Romain Neuville
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View article: Estimating Forest Structure from UAV-Mounted LiDAR Point Cloud Using Machine Learning
Estimating Forest Structure from UAV-Mounted LiDAR Point Cloud Using Machine Learning Open
Monitoring the structure of forest stands is of high importance for forest managers to help them in maintaining ecosystem services. For that purpose, Unmanned Aerial Vehicles (UAVs) open new prospects, especially in combination with Light …
View article: 3D VIEWPOINT OPTIMIZATION OF TOPOLOGICAL RELATIONSHIPS: APPLICATION TO 3D CADASTRE FOR VISUAL EASEMENT VALIDATION
3D VIEWPOINT OPTIMIZATION OF TOPOLOGICAL RELATIONSHIPS: APPLICATION TO 3D CADASTRE FOR VISUAL EASEMENT VALIDATION Open
Offering optimum 3D viewpoint to user can be attractive in relieving occlusion in 3D scene. This could be much relevant for the visualization of 3D cadastral systems since they constitute complex datasets including both physical and legal …
View article: Identification of the Best 3D Viewpoint within the BIM Model: Application to Visual Tasks Related to Facility Management
Identification of the Best 3D Viewpoint within the BIM Model: Application to Visual Tasks Related to Facility Management Open
Visualizing building assets within building information modeling (BIM) offers significant opportunities in facility management as it can assist the maintenance and the safety of buildings. Nevertheless, taking decisions based on 3D visuali…
View article: 3D Viewpoint Management and Navigation in Urban Planning: Application to the Exploratory Phase
3D Viewpoint Management and Navigation in Urban Planning: Application to the Exploratory Phase Open
3D geovisualization is essential in urban planning as it assists the analysis of geospatial data and decision making in the design and development of land use and built environment. However, we noted that 3D geospatial models are commonly …
View article: 3D Point Cloud Semantic Modelling: Integrated Framework for Indoor Spaces and Furniture
3D Point Cloud Semantic Modelling: Integrated Framework for Indoor Spaces and Furniture Open
3D models derived from point clouds are useful in various shapes to optimize the trade-off between precision and geometric complexity. They are defined at different granularity levels according to each indoor situation. In this article, we…
View article: A Formalized 3D Geovisualization Illustrated to Selectivity Purpose of Virtual 3D City Model
A Formalized 3D Geovisualization Illustrated to Selectivity Purpose of Virtual 3D City Model Open
Virtual 3D city models act as valuable central information hubs supporting many aspects of cities, from management to planning and simulation. However, we noted that 3D city models are still underexploited and believe that this is partly d…
View article: TOWARDS A DECISION SUPPORT TOOL FOR 3D VISUALISATION: APPLICATION TO SELECTIVITY PURPOSE OF SINGLE OBJECT IN A 3D CITY SCENE
TOWARDS A DECISION SUPPORT TOOL FOR 3D VISUALISATION: APPLICATION TO SELECTIVITY PURPOSE OF SINGLE OBJECT IN A 3D CITY SCENE Open
This paper deals with the establishment of a comprehensive methodological framework that defines 3D visualisation rules and its application in a decision support tool. Whilst the use of 3D models grows in many application fields, their vis…
View article: MODEL FOR SEMANTICALLY RICH POINT CLOUD DATA
MODEL FOR SEMANTICALLY RICH POINT CLOUD DATA Open
This paper proposes an interoperable model for managing high dimensional point clouds while integrating semantics. Point clouds from sensors are a direct source of information physically describing a 3D state of the recorded environment. A…
View article: 3D Point Clouds in Archaeology: Advances in Acquisition, Processing and Knowledge Integration Applied to Quasi-Planar Objects
3D Point Clouds in Archaeology: Advances in Acquisition, Processing and Knowledge Integration Applied to Quasi-Planar Objects Open
Digital investigations of the real world through point clouds and derivatives are changing how curators, cultural heritage researchers and archaeologists work and collaborate. To progressively aggregate expertise and enhance the working pr…
View article: POINT CLOUD CLASSIFICATION OF TESSERAE FROM TERRESTRIAL LASER DATA COMBINED WITH DENSE IMAGE MATCHING FOR ARCHAEOLOGICAL INFORMATION EXTRACTION
POINT CLOUD CLASSIFICATION OF TESSERAE FROM TERRESTRIAL LASER DATA COMBINED WITH DENSE IMAGE MATCHING FOR ARCHAEOLOGICAL INFORMATION EXTRACTION Open
Reasoning from information extraction given by point cloud data mining allows contextual adaptation and fast decision making. However, to achieve this perceptive level, a point cloud must be semantically rich, retaining relevant informatio…
View article: DIGITAL INVESTIGATIONS OF AN ARCHAEOLOGICAL SMART POINT CLOUD: A REAL TIME WEB-BASED PLATFORM TO MANAGE THE VISUALISATION OF SEMANTICAL QUERIES
DIGITAL INVESTIGATIONS OF AN ARCHAEOLOGICAL SMART POINT CLOUD: A REAL TIME WEB-BASED PLATFORM TO MANAGE THE VISUALISATION OF SEMANTICAL QUERIES Open
While virtual copies of the real world tend to be created faster than ever through point clouds and derivatives, their working proficiency by all professionals’ demands adapted tools to facilitate knowledge dissemination. Digital investiga…
View article: TOWARDS A NORMALISED 3D GEOVISUALISATION:THE VIEWPOINT MANAGEMENT
TOWARDS A NORMALISED 3D GEOVISUALISATION:THE VIEWPOINT MANAGEMENT Open
This paper deals with the viewpoint management in 3D environments considering an allocentric environment. The recent advances in computer sciences and the growing number of affordable remote sensors lead to impressive improvements in the 3…
View article: SMART POINT CLOUD: DEFINITION AND REMAINING CHALLENGES
SMART POINT CLOUD: DEFINITION AND REMAINING CHALLENGES Open
Dealing with coloured point cloud acquired from terrestrial laser scanner, this paper identifies remaining challenges for a new data structure: the smart point cloud. This concept arises with the statement that massive and discretized spat…
View article: Point Clouds as an Efficient Multiscale Layered Spatial Representation
Point Clouds as an Efficient Multiscale Layered Spatial Representation Open
3D point clouds describe urban shape at different scales, precisions and resolutions depending on the underlying sensors and acquisition methodology. These factors influence the quality of the data, as well as its representativity. In this…