{"id":835,"date":"2026-05-11T14:22:20","date_gmt":"2026-05-11T14:22:20","guid":{"rendered":"https:\/\/textailes-eccch.eu\/?page_id=835"},"modified":"2026-05-12T09:35:27","modified_gmt":"2026-05-12T09:35:27","slug":"nephele","status":"publish","type":"page","link":"https:\/\/textailes-eccch.eu\/index.php\/nephele\/","title":{"rendered":"NEPHELE"},"content":{"rendered":"\n<p class=\"has-lexend-deca-font-family has-medium-font-size\">NEPHELE is a 3D reconstruction module developed within the\u00a0TEXTaiLES\u00a0toolbox as a dedicated 3D reconstruction\u00a0component. It serves as the central bridge between SAM2 segmentation and\u00a0SuGaR-based surface alignment. NEPHELE transforms segmented multi-view images into a structured 3D Gaussian representation. Named after the mythological figure Nephele, symbolizing cloud and formation, the module embodies the core principle of Gaussian Splatting: representing geometry as a continuous density cloud rather than discrete points. Using SAM2-filtered masks and COLMAP camera parameters, NEPHELE constructs\u00a0an initial\u00a0Gaussian field where each splat encodes localized surface attributes such as position, covariance, opacity, and anisotropy. This cloud-based representation provides a smooth and differentiable foundation for\u00a0SuGaR\u00a0optimization, enhancing reconstruction stability, improving surface consistency across views, and enabling efficient convergence toward high-quality 3D models.\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"TEXTaiLES&#039;s Digital toolbox: \u039dEPHELE\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/FF1Tp1HRB6E?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>NEPHELE is a 3D reconstruction module developed within the\u00a0TEXTaiLES\u00a0toolbox as a dedicated 3D reconstruction\u00a0component. It serves as the central bridge between SAM2 segmentation and\u00a0SuGaR-based surface alignment. NEPHELE transforms segmented multi-view [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"footnotes":""},"class_list":["post-835","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/pages\/835","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/comments?post=835"}],"version-history":[{"count":4,"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/pages\/835\/revisions"}],"predecessor-version":[{"id":841,"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/pages\/835\/revisions\/841"}],"wp:attachment":[{"href":"https:\/\/textailes-eccch.eu\/index.php\/wp-json\/wp\/v2\/media?parent=835"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}