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MTF-tailored multiscale fusion of high-resolution multispectral and panchromatic imagery / B. Aiazzi in Photogrammetric Engineering & Remote Sensing, PERS, vol 72 n° 5 (May 2006)
[article]
Titre : MTF-tailored multiscale fusion of high-resolution multispectral and panchromatic imagery Type de document : Article/Communication Auteurs : B. Aiazzi, Auteur ; S. Baronti, Auteur Année de publication : 2006 Article en page(s) : pp 591 - 596 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] données multiéchelles
[Termes IGN] fonction de transfert de modulation
[Termes IGN] fusion d'images
[Termes IGN] image à haute résolution
[Termes IGN] image multibande
[Termes IGN] image panchromatiqueRésumé : (Auteur) This work presents a multiresolution framework for merging a multispectral image having an arbitrary number of bands with a higher-resolution panchromatic observation. The fusion method relies on the generalized Laplacian pyramid (glp), which is a multiscale, oversampled structure. The goal is to selectively perform injection of spatial frequencies from an image to another with the constraint of thoroughly retaining the spectral information of the coarser data. The novel idea is that a model of the modulation transfer functions (mtf) of the multispectral scanner is exploited to design the glp reduction filter. Thus, the interband structure model (ibsm), which is calculated at the coarser scale, where both MS and pan data are available, can be extended to the finer scale, without the drawback of the poor enhancement occurring when MTFs are assumed to be ideal filters. Experiments carried out on QuickBird data demonstrate that a superior spatial enhancement, besides the spectral quality typical of injection methods, is achieved by means of the MTF-adjusted fusion. Numéro de notice : A2006-153 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.72.5.591 En ligne : https://doi.org/10.14358/PERS.72.5.591 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27880
in Photogrammetric Engineering & Remote Sensing, PERS > vol 72 n° 5 (May 2006) . - pp 591 - 596[article]Surface mapping using image triplets: case studies benefit assessment in comparison to stereo image processing / H. Raggam in Photogrammetric Engineering & Remote Sensing, PERS, vol 72 n° 5 (May 2006)
[article]
Titre : Surface mapping using image triplets: case studies benefit assessment in comparison to stereo image processing Type de document : Article/Communication Auteurs : H. Raggam, Auteur Année de publication : 2006 Article en page(s) : pp 551 - 563 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] données topographiques
[Termes IGN] fusion d'images
[Termes IGN] image Ikonos
[Termes IGN] image SPOT
[Termes IGN] image tri-stéréoscopique
[Termes IGN] modèle numérique de surface
[Termes IGN] spatiocarte
[Termes IGN] visualisation 3DRésumé : (Auteur) Mapping of the Earth's surface from satellite images is a continuing application in remote sensing, which has been distinctly pushed with the increasing availability of very high-resolution image data. In most of the missions, stereo images can be acquired making 3D mapping from space very attractive, as high accuracy and level of detail become feasible from such data. In this paper, several case studies are presented, which have been applied to stereo pairs acquired by the SPOT sensors as well as the very high-resolution Ikonos sensor. As an extension to standard stereo mapping, a 3D mapping approach which makes use of multiple image coverage is presented. For this work, image triplets including multi-sensor data sets have been used to extract 3D topography information and to generate digital surface models. The benefit of this extended approach is comparatively assessed with respect to results achieved from standard stereo mapping. Numéro de notice : A2006-151 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.72.5.551 En ligne : https://doi.org/10.14358/PERS.72.5.551 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27878
in Photogrammetric Engineering & Remote Sensing, PERS > vol 72 n° 5 (May 2006) . - pp 551 - 563[article]Automatic building detection using the Dempster-Shafer algorithm / Y.H. Lu in Photogrammetric Engineering & Remote Sensing, PERS, vol 72 n° 4 (April 2006)
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Titre : Automatic building detection using the Dempster-Shafer algorithm Type de document : Article/Communication Auteurs : Y.H. Lu, Auteur ; John C. Trinder, Auteur ; K. Kubik, Auteur Année de publication : 2006 Article en page(s) : pp 395 - 402 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Applications de télédétection
[Termes IGN] analyse d'image numérique
[Termes IGN] bâtiment
[Termes IGN] classification de Dempster-Shafer
[Termes IGN] classification dirigée
[Termes IGN] classification par maximum de vraisemblance
[Termes IGN] détection de changement
[Termes IGN] détection du bâti
[Termes IGN] fusion d'images
[Termes IGN] modèle numérique de surface
[Termes IGN] photo-interprétation assistée par ordinateurRésumé : (Auteur) An approach and strategy for automatic detection of buildings from aerial images using combined image analysis and interpretation techniques is described in this paper. It is undertaken in several steps. A dense DSM is obtained by stereo image matching and then the results of multi-band classification, the DSM, and Normalized Difference Vegetation Index (ndvi) are used to reveal preliminary building interest areas. From these areas, a shape modeling algorithm has been used to precisely delineate their boundaries. The Dempster-Shafer data fusion technique is then applied to detect buildings from the combination of three data sources by a statistically-based classification. A number of test areas, which include buildings of different sizes, shape, and roof color have been investigated. The tests are encouraging and demonstrate that all processes in this system are important for effective building detection. Numéro de notice : A2006-121 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.72.4.395 En ligne : https://doi.org/10.14358/PERS.72.4.395 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27848
in Photogrammetric Engineering & Remote Sensing, PERS > vol 72 n° 4 (April 2006) . - pp 395 - 402[article]A new wavelet-based image fusion method for remotely sensed data / C. Yunhao in International Journal of Remote Sensing IJRS, vol 27 n°7-8 (April 2006)
[article]
Titre : A new wavelet-based image fusion method for remotely sensed data Type de document : Article/Communication Auteurs : C. Yunhao, Auteur ; D. Lei, Auteur Année de publication : 2006 Article en page(s) : pp 1465 - 1476 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] analyse comparative
[Termes IGN] analyse en composantes principales
[Termes IGN] fusion d'images
[Termes IGN] image à haute résolution
[Termes IGN] image Landsat-TM
[Termes IGN] image SPOT
[Termes IGN] ondelette
[Termes IGN] qualité des données
[Termes IGN] transformation intensité-teinte-saturationRésumé : (Auteur) The preservation of spectral characteristics and the retention of high spatial resolution are two key issues in image fusion. Different applications may require different balances between the two. However, the limitation is that only one fused result is possible for most of the commonly used fusion methods; users have no control over how much spatial detail or spectral information should be retained. Both quantitative and qualitative criteria, including mean, standard deviation, entropy, average gradient, spectral distortion, correlation coefficient and visual assessment, were used to evaluate the performance of the proposed fuser. A SPOT (Satellite Pour l'Observation de la Terre) panchromatic image and Landsat Thematic Mapper (TM) images were employed in the evaluation. The results show that the proposed method is slightly better than, or comparable to, commonly used image fusion methods, including Intensity-Hue-Saturation (IHS), principal component analysis (PCA), and two other wavelet-based fusion methods with replacement and with selection strategies, in terms of spectral characteristic preservation and high spatial resolution retention. Moreover, the proposed method can achieve a wide range of balances between spectral characteristic preservation and high spatial resolution retention, and thus is applicable in different applications. Numéro de notice : A2006-159 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/01431160500474365 En ligne : https://doi.org/10.1080/01431160500474365 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27886
in International Journal of Remote Sensing IJRS > vol 27 n°7-8 (April 2006) . - pp 1465 - 1476[article]Réservation
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Code-barres Cote Support Localisation Section Disponibilité 080-06041 RAB Revue Centre de documentation En réserve L003 Disponible Spectral or spatial quality for used satellite imagery? A trade-off solution using the wavelet a trous algorithm / M. Lillo-Saavedra in International Journal of Remote Sensing IJRS, vol 27 n°7-8 (April 2006)
[article]
Titre : Spectral or spatial quality for used satellite imagery? A trade-off solution using the wavelet a trous algorithm Type de document : Article/Communication Auteurs : M. Lillo-Saavedra, Auteur ; C. Gonzalo, Auteur Année de publication : 2006 Article en page(s) : pp 1453 - 1464 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] algorithme à trous
[Termes IGN] fusion d'images
[Termes IGN] image multibande
[Termes IGN] image panchromatique
[Termes IGN] qualité des données
[Termes IGN] transformation en ondelettesRésumé : (Auteur) Several different methods for the fusion of multispectral and panchromatic images based on the wavelet transform have been proposed. The majority provide satisfactory results, but there is one, the a trous algorithm, that presents several advantages over the other fusion methods. Its computation is very simple; it only involves elementary algebraic operations, such as products, differences and convolutions. It yields a better spatial and spectral quality than the other methods. Standard fusion methods do not allow control of the spatial and spectral quality of the fused image; high spectral quality implies low spatial quality and vice versa. This paper proposes a new version of a fusion method based on the wavelet transform, computed through the a trous algorithm, that permits customization of the trade-off between the spectral and spatial quality of the fused image through the evaluation of two quality indices: a spectral index (the ERGAS index) and a spatial one. For the latter, a new spatial index based on ERGAS concepts and translated to the spatial domain has been defined. In addition, several different schemes for the computation of the fusion method investigated have been evaluated to optimize the degradation level of the source image required to perform the fusion process. The performance of the proposed fusion method has been compared with the fusion methods based on wavelet Mallat and filtering in the Fourier domain. Numéro de notice : A2006-158 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/01431160500462188 En ligne : https://doi.org/10.1080/01431160500462188 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27885
in International Journal of Remote Sensing IJRS > vol 27 n°7-8 (April 2006) . - pp 1453 - 1464[article]Réservation
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