Skip to Content
You are currently on the new version of our website. Access the old version .

64 Results Found

  • Article
  • Open Access
19 Citations
5,052 Views
18 Pages

A Coarse-to-Fine Contour Optimization Network for Extracting Building Instances from High-Resolution Remote Sensing Imagery

  • Fang Fang,
  • Kaishun Wu,
  • Yuanyuan Liu,
  • Shengwen Li and ,
  • Bo Wan,
  • Yanling Chen and
  • Daoyuan Zheng
  • + 2 authors+ 0 author

23 September 2021

Building instances extraction is an essential task for surveying and mapping. Challenges still exist in extracting building instances from high-resolution remote sensing imagery mainly because of complex structures, variety of scales, and interconnec...

(This article belongs to the Topic High-Resolution Earth Observation Systems, Technologies, and Applications)
  • Article
  • Open Access
19 Citations
4,955 Views
17 Pages

19 June 2021

Building boundary optimization is an essential post-process step for building extraction (by image classification). However, current boundary optimization methods through smoothing or line fitting principles are unable to optimize complex buildings....

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
1,164 Views
22 Pages

Building Vector Contour Extraction from Remote Sensing Images Based on Multi-Level Contour Refinement and Morphological Perception

  • Wenjie Zhao,
  • Ze Meng,
  • Longjie Luo,
  • Liufeng Tao and ,
  • Bin Hu and
  • Yongyang Xu
  • + 1 author+ 0 author

5 February 2026

Accurate extraction of building vector contours from high-resolution remote sensing images is a fundamental task for urban mapping and geographic information systems. However, existing approaches often suffer from blurred boundaries and geometric dis...

  • Article
  • Open Access
44 Citations
4,962 Views
18 Pages

Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction

  • Cheng Liao,
  • Han Hu,
  • Haifeng Li,
  • Xuming Ge and ,
  • Min Chen,
  • Chuangnong Li and
  • Qing Zhu
  • + 2 authors+ 0 author

10 March 2021

Most of the existing approaches to the extraction of buildings from high-resolution orthoimages consider the problem as semantic segmentation, which extracts a pixel-wise mask for buildings and trains end-to-end with manually labeled building maps. H...

  • Article
  • Open Access
38 Citations
11,563 Views
18 Pages

18 April 2018

Building footprint information is vital for 3D building modeling. Traditionally, in remote sensing, building footprints are extracted and delineated from aerial imagery and/or LiDAR point cloud. Taking a different approach, this paper is dedicated to...

(This article belongs to the Special Issue 3D Reconstruction & Semantic Information from Aerial and Satellite Images)
  • Article
  • Open Access
7 Citations
3,394 Views
18 Pages

LOD2-Level+ Low-Rise Building Model Extraction Method for Oblique Photography Data Using U-NET and a Multi-Decision RANSAC Segmentation Algorithm

  • Yufeng He,
  • Xiaobian Wu,
  • Weibin Pan,
  • Hui Chen and ,
  • Songshan Zhou,
  • Shaohua Lei,
  • Xiaoran Gong,
  • Hanzeyu Xu and
  • Yehua Sheng
  • + 4 authors+ 0 author

30 June 2024

Oblique photography is a regional digital surface model generation technique that can be widely used for building 3D model construction. However, due to the lack of geometric and semantic information about the building, these models make it difficult...

(This article belongs to the Special Issue 3D and Semantic Reconstruction of the Urban Environment Using Multi-Modal and Multi-Resolution Remote Sensing Data)
  • Article
  • Open Access
3 Citations
1,714 Views
23 Pages

17 July 2025

Buildings are a significant component of urban space and are essential to smart cities, catastrophe monitoring, and land use planning. However, precisely extracting building polygons from remote sensing images remains difficult because of the variety...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
3 Citations
5,143 Views
12 Pages

19 September 2017

In this paper, a novel framework of the 3D reconstruction of buildings is proposed, focusing on remote sensing super-generalized stereo-pairs (SGSPs). As we all know, 3D reconstruction cannot be well performed using nonstandard stereo pairs, since re...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
7 Citations
3,003 Views
29 Pages

Simplifying building contours involves reducing data volume while preserving the continuity, accuracy, and essential characteristics of building shapes. This presents significant challenges for sequence representation and generation. Traditional meth...

  • Article
  • Open Access
7 Citations
3,826 Views
24 Pages

4 March 2023

For large-scale 3D building reconstruction, there have been several approaches to utilizing multi-view satellite imagery to produce a digital surface model (DSM) for height information and extracting building footprints for contour information. Howev...

(This article belongs to the Special Issue 3D City Modelling and Remote Sensing: Advances, Challenges, and New Technologies)
  • Article
  • Open Access
10 Citations
3,037 Views
20 Pages

A Conditionally Parameterized Feature Fusion U-Net for Building Change Detection

  • Yao Gu,
  • Chao Ren,
  • Qinyi Chen,
  • Haoming Bai and ,
  • Zhenzhong Huang and
  • Lei Zou
  • + 1 author+ 0 author

24 October 2024

The semantic richness of remote sensing images often presents challenges in building detection, such as edge blurring, loss of detail, and low resolution. To address these issues and improve boundary precision, this paper proposes CCCUnet, a hybrid a...

(This article belongs to the Special Issue Urban Planning and Built Environment)
  • Article
  • Open Access
43 Citations
5,675 Views
24 Pages

Pandora’s Box–Influence of Contour Parameters on Roughness and Subsurface Residual Stresses in Laser Powder Bed Fusion of Ti-6Al-4V

  • Katia Artzt,
  • Tatiana Mishurova,
  • Peter-Philipp Bauer,
  • Joachim Gussone and ,
  • Pere Barriobero-Vila,
  • Sergei Evsevleev,
  • Giovanni Bruno,
  • Guillermo Requena and
  • Jan Haubrich
  • + 4 authors+ 0 author

28 July 2020

The contour scan strategies in laser powder bed fusion (LPBF) of Ti-6Al-4V were studied at the coupon level. These scan strategies determined the surface qualities and subsurface residual stresses. The correlations to these properties were identified...

(This article belongs to the Special Issue Challenges in Additive Manufacturing: From Coupon Studies to Components)
  • Article
  • Open Access
9 Citations
3,203 Views
23 Pages

17 June 2024

Aiming at the problems of the poor robustness and universality of traditional contour matching algorithms in engineering applications, a method for improving the surface defect detection of industrial products based on contour matching algorithms is...

(This article belongs to the Special Issue Recent Development and Applications of Sensing Technology in Resilient and Sustainable Infrastructure)
  • Article
  • Open Access
2 Citations
2,110 Views
21 Pages

Airborne LiDAR Point Cloud Building Reconstruction Based on Planar Optimal Combination and Feature Line Constraints

  • Zhao Hai,
  • Cailin Li,
  • Baoyun Guo,
  • Xianlong Wei and ,
  • Zhuo Yang and
  • Jinhui Zheng
  • + 1 author+ 0 author

This paper proposes a building reconstruction framework for airborne LiDAR data to address the challenge of automated modeling under conditions of uneven point cloud density and missing vertical walls, generating high-precision and structurally compa...

(This article belongs to the Special Issue Spatial Data Science and Knowledge Discovery)
  • Article
  • Open Access
6 Citations
3,388 Views
17 Pages

Aircraft Carrier Pose Tracking Based on Adaptive Region in Visual Landing

  • Jiexin Zhou,
  • Qiufu Wang,
  • Zhuo Zhang and
  • Xiaoliang Sun

21 July 2022

Due to its structural simplicity and its strong anti-electromagnetic ability, landing guidance based on airborne monocular vision has gained more and more attention. Monocular 6D pose tracking of the aircraft carrier is one of the key technologies in...

(This article belongs to the Special Issue Intelligent Coordination of UAV Swarm Systems)
  • Article
  • Open Access
5 Citations
2,190 Views
38 Pages

Closed and Structural Optimization for 3D Line Segment Extraction in Building Point Clouds

  • Ruoming Zhai,
  • Xianquan Han,
  • Peng Wan,
  • Jianzhou Li and ,
  • Yifeng He and
  • Bangning Ding
  • + 1 author+ 0 author

18 September 2025

The extraction of architectural structural line features can simplify the 3D spatial representation of built environments, reduce the storage and processing burden of large-scale point clouds, and provide essential geometric primitives for downstream...

(This article belongs to the Special Issue Advances in 3D Reconstruction Based on Remote Sensing Imagery and Lidar Point Cloud)
  • Article
  • Open Access
8 Citations
3,416 Views
18 Pages

27 September 2024

This study investigates the application of LiDAR point cloud datasets for building segmentation through a combined approach that integrates unsupervised segmentation with evolutionary optimization. The research evaluates the extent of improvement ach...

(This article belongs to the Section AI Remote Sensing)
  • Article
  • Open Access
76 Citations
8,814 Views
21 Pages

26 November 2018

This paper presents an ambient magnetic field map-based matching (MM) positioning algorithm for smartphones in an indoor environment. To improve the low distinguishability of a magnetic field fingerprint at a single point, a magnetic field sequence (...

(This article belongs to the Collection Positioning and Navigation)
  • Article
  • Open Access
14 Citations
4,031 Views
23 Pages

A Study on Canopy Volume Measurement Model for Fruit Tree Application Based on LiDAR Point Cloud

  • Na Guo,
  • Ning Xu,
  • Jianming Kang,
  • Guohai Zhang and ,
  • Qingshan Meng,
  • Mengmeng Niu,
  • Wenxuan Wu and
  • Xingguo Zhang
  • + 3 authors+ 0 author

The accurate measurement of orchard canopy volume serves as a crucial foundation for wind regulation and dosage adjustments in precision orchard management. However, existing methods for measuring canopy volume fail to satisfy the high precision and...

(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
  • Article
  • Open Access
1 Citations
2,225 Views
28 Pages

27 November 2025

Digital surface models (DSMs) derived from high-resolution satellite imagery often contain mismatches, voids, and coarse building geometry, limiting their suitability for accurate and standardized 3D reconstruction. The scarcity of finely annotated s...

(This article belongs to the Special Issue Advanced Technology for Remote Sensing Image Analysis and Applications)
  • Article
  • Open Access
2 Citations
1,048 Views
21 Pages

SRCT: Structure-Preserving Method for Sub-Meter Remote Sensing Image Super-Resolution

  • Tianxiong Gao,
  • Shuyan Zhang,
  • Wutao Yao,
  • Erping Shang and ,
  • Jin Yang,
  • Yong Ma and
  • Yan Ma
  • + 2 authors+ 0 author

22 January 2026

To address the scarcity of sub-meter remote sensing samples and structural inconsistencies such as edge blur and contour distortion in super-resolution reconstruction, this paper proposes SRCT, a super-resolution method tailored for sub-meter remote...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
58 Citations
6,407 Views
19 Pages

A Framework for Automatic Building Detection from Low-Contrast Satellite Images

  • Muhammad Aamir,
  • Yi-Fei Pu,
  • Ziaur Rahman,
  • Muhammad Tahir and ,
  • Hamad Naeem and
  • Qiang Dai
  • + 1 author+ 0 author

21 December 2018

Building detection in satellite images has been considered an essential field of research in remote sensing and computer vision. There are currently numerous techniques and algorithms used to achieve building detection performance. Different algorith...

  • Article
  • Open Access
322 Views
26 Pages

7 October 2026

Semi-enclosed bays subject to intensive thermal discharges present significant challenges in quantifying cumulative thermal effects and assessing thermal environmental carrying capacity. Taking Daya Bay as the study site, this paper develops a two-di...

(This article belongs to the Special Issue Coastal and Marine Governance and Protection, 2nd Edition)
  • Article
  • Open Access
9 Citations
3,378 Views
13 Pages

Building Block Extraction from Historical Maps Using Deep Object Attention Networks

  • Yao Zhao,
  • Guangxia Wang,
  • Jian Yang,
  • Lantian Zhang and
  • Xiaofei Qi

The geographical feature extraction of historical maps is an important foundation for realizing the transition from human map reading to machine map reading. The current methods for building block extraction from historical maps have many problems, s...

  • Article
  • Open Access
39 Citations
6,879 Views
21 Pages

TopoLAP: Topology Recovery for Building Reconstruction by Deducing the Relationships between Linear and Planar Primitives

  • Xinyi Liu,
  • Yongjun Zhang,
  • Xiao Ling,
  • Yi Wan and ,
  • Linyu Liu and
  • Qian Li
  • + 1 author+ 0 author

8 June 2019

Limited by the noise, missing data and varying sampling density of the point clouds, planar primitives are prone to be lost during plane segmentation, leading to topology errors when reconstructing complex building models. In this paper, a pipeline t...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
946 Views
34 Pages

Geometric Learning of Canonical Parameterizations of 2D-Curves

  • Ioana Ciuclea,
  • Giorgio Longari and
  • Alice Barbora Tumpach

30 December 2025

Most datasets encountered in computer vision and medical applications present symmetries that should be taken into account in classification tasks. A typical example is the symmetry by rotation and/or scaling in object detection. A common way to buil...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
27 Citations
5,694 Views
38 Pages

26 June 2025

Experimental design is important for researchers and those in other fields to find factors affecting an experimental response. The response surface methodology (RSM) is a special experimental design used to evaluate the significant factors influencin...

(This article belongs to the Section Food Science and Technology)
  • Article
  • Open Access
1,681 Views
12 Pages

3D pattern film is a film that makes a 2D pattern appear 3D depending on the amount and angle of light. However, since the 3D pattern film image was developed recently, there is no established method for classifying and verifying defective products,...

(This article belongs to the Special Issue Applications of Artificial Intelligence in Image and Video Processing)
  • Article
  • Open Access
5 Citations
3,275 Views
30 Pages

Deep Neural Networks for the Estimation of Masonry Structures Failures under Rockfalls

  • Olga Mavrouli,
  • Athanasia D. Skentou,
  • Josep Maria Carbonell,
  • Markos Z. Tsoukalas and ,
  • M. Amparo Núñez-Andrés and
  • Panagiotis G. Asteris
  • + 1 author+ 0 author

Although the principal aim of the rockfall management is to prevent rock boulders from reaching the buildings instead of the buildings resisting the boulder impacts, there usually exists a residual risk that has to be assessed, even when structural p...

(This article belongs to the Special Issue Rockfall Protection and Mitigation)
  • Article
  • Open Access
86 Citations
9,389 Views
12 Pages

Flexure Behaviors of ABS-Based Composites Containing Carbon and Kevlar Fibers by Material Extrusion 3D Printing

  • Kui Wang,
  • Shixian Li,
  • Yanni Rao,
  • Yiyun Wu and ,
  • Yong Peng,
  • Song Yao,
  • Honghao Zhang and
  • Said Ahzi
  • + 3 authors+ 0 author

13 November 2019

Short-fiber-reinforced thermoplastics are popular for improving the mechanical properties exhibited by pristine thermoplastic materials. Due to the inherent conflict between strength and ductility, there are only a few successful cases of simultaneou...

(This article belongs to the Special Issue Processing and Molding of Polymers)
  • Article
  • Open Access
9 Citations
2,927 Views
19 Pages

Research on Additive Manufacturing Path Planning of a Six-Degree-of-Freedom Manipulator

  • Xingguo Han,
  • Xuan Liu,
  • Gaofei Wu,
  • Xiaohui Song and
  • Lixiu Cui

30 June 2024

The research on additive manufacturing (AM) path planning mainly focuses on the traditional three-axis AM path planning and five-degree-of-freedom (DOF) AM path planning, while there is less research on six-DOF AM path planning. In the traditional AM...

(This article belongs to the Section Control Systems)
  • Article
  • Open Access
539 Views
25 Pages

Building Extraction Network with Gated Mamba-CNN and Wavelet-Based Boundary Enhancement

  • Dongjie Yang,
  • Yuanwei Yang,
  • Xianjun Gao,
  • Rujing Huang and ,
  • Xinlong Gao,
  • Kuikui Han,
  • Kangliang Guo and
  • Yuan Tao
  • + 3 authors+ 0 author

1 June 2026

Building extraction from high-resolution remote sensing imagery remains challenging due to spectral heterogeneity, complex background interference, and incomplete boundary delineation. Thus, we propose GWNet, which integrates gated Mamba-CNN modeling...

(This article belongs to the Section Remote Sensing Image Processing)
  • Article
  • Open Access
12 Citations
4,388 Views
12 Pages

Flow Mechanisms and Lubrication Performance of Water-Lubricated Thrust Bearings with Herringbone Grooves

  • Haifeng Ran,
  • Peng Dai,
  • Shuping Yan,
  • Fengtao Wang and ,
  • Xingjia Yao,
  • Jianping Wang and
  • Guizhong Zuo
  • + 2 authors+ 0 author

Due to their excellent stability and zero leakage capability, thrust bearings with herringbone spiral grooves are frequently used in transmission mechanisms. However, the lubrication mechanism of thrust bearings has not been clearly understood and ex...

(This article belongs to the Special Issue Advances in Bearing Lubrication and Thermal Sciences)
  • Article
  • Open Access
230 Views
24 Pages

Computational Nozzle Design for Pulsed Detonation Thrusters for Vacuum Operations

  • Andrei Vlad Cojocea,
  • Mihnea Gall,
  • Daniel-Eugeniu Crunțeanu,
  • Alina Bogoi and
  • Constantin Levențiu

5 October 2026

This study presents the numerical design and optimization of a convergent–divergent nozzle integrated with a pulsed detonation combustor (PDC) operating under reduced outlet pressure conditions. The work builds upon an experimentally validated...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
64 Citations
17,317 Views
32 Pages

Researchers conduct experiments to discover factors influencing the experimental subjects, so the experimental design is essential. The response surface methodology (RSM) is a special experimental design used to evaluate factors significantly affecti...

  • Article
  • Open Access
7 Citations
3,472 Views
19 Pages

Embodied Carbon Minimization for Single-Story Steel Gable Frames

  • Abdallah Salama,
  • Assem Atif Farag,
  • Atef Eraky,
  • Alaa A. El-Sisi and
  • Rania Samir

As the construction industry, especially steel construction, contributes to a large portion of global greenhouse gas emissions, sustainable structural design has become a necessity to achieve the world vision of reaching net zero emissions by 2050. A...

(This article belongs to the Section Building Structures)
  • Article
  • Open Access
44 Citations
4,492 Views
16 Pages

Coaxial Monitoring of AISI 316L Thin Walls Fabricated by Direct Metal Laser Deposition

  • Vito Errico,
  • Sabina Luisa Campanelli,
  • Andrea Angelastro,
  • Michele Dassisti and ,
  • Marco Mazzarisi and
  • Cesare Bonserio
  • + 1 author+ 0 author

1 February 2021

Direct metal laser deposition (DMLD) is an additive manufacturing technique suitable for coating and repair, which has been gaining a growing interest in 3D manufacturing applications in recent years. However, its diffusion in the manufacturing indus...

(This article belongs to the Section Manufacturing Processes and Systems)
  • Article
  • Open Access
6 Citations
5,623 Views
19 Pages

Optimal Strategies for Filament Orientation in Non-Planar 3D Printing

  • Sebastian Atarihuana,
  • Felipe Fernández,
  • José Erazo,
  • Mateo Narváez and
  • Víctor Hidalgo

8 December 2024

The structural integrity and surface quality of parts produced using traditional fused deposition modeling depend on factors such as layer height, filament and build orientation, print speed, nozzle temperature, and, crucially for this study, both pl...

(This article belongs to the Section Manufacturing Processes and Systems)
  • Article
  • Open Access
12 Citations
3,762 Views
21 Pages

11 September 2023

While global attention to zero-energy building (ZEB) has surged as a sustainable countermeasure to high-energy consumption, a congruent expansion in research remains conspicuously absent. Addressing this lacuna, our study harnesses public research an...

(This article belongs to the Special Issue Innovation in Planning and Governance for Urban Sustainability)
  • Article
  • Open Access
7 Citations
3,265 Views
16 Pages

ANN-Based Estimation of the Defect Severity in the Drilling of GFRP/Ti Multilayered Composite Structure

  • Igor Zhilyaev,
  • Evgeny Chigrinets,
  • Sergey Shevtsov,
  • Samira Chotchaeva and
  • Natalia Snezhina

5 December 2022

The main purpose of this study was to develop a model for predicting the quality of holes drilled in the root part of the spar of helicopter main rotor blades made of glass fiber-reinforced plastic (GFRP)-Ti multilayer polymer composite. As the main...

(This article belongs to the Special Issue Recent Advancements in Mechanical Drilling of Composite Laminates)
  • Article
  • Open Access
5 Citations
1,133 Views
25 Pages

DLiteNet: A Dual-Branch Lightweight Framework for Efficient and Precise Building Extraction from Visible and SAR Imagery

  • Zhe Zhao,
  • Boya Zhao,
  • Ruitong Du,
  • Yuanfeng Wu and ,
  • Jiaen Chen and
  • Yuchen Zheng
  • + 1 author+ 0 author

5 December 2025

High-precision and efficient building extraction by fusing visible and synthetic aperture radar (SAR) imagery is critical for applications such as smart cities, disaster response, and UAV navigation. However, existing approaches often rely on complex...

(This article belongs to the Special Issue Advances in Multiple Sensor Fusion and Classification for Object Detection and Tracking)
  • Article
  • Open Access
26 Citations
5,151 Views
25 Pages

23 December 2024

In the analytical quality by design (AQbD) framework, the design of experiments (DOE) plays a very important role, as it provides information about how experimental input variables influence critical method attributes. Based on the information obtain...

(This article belongs to the Section Analytical Chemistry)
  • Article
  • Open Access
4 Citations
2,769 Views
23 Pages

This paper experimented with a methodology of machine learning modelling using virtual samples generated by fast CFD (Computational Fluid Dynamics) simulations in order to predict the greenhouse natural ventilation. However, the output natural ventil...

(This article belongs to the Special Issue Cultivation and Production of Greenhouse Horticulture)
  • Article
  • Open Access
5 Citations
2,081 Views
22 Pages

Intelligent Detection Method of Defects in High-Rise Building Facades Using Infrared Thermography

  • Daiming Liu,
  • Yongqiang Jin,
  • Yuan Yang,
  • Zhenyang Xiao and ,
  • Zeming Zhao,
  • Changling Gao and
  • Dingcheng Zhang
  • + 2 authors+ 0 author

20 January 2026

High-rise building facades are prone to defects due to prolonged exposure to complex environments. Infrared detection, as a commonly employed method for facade defect inspection, often results in low accuracy owing to abundant interferences and blurr...

(This article belongs to the Section Fault Diagnosis & Sensors)
  • Article
  • Open Access
13 Citations
5,799 Views
19 Pages

On the Processability and Microstructural Evolution of CuCrZr in Multilayer Laser-Directed Energy Deposition Additive Manufacturing via Statistical and Experimental Methods

  • Ali Zardoshtian,
  • Reza Esmaeilizadeh,
  • Mazyar Ansari,
  • Mohsen K. Keshavarz and ,
  • Hamid Jahed and
  • Ehsan Toyserkani
  • + 1 author+ 0 author

Laser-directed energy deposition (LDED) is a promising technology for coating, repairing, and building near-net-shape 3D structures. However, the processing of copper alloys, specifically, has presented a significant challenge due to their low laser...

(This article belongs to the Special Issue Advances in Metal Additive Manufacturing/3D Printing)
  • Article
  • Open Access
4 Citations
3,535 Views
15 Pages

2 July 2018

For robots equipped with an advanced computer vision-based system, object recognition has stringent real-time requirements. When the environment becomes complicated and keeps changing, existing works (e.g., template-matching strategy and machine-lear...

(This article belongs to the Special Issue Bio-Inspiring Sensing)
  • Review
  • Open Access
1 Citations
2,946 Views
20 Pages

Prehabilitation represents a proactive, multimodal strategy to enhance patient resilience prior to plastic and reconstructive surgery, building on the success of Enhanced Recovery After Surgery (ERAS) pathways. This narrative review synthesizes the c...

  • Article
  • Open Access
1 Citations
566 Views
18 Pages

16 April 2026

As urbanization transitions from incremental expansion to the optimized utilization of existing construction land, the precise identification of land-use status and changes has become a core requirement for enhancing refined land resource management....

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
61 Citations
7,923 Views
20 Pages

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment

  • Saro Lee,
  • Mahdi Panahi,
  • Hamid Reza Pourghasemi,
  • Himan Shahabi and ,
  • Mohsen Alizadeh,
  • Ataollah Shirzadi,
  • Khabat Khosravi,
  • Assefa M. Melesse,
  • Mohamad Yekrangnia and
  • Baharin Bin Ahmad
  • + 8 authors+ 3 authors

24 August 2019

Since it is not possible to determine the exact time of a natural disaster’s occurrence and the amount of physical and financial damage on humans or the environment resulting from their event, decision-makers need to identify areas with potenti...

(This article belongs to the Special Issue Machine Learning Techniques Applied to Geospatial Big Data)
  • Article
  • Open Access
4 Citations
1,786 Views
22 Pages

15 October 2025

In this study, we utilize Gaofen-2 satellite remote sensing images to optimize and enhance the extraction of feature information from rural compounds, addressing key challenges in high-resolution remote sensing analysis: traditional methods struggle...

of 2