{"id":23903,"date":"2022-09-12T13:24:41","date_gmt":"2022-09-12T12:24:41","guid":{"rendered":"https:\/\/www.istegroup.com\/?post_type=product&#038;p=23903"},"modified":"2025-01-03T11:57:14","modified_gmt":"2025-01-03T11:57:14","slug":"detection-de-changements-et-analyse-des-series-temporelles-dimages-1","status":"publish","type":"product","link":"https:\/\/www.istegroup.com\/fr\/produit\/detection-de-changements-et-analyse-des-series-temporelles-dimages-1\/","title":{"rendered":"D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1"},"content":{"rendered":"<p>Cet ouvrage traite des avanc\u00e9es en analyse des s\u00e9ries chronologiques d\u2019images de t\u00e9l\u00e9d\u00e9tection par apprentissages statistique, automatique et\/ou profond. Il pr\u00e9sente un \u00e9ventail de mod\u00e8les math\u00e9matiques, de m\u00e9thodes d\u2019extraction d\u2019informations spatio-temporelles et d\u2019applications en observation de la Terre.<\/p>\n<p><em>D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1<\/em> est structur\u00e9 selon les strat\u00e9gies d\u2019apprentissage supervis\u00e9, semi-supervis\u00e9 et non supervis\u00e9 sur les s\u00e9ries temporelles d\u2019images optiques et radar \u00e0 synth\u00e8se d\u2019ouverture. L\u2019ouvrage met en lumi\u00e8res des contributions sur la d\u00e9tection de changements multidates dans des donn\u00e9es mono- et multi-modales, sur les classes de transitions et d\u2019entit\u00e9s dynamiques, sur l\u2019analyse des tendances et des fluctuations spatio-temporelles, ou encore sur le suivi et l\u2019analyse pr\u00e9dictive d\u2019\u00e9volution.<\/p>\n<p>De nombreuses applications illustrent les \u00e9tudes sur l\u2019\u00e9volution de la surface terrestre (cartographie d\u2019exploitation des terres, analyse de l\u2019\u00e9tat des glaciers, dynamique urbaine, \u00e9valuation de la neige, etc.) et sur les risques naturels (\u00e9valuation des inondations, activit\u00e9s volcaniques, surveillance des avalanches, etc.). Les orientations futures sont \u00e9galement expos\u00e9es.<\/p>","protected":false},"excerpt":{"rendered":"<p>Cet ouvrage traite des avanc\u00e9es en analyse des s\u00e9ries chronologiques d\u2019images de t\u00e9l\u00e9d\u00e9tection par apprentissages statistique, automatique et\/ou profond. Il pr\u00e9sente un \u00e9ventail de mod\u00e8les math\u00e9matiques, de m\u00e9thodes d\u2019extraction d\u2019informations spatio-temporelles et d\u2019applications en observation de la Terre. D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 est structur\u00e9 selon les strat\u00e9gies d\u2019apprentissage supervis\u00e9, [&hellip;]<\/p>\n","protected":false},"featured_media":47605,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"product_brand":[],"product_cat":[4289],"product_tag":[],"class_list":{"0":"post-23903","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-sciences","8":"first","9":"instock","10":"shipping-taxable","11":"purchasable","12":"product-type-variable"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 - ISTE Group<\/title>\n<meta name=\"description\" content=\"D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 est structur\u00e9 selon les strat\u00e9gies d\u2019apprentissage supervis\u00e9, semi-supervis\u00e9 et non supervis\u00e9 sur les s\u00e9ries temporelles d\u2019images optiques et radar \u00e0 synth\u00e8se d\u2019ouverture.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.istegroup.com\/fr\/produit\/detection-de-changements-et-analyse-des-series-temporelles-dimages-1\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 - ISTE Group\" \/>\n<meta property=\"og:description\" content=\"D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 est structur\u00e9 selon les strat\u00e9gies d\u2019apprentissage supervis\u00e9, semi-supervis\u00e9 et non supervis\u00e9 sur les s\u00e9ries temporelles d\u2019images optiques et radar \u00e0 synth\u00e8se d\u2019ouverture.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.istegroup.com\/fr\/produit\/detection-de-changements-et-analyse-des-series-temporelles-dimages-1\/\" \/>\n<meta property=\"og:site_name\" content=\"ISTE Group\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-03T11:57:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.istegroup.com\/wp-content\/uploads\/2022\/08\/Detection-de-changements-et-analyse-des-series-temporelles-dimages-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.istegroup.com\/fr\/produit\/detection-de-changements-et-analyse-des-series-temporelles-dimages-1\/\",\"url\":\"https:\/\/www.istegroup.com\/fr\/produit\/detection-de-changements-et-analyse-des-series-temporelles-dimages-1\/\",\"name\":\"D\u00e9tection de changements et analyse des s\u00e9ries temporelles d\u2019images 1 - 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