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ISPRS International Journal of Geo-Information, Volume 6, Issue 2

2017 February - 25 articles

Cover Story: This paper describes first results of an image recognition-based location (IRBL) approach used for indoor positioning with mobile devices. Firstly, in order to obtain a prior spatial knowledge of the surroundings, a complete 3D survey of the environment using a LiDAR (Light Detection and Ranging) instrument is realized. Starting from the point clouds, a database (DB) of reference images was generated using a specific software, developed by the Geomatics group of the Politecnico di Torino, able to produce RGB-D images according to each scan position. Once the DB is realized, in order to calculate the correct position of each image (query image), it first extracts the most similar image from the database using a visual search approach, then the IRBL procedure is performed. According to the proposed approach the external parameters (X, Y, Z, ω, ϕ, and κ) and the range information extracted from the alike-image are used to estimate the correct position and attributes of the query image.
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Articles (25)

  • Article
  • Open Access
160 Citations
11,178 Views
22 Pages

Recognition of transportation modes can be used in different applications including human behavior research, transport management and traffic control. Previous work on transportation mode recognition has often relied on using multiple sensors or matc...

(This article belongs to the Special Issue Intelligent Spatial Decision Support)
  • Article
  • Open Access
18 Citations
12,704 Views
27 Pages

The spatial patterns of landscapes are complex. Highly dense urban centers are not just mirrowed in a dichotomic sense by rural environments; landscapes are a spatially variable continuum. In this logic, nation-states (or any political or administrat...

(This article belongs to the Special Issue Analysis and Applications of Global Land Cover Data)
  • Article
  • Open Access
9 Citations
6,217 Views
20 Pages

An Original Application of Image Recognition Based Location in Complex Indoor Environments

  • Filiberto Chiabrando,
  • Vincenzo Di Pietra,
  • Andrea Lingua,
  • Youngsu Cho and
  • Juil Jeon

This paper describes the first results of an image recognition based location (IRBL) for a mobile application focusing on the procedure to generate a database of range images (RGB-D). In an indoor environment, to estimate the camera position and orie...

  • Review
  • Open Access
379 Citations
39,866 Views
21 Pages

A State-of-the-Art Review on the Integration of Building Information Modeling (BIM) and Geographic Information System (GIS)

  • Xin Liu,
  • Xiangyu Wang,
  • Graeme Wright,
  • Jack C. P. Cheng and ,
  • Xiao Li and
  • Rui Liu
  • + 1 author+ 0 author

The integration of Building Information Modeling (BIM) and Geographic Information System (GIS) has been identified as a promising but challenging topic to transform information towards the generation of knowledge and intelligence. Achievement of inte...

  • Article
  • Open Access
5 Citations
5,605 Views
24 Pages

The Worldwide Sensor Web has been applied for monitoring the physical world with spatial and temporal scales that were impossible in the past. With the development of sensor technologies and interoperable open standards, sensor webs generate tremendo...

  • Article
  • Open Access
220 Citations
16,362 Views
21 Pages

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers

  • Lei Ma,
  • Tengyu Fu,
  • Thomas Blaschke,
  • Manchun Li and ,
  • Dirk Tiede,
  • Zhenjin Zhou,
  • Xiaoxue Ma and
  • Deliang Chen
  • + 3 authors+ 0 author

The increased feature space available in object-based classification environments (e.g., extended spectral feature sets per object, shape properties, or textural features) has a high potential of improving classifications. However, the availability o...

  • Article
  • Open Access
13 Citations
6,904 Views
14 Pages

A New GNSS Single-Epoch Ambiguity Resolution Method Based on Triple-Frequency Signals

  • Shengli Wang,
  • Jian Deng,
  • Xiushan Lu,
  • Ziyuan Song and
  • Ying Xu

Fast and reliable ambiguity resolution (AR) has been a continuing challenge for real-time precise positioning based on dual-frequency Global Navigation Satellite Systems (GNSS) carrier phase observation. New GNSS systems (i.e., GPS modernization, BDS...

(This article belongs to the Special Issue Recent Advances in Geodesy & Its Applications)
  • Article
  • Open Access
4 Citations
6,437 Views
21 Pages

Association rule mining on oil and gas data has recently been successfully used to help understand reservoirs; therefore, the visualization and understanding of the discovered association rules based on well locations and subsequent predictions based...

  • Article
  • Open Access
15 Citations
8,853 Views
23 Pages

Mapping Comparison and Meteorological Correlation Analysis of the Air Quality Index in Mid-Eastern China

  • Zhichen Yu,
  • Shaobo Zhong,
  • Chaolin Wang,
  • Yongsheng Yang and ,
  • Guannan Yao and
  • Quanyi Huang
  • + 1 author+ 0 author

With the continuous progress of human production and life, air quality has become the focus of attention. In this paper, Beijing, Tianjin, Hebei, Shanxi, Shandong and Henan provinces were taken as the study area, where there are 58 air quality monito...

(This article belongs to the Special Issue Intelligent Spatial Decision Support)
  • Article
  • Open Access
7 Citations
7,646 Views
25 Pages

Due to the incomprehensive and inconsistent description of spatial and temporal information for city data observed by sensors in various fields, it is a great challenge to share the massive, multi-source and heterogeneous interdisciplinary instant po...

  • Article
  • Open Access
8 Citations
10,178 Views
13 Pages

General declines in ecosystem service values (ESV) are acknowledged worldwide; however, rather few studies have quantitatively analyzed the interrelationship between changing rural settlements and values of ecosystem services. This study used the cou...

(This article belongs to the Special Issue Spatiotemporal Computing for Sustainable Ecosystem)
  • Article
  • Open Access
5,667 Views
22 Pages

A Formal Framework for Integrated Environment Modeling Systems

  • Gaofeng Zhang,
  • Yan Li,
  • Chong Chen,
  • Rui Zhou and ,
  • Dan Chen and
  • Qingguo Zhou
  • + 1 author+ 0 author

Integrated Environment Modeling (IEM) has become more and more important for environmental studies and applications. IEM systems have also been extended from scientific studies to much wider practical application situations. The quality and improved...

(This article belongs to the Special Issue Advanced Geo-Information Technologies for Anticipatory Computing)
  • Article
  • Open Access
44 Citations
9,116 Views
13 Pages

With the rapid development of urban transportation, people urgently need high-precision and up-to-date road maps. At the same time, people themselves are an important source of road information for detailed map construction, as they can detect real-w...

  • Article
  • Open Access
9 Citations
7,748 Views
24 Pages

Smartphones have become indispensable in our daily lives. Their various embedded sensors have inspired innovations in mobile applications—especially for indoor navigation. However, the accuracy, reliability and generalizability of navigation all cont...

(This article belongs to the Special Issue 3D Indoor Modelling and Navigation)
  • Article
  • Open Access
9 Citations
7,357 Views
14 Pages

The spatial variation of geographical phenomena is a classical problem in spatial data analysis and can provide insight into underlying processes. Traditional exploratory methods mostly depend on the planar distance assumption, but many spatial pheno...

  • Article
  • Open Access
26 Citations
7,702 Views
17 Pages

Geo-tagged tweets provide useful implications for studies in human geography, urban science, location-based services, targeted advertising, and social network. This research aims to discover the patterns and mobility of Twitter users by analyzing the...

  • Article
  • Open Access
9 Citations
8,633 Views
16 Pages

The automated development of spatial analysis workflows is one of the envisioned benefits of Web services that provide geoprocessing functionality. Automated workflow development requires the means to translate a user objective into a series of geogr...

  • Article
  • Open Access
26 Citations
9,610 Views
18 Pages

Whistland: An Augmented Reality Crowd-Mapping System for Civil Protection and Emergency Management

  • Gioele Luchetti,
  • Adriano Mancini,
  • Mirco Sturari,
  • Emanuele Frontoni and
  • Primo Zingaretti

The prevention and correct management of natural disaster event sequences play a key role in saving human lives. The availability of embedded and mobile smart computing systems opens new roads for the management of land and infrastructures by civil p...

(This article belongs to the Special Issue Volunteered Geographic Information)
  • Article
  • Open Access
67 Citations
10,034 Views
13 Pages

Services provided by public facilities are essential to people’s lives and are closely associated with human mobility. Traditionally, public facility access characteristics, such as accessibility, equity issues and service areas, are investigated mai...

  • Article
  • Open Access
11 Citations
7,302 Views
18 Pages

Automated external defibrillators (AEDs) are portable devices that defibrillate and diagnose sudden-cardiac-arrest patients. Therefore, AEDs are widely installed in public places such as airports, schools, sport complexes, etc., and the installation...

  • Article
  • Open Access
19 Citations
7,934 Views
16 Pages

Determining the spatial relations between objects is a primary function of a geographic information system (GIS). One important aspect of spatial relations is topological relations, which remain constant under topological transformations. Describing...

  • Article
  • Open Access
46 Citations
15,957 Views
28 Pages

Investigating the Influence of Different DEMs on GIS-Based Cost Distance Modeling for Site Catchment Analysis of Prehistoric Sites in Andalusia

  • Daniel Becker,
  • María De Andrés-Herrero,
  • Christian Willmes,
  • Gerd-Christian Weniger and
  • Georg Bareth

The overall objective of this work is to apply GIS-based cost distance modeling (CDM) to site catchment modeling and analysis of prehistoric (Solutrean) sites in Andalusia. The implementation of a GIS-method for slope-based CDM was explained in detai...

  • Article
  • Open Access
54 Citations
7,734 Views
11 Pages

Influential nodes are rare in social networks, but their influence can quickly spread to most nodes in the network. Identifying influential nodes allows us to better control epidemic outbreaks, accelerate information propagation, conduct successful e...

  • Article
  • Open Access
6 Citations
8,053 Views
14 Pages

Collection and Integration of Local Knowledge and Experience through a Collective Spatial Analysis

  • Juan Daniel Castillo-Rosas,
  • José José Diez-Rodríguez,
  • Alex Fernando Jiménez-Vélez,
  • María Amparo Núñez-Andrés and
  • Josep María Monguet-Fierro

This article discusses the convenience of adopting an approach of Collective Spatial Analysis in the P/PGIS processes, with the aim of improving the collection and integration of knowledge and local expertise in decision-making, mainly in the fields...

(This article belongs to the Special Issue Intelligent Spatial Decision Support)
  • Project Report
  • Open Access
15 Citations
11,382 Views
16 Pages

One-Page Multimedia Interactive Map

  • Nicola Maiellaro and
  • Antonietta Varasano

The relevance of local knowledge in cultural heritage is by now acknowledged. It helps to determine many community-based projects by identifying the material to be digitally maintained in multimedia collections provided by communities of volunteers,...

(This article belongs to the Special Issue Web/Cloud Based Mapping and Geoinformation)
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ISPRS Int. J. Geo-Inf. - ISSN 2220-9964