al.
Published: (2014)
Integration of object-based image analysis and data mining techniques for detailes urban mapping using remote sensing
by: Hamedianfar, Alireza
Published: (2015)
by: Hamedianfar, Alireza
Published: (2015)
Object-based classification of QuickBird image and low point density LIDAR for tropical trees and shrubs mapping
by: Yusuf, Badronnisa, et al.
Published: (2015)
by: Yusuf, Badronnisa, et al.
Published: (2015)
A comparison of hyperspectral data and worldview-2 images to detect impervious surface.
by: Taherzadeh, Ebrahim, et al.
Published: (2012)
by: Taherzadeh, Ebrahim, et al.
Published: (2012)
Spectral feature selection and classification of roofing materials using field spectroscopy data
by: Samsudin, Sarah Hanim, et al.
Published: (2015)
by: Samsudin, Sarah Hanim, et al.
Published: (2015)
Deep learning approach for building detection using LiDAR–orthophoto fusion
by: Nahhas, Faten Hamed, et al.
Published: (2018)
by: Nahhas, Faten Hamed, et al.
Published: (2018)
Generic rule-sets for automated detection of urban tree species from very high-resolution satellite data
by: Shojanoori, Razieh, et al.
Published: (2018)
by: Shojanoori, Razieh, et al.
Published: (2018)
Fusion of multispectral imagery and LiDAR data for roofing materials and roofing surface conditions assessment
by: Norman, Masayu, et al.
Published: (2020)
by: Norman, Masayu, et al.
Published: (2020)
Optimized hierarchical rule-based classification for differentiating shallow and deep-seated landslide using high-resolution LiDAR data
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
Urban flood modelling combining top-view LiDAR data with ground-view SfM observations
by: Meesuk, Vorawit, et al.
Published: (2015)
by: Meesuk, Vorawit, et al.
Published: (2015)
Imaging spectroscopy and light detection and ranging data fusion for urban features extraction
by: Idrees, Mohammed, et al.
Published: (2013)
by: Idrees, Mohammed, et al.
Published: (2013)
Testing the discrimination and detection limits of WorldView-2 imagery on a challenging invasive plant target
by: Robinson, T., et al.
Published: (2016)
by: Robinson, T., et al.
Published: (2016)
MLS-assisted validation of WorldView-2 panchromatic image for estimating Pinus sylvestris crown height
by: Lin, Y., et al.
Published: (2015)
by: Lin, Y., et al.
Published: (2015)
Quantitative analysis of urban sprawl in Tripoli using Pearson's chi-square statistics and urban expansion intensity index
by: Al-sharif, Abubakr A. A., et al.
Published: (2014)
by: Al-sharif, Abubakr A. A., et al.
Published: (2014)
Characterization of detailed features in high resolution satellite data for urban local plans in Malaysian perspectives
by: Hj. Mohd. Noor, Norzailawati, et al.
Published: (2007)
by: Hj. Mohd. Noor, Norzailawati, et al.
Published: (2007)
Automatic landslide detection using Dempster–Shafer theory from LiDAR-derived data and orthophotos
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
High-resolution lidar-derived DEM for landslide susceptibility assessment using AHP and fuzzy logic in Serdang, Malaysia
by: Okoli, Jude, et al.
Published: (2023)
by: Okoli, Jude, et al.
Published: (2023)
Murad Wilfried Hofmann's views of the western worldview on religon: an analysis
by: Omercic, Semir, et al.
Published: (2017)
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)
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)
by: Abd Mubin, Nurulain, et al.
Published: (2019)
Synergizing IFSAR and LiDAR data fusion using Delta Surface Fill for Hybrid DEMs accuracy in topographic mapping
by: Norfaraedayu Azman,, et al.
Published: (2023)
by: Norfaraedayu Azman,, et al.
Published: (2023)
Spatio-temporal Analysis of Urban and Population Growths in Tripoli using Remotely Sensed Data and GIS.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Maximizing urban features extraction from multi-sensor data with Dempster-Shafer theory and HSI data fusion techniques
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
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)
by: Jasim, Mohammed A., et al.
Published: (2016)
PFR model and GiT for landslide susceptibility mapping: a case study from Central Alborz, Iran
by: Jadda, Mehrnoosh, et al.
Published: (2011)
by: Jadda, Mehrnoosh, et al.
Published: (2011)
Development and utilization of urban spectral library for remote sensing of urban environment
by: Mohd Nasarudin, Nurul Ezaty, et al.
Published: (2011)
by: Mohd Nasarudin, Nurul Ezaty, et al.
Published: (2011)
Similar Items
-
Road condition assessment by OBIA and feature selection techniques using very high-resolution WorldView-2 imagery
by: Shahi, Kaveh, et al.
Published: (2016) -
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) -
Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images
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) -
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)