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Geocarto International Volume 32, 2017 - Issue 12
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Original Articles

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

Kaveh ShahiFaculty of Engineering, Department of Civil Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia
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Helmi Zulhaidi Mohd ShafriFaculty of Engineering, Department of Civil Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia;Faculty of Engineering, Geospatial Information Science Research Center (GISRC), Universiti Putra Malaysia (UPM), Serdang, MalaysiaCorrespondence[email protected] [email protected]
&
Alireza HamedianfarFaculty of Engineering, Department of Civil Engineering, Universiti Putra Malaysia (UPM), Serdang, Malaysia;Department of Surveying Engineering, Islamic Azad University, Estahban, Iran;Young Researchers and Elite Club, Islamic Azad University, Estahban, Iran
Pages 1389-1406 | Received 04 Nov 2015, Accepted 12 Jul 2016, Published online: 02 Aug 2016

Citations (15)

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Alireza Hamedianfar, Mohamed Barakat A. Gibril, Mohammadjavad Hosseinpoor & Petri K. E. Pellikka. (2022) Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images. Geocarto International 37:3, pages 773-791.
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Alireza Hamedianfar & Mohamed Barakat A. Gibril. (2019) Large-scale urban mapping using integrated geographic object-based image analysis and artificial bee colony optimization from worldview-3 data. International Journal of Remote Sensing 40:17, pages 6796-6821.
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Articles from other publishers (13)

Badia Ez-zahouani, Ana Teodoro, Omar El Kharki, Liu Jianhua, Ioannis Kotaridis, Xiaohui Yuan & Lei Ma. (2023) Remote sensing imagery segmentation in object-based analysis: A review of methods, optimization, and quality evaluation over the past 20 years. Remote Sensing Applications: Society and Environment 32, pages 101031.
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Mohammad BasharCristina Torres-Machi. (2023) Quantifying the Value of Satellite-Based Pavement Monitoring in Partially Observable Stochastic Environments. Journal of Computing in Civil Engineering 37:3.
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Vera De Wit & K. Wayne Forsythe. (2023) Urban Structure Changes in Three Areas of Detroit, Michigan (2014–2018) Utilizing Geographic Object-Based Classification. Land 12:4, pages 763.
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Mohammad Z. BasharCristina Torres-Machi. (2022) Exploring the Capabilities of Optical Satellite Imagery in Evaluating Pavement Condition. Exploring the Capabilities of Optical Satellite Imagery in Evaluating Pavement Condition.
William Seites-Rundlett, Mohammad Z. Bashar, Cristina Torres-Machi & Ross B. Corotis. (2022) Combined evidence model to enhance pavement condition prediction from highly uncertain sensor data. Reliability Engineering & System Safety 217, pages 108031.
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Binu Melit Devassy, Sony George, Peter Nussbaum & Tessamma Thomas. (2022) Classification of forensic hyperspectral paper data using hybrid spectral similarity algorithms. Journal of Chemometrics 36:1.
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Blessing Kavhu, Zama Eric Mashimbye & Linda Luvuno. (2021) Climate-Based Regionalization and Inclusion of Spectral Indices for Enhancing Transboundary Land-Use/Cover Classification Using Deep Learning and Machine Learning. Remote Sensing 13:24, pages 5054.
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Yang Shao, Austin J. Cooner & Stephen J. Walsh. (2021) Assessing Deep Convolutional Neural Networks and Assisted Machine Perception for Urban Mapping. Remote Sensing 13:8, pages 1523.
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Dongyao Jia, Chuanwang Zhang & Dandan Lv. (2021) Evaluation of road condition based on BA-BP algorithm. Journal of Intelligent & Fuzzy Systems 40:1, pages 331-348.
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Mohamed Barakat A. Gibril, Bahareh Kalantar, Rami Al-Ruzouq, Naonori Ueda, Vahideh Saeidi, Abdallah Shanableh, Shattri Mansor & Helmi Z. M. Shafri. (2020) Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification. Remote Sensing 12:7, pages 1081.
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Francesco Solano, Salvatore Di Fazio & Giuseppe Modica. (2019) A methodology based on GEOBIA and WorldView-3 imagery to derive vegetation indices at tree crown detail in olive orchards. International Journal of Applied Earth Observation and Geoinformation 83, pages 101912.
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Nadeem Akhtar, Nitin S. Choubey & U. Ragavendran. 2019. Computational Intelligence and Sustainable Systems. Computational Intelligence and Sustainable Systems 165 199 .
Rami Al-Ruzouq, Abdallah Shanableh, Mohamed Barakat A. Gibril & Saeed AL-Mansoori. (2018) Image Segmentation Parameter Selection and Ant Colony Optimization for Date Palm Tree Detection and Mapping from Very-High-Spatial-Resolution Aerial Imagery. Remote Sensing 10:9, pages 1413.
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