Global ETD Search
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Showing 1 to 5 of 5 for “"mesh segmentation"”.
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Lifting 2D Vision Models into Structured Scene Representations
… solution for efficient open-set 3D instance segmentation of learned scene representations. Compared to previous approaches, our solution is more than an order of magnitude faster and can handle scenes with orders of magnitude more instances. Toward identifying affordances, we tackle the …
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Multimodal Graphical User Interface for 3D Model Fabrication Through Generative AI
… as functionalityaware model manipulation through mesh segmentation and categorization. However, all these workflows lack a coherent, unified platform that caters to users’ needs and each method’s technologies. Programs that rely on terminal-based commands lack the graphics needed for model …
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Machine Learning Algorithms for Geometry Processing by Example
… understanding, I demonstrate learning for shape segmentation and line illustration. For shape segmentation, the algorithms learn functions of shape data in order to perform segmentation and recognition of parts in 3D meshes simultaneously. This is in contrast to existing mesh segmentation methods …
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Accelerare la Realtà: Generazione di Ambienti Virtuali per la Navigazione di Robot in Ambienti Naturali Tramite Deep Learning
… grafica. Affrontiamo anche l'elaborazione delle mesh 3D, una componente critica dell'ambiente visivo. Introduciamo un nuovo metodo, MeT, per la segmentazione semantica di mesh. Questo metodo sfrutta architetture basate su transformers per riconoscere e separare le parti di un oggetto 3D, un …
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Hluboké učení pro analýzu 3D geometrie v medicíně
Architektúry hlbokých neurónových sietí navrhnuté pre tradičné signály, ako sú pravidelne vzorkované obrázky a mriežky, sa nedajú priamo previesť na geometrické reprezentácie s nepravidelným charakterom, ako napríklad triangulované povrchy či mračná bodov. Keďže nástroje, ktoré produkujú tieto 3D …