0000000000172378

AUTHOR

José Luis Lerma

0000-0001-9443-9214

showing 9 related works from this author

Color degradation mapping of rock art paintings using microfading spectrometry

2021

[EN] Rock art documentation is a complex task that should be carried out in a complete, rigorous and exhaustive way, in order to take particular actions that allow stakeholders to preserve the archaeological sites under constant deterioration. The pigments used in prehistoric paintings present high light sensitivity and rigorous scientific color degradation mapping is not usually undertaken in overall archaeological sites. Microfading spectrometry is a suitable technique for determining the light-stability of pigments found in rock art paintings in a non-destructive way. Spectral data can be transformed into colorimetric information following the recommendations published by the Commission …

ArcheologyComputer scienceMaterials Science (miscellaneous)Gaussian processes02 engineering and technologyConservation01 natural sciencesSpectral dataSpectroscopyPaintingDigital camerabusiness.industry11.- Conseguir que las ciudades y los asentamientos humanos sean inclusivos seguros resilientes y sostenibles010401 analytical chemistryMicrofading Tester (MFT)Pattern recognition021001 nanoscience & nanotechnology0104 chemical sciencesArchaeologyChemistry (miscellaneous)Color changesOpen-air rock artINGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIARock artArtificial intelligence0210 nano-technologybusinessGeneral Economics Econometrics and FinanceInterpolationJournal of Cultural Heritage
researchProduct

A Bayesian Multilevel Random-Effects Model for Estimating Noise in Image Sensors

2020

Sensor noise sources cause differences in the signal recorded across pixels in a single image and across multiple images. This paper presents a Bayesian approach to decomposing and characterizing the sensor noise sources involved in imaging with digital cameras. A Bayesian probabilistic model based on the (theoretical) model for noise sources in image sensing is fitted to a set of a time-series of images with different reflectance and wavelengths under controlled lighting conditions. The image sensing model is a complex model, with several interacting components dependent on reflectance and wavelength. The properties of the Bayesian approach of defining conditional dependencies among parame…

FOS: Computer and information sciencesMean squared errorC.4Computer scienceBayesian probabilityG.3ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONInference02 engineering and technologyBayesian inferenceStatistics - Applications0202 electrical engineering electronic engineering information engineeringFOS: Electrical engineering electronic engineering information engineeringApplications (stat.AP)Electrical and Electronic EngineeringImage sensorI.4.1C.4; G.3; I.4.1Pixelbusiness.industryImage and Video Processing (eess.IV)020206 networking & telecommunicationsPattern recognitionStatistical modelElectrical Engineering and Systems Science - Image and Video ProcessingRandom effects modelNoise62P30 62P35 62F15 62J05Signal Processing020201 artificial intelligence & image processingComputer Vision and Pattern RecognitionArtificial intelligencebusinessSoftware
researchProduct

Range-based versus automated markerless image-based techniques for rock art documentation

2014

Nowadays there is a huge proliferation of fully automatic image-based solutions producing either three-dimensional (3D) point clouds or 3D models. However, the reliability of the output is not usually reported and clarified. This paper presents a comparison of the 3D modelling results achieved on two rock art shelters at separate archaeological sites using a high-resolution digital camera. The 3D point clouds were produced using automatic image-based photogrammetric and computer vision software running either locally (FOTOGIFLE and VisualSFM) or through a webbased reconstruction service (Autodesk 123D Catch). The first two automatic approaches are compared with a manual bundle block adjustm…

Terrestrial laser scanningComputer sciencemedia_common.quotation_subjectcomputer.software_genreDocumentationExcellenceEarth and Planetary Sciences (miscellaneous)Rock artComputers in Earth SciencesEngineering (miscellaneous)media_commonMultimediaData qualityTerrestrial laser scanningComputer Science ApplicationsOrtho-imagePoint cloudINGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIAChristian ministryRock artResolutionCartographycomputerImage basedRange (computer programming)Accuracy and precision
researchProduct

Latest developments in rock art recording: towards an integral documentation of Levantine rock art sites combining 2D and 3D recording techniques

2013

This paper presents a further step in the integral documentation of prehistoric rock art, combining 2D and 3D digital recording techniques. Image processing and digital enhancement techniques are an invaluable aid to obtain high quality and accurate 2D recordings, especially when working with faint motifs or complex superimpositions. But what constitutes a real breakthrough is the possibility of combining 2D digital tracings with metric 3D models, providing a whole set of metric outputs that improve our understanding of the motifs in their context and, at the same time, can be used to deliver accurate metric reproductions. The Levantine rock art at Cingle de la Mola Remigia (Ares del Maestr…

Terrestrial laser scanningArcheologyEngineering drawingComputer scienceImage processingContext (language use)Digital rock art recordingDocumentationArchaeology3D modellingSet (abstract data type)PhotogrammetryDocumentationPhotogrammetryMetric (mathematics)INGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIARock artLevantine rock art2D tracingsDigital recording
researchProduct

Multi‑light photogrammetric survey applied to the complex documentation of engravings in Palaeolithic rock art: the Cova de les Meravelles (Gandia, V…

2022

AbstractThe new phase of study and revision of the Palaeolithic art of the Cova de les Meravelles, as well as the advances made in the field of 3D documentation in recent years, have motivated a new documentation campaign on the main panel full of tiny engraved motifs. The difficulties involved in acquiring and processing data executed using fine and thin engraving techniques indoors, have been solved through a multi-light photogrammetric survey, photographing the main panel surface with five lighting directions, and applying principal component analysis (PCA). This procedure has allowed us to obtain a large corpus of two and three-dimensional data and to improve the documentation base prod…

ArcheologyChemistry (miscellaneous)Materials Science (miscellaneous)ConservationPaleolíticSpectroscopyComputer Science Applications
researchProduct

Automatic orientation and 3D modelling from markerless rock art imagery

2013

This paper investigates the use of two detectors and descriptors on image pyramids for automatic image orientation and generation of 3D models. The detectors and descriptors replace manual measurements and are used to detect, extract and match features across multiple imagery. The Scale-Invariant Feature Transform (SIFT) and the Speeded Up Robust Features (SURF) will be assessed based on speed, number of features, matched features, and precision in image and object space depending on the adopted hierarchical matching scheme. The influence of applying in addition Area Based Matching (ABM) with normalised cross-correlation (NCC) and least squares matching (LSM) is also investigated. The pipel…

Terrestrial laser scanningClose range imageryMatching (statistics)Computer scienceComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONScale-invariant feature transformBundle adjustmentAutomationOrientationBundle adjustmentMatchingComputer visionComputers in Earth SciencesEngineering (miscellaneous)Block (data storage)Ground truthOrientation (computer vision)business.industryPipeline (software)Atomic and Molecular Physics and OpticsComputer Science ApplicationsPhotogrammetryINGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIAArtificial intelligencebusinessISPRS Journal of Photogrammetry and Remote Sensing
researchProduct

Documenting the light sensitivity of Spanish Levantine rock art paintings

2015

[EN] A case study to evaluate the use of microfading spectrometry (MFS) for the study of colored systems found in prehistoric rock art paintings was conducted in the Cova Remígia rock-shelter, Castellón (Spain). This rock shelter is part of the rock art sites of the Mediterranean basin on the Iberian Peninsula included in UNESCO s World Heritage List. Some of the paintings belonging to this group are exposed to environmental factors including natural daylight, wind and rain, depending on the time of the day and the season of the year. Therefore, their preservation is a major concern to stakeholders and researchers responsible for protecting and studying these prehistoric paintings. The expe…

lcsh:Applied optics. PhotonicsPigmentsLightMediterranean Basinlcsh:TechnologyNatural (archaeology)ExposurePrehistoryPeninsulaPhotosensitivityGroup (stratigraphy)Spanish Levantine Rock artArt prehistòricPaintinggeography.geographical_feature_categorylcsh:Tlcsh:TA1501-1820ArchaeologyGeographylcsh:TA1-2040INGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIARock artlcsh:Engineering (General). Civil engineering (General)Microfading spectrometryCartographyRock shelter
researchProduct

Design and implementation of an augmented reality application for rock art visualization in Cova dels Cavalls (Spain)

2019

[EN] Prehistoric rock art paintings, specifically rock-shelters exposed to environmental and anthropogenic factors, are usually faint and severely damaged, being them difficult to identify and understand by visitors. Augmented Reality (AR) supplements reality with virtual information superimposed onto the real world. This sensor-based technology in smartphones/tablets can improve the paintings experience displaying the 2D digital tracings overlapped onto the real scene (rock with faint paintings). This paper presents an AR application (app) developed in Cova dels Cavalls that shows a recreation of a possible original composition full of motifs with descriptive information to improve current…

ArcheologyAugmented reality (AR)Computer scienceMaterials Science (miscellaneous)Mobile applicationDissemination02 engineering and technologyConservation01 natural sciencesHuman–computer interactionSensibilityRecreationSpectroscopyPainting010401 analytical chemistry021001 nanoscience & nanotechnology0104 chemical sciencesVariety (cybernetics)VisualizationCultural heritageArchaeologyARToolKitChemistry (miscellaneous)Cultural heritageINGENIERIA CARTOGRAFICA GEODESIA Y FOTOGRAMETRIAAugmented realityRock artLevantine rock art0210 nano-technologyGeneral Economics Econometrics and Finance
researchProduct

Terrestrial laser scanning and close range photogrammetry for 3D archaeological documentation: the Upper Palaeolithic Cave of Parpalló as a case study

2010

Graphic and metric archaeological documentation is an activity that requires the capture of information from different sources, accurate processing and comprehensive analysis. If monitoring of the state of conservation is required, this task has to be performed before intervention, during and after the completion of the works in a repetitive way. This paper presents the use of terrestrial laser scanning (TLS) in order to effectively produce, prior to intervention, accurate and high-resolution 3D models of a cave with engravings dating back to the Upper Palaeolithic era. The processing of the TLS data is discussed in detail in order to create digital surface models. The complexity of the cav…

Archeologygeographygeography.geographical_feature_category060102 archaeologyPerspective (graphical)ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION0211 other engineering and technologiesTerrestrial laser scanning06 humanities and the arts02 engineering and technologyArchaeologyPhotogrammetryDocumentationCaveClose range photogrammetry0601 history and archaeologyRock artPrehistoric artGeology021101 geological & geomatics engineeringJournal of Archaeological Science
researchProduct