Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"PointNet++"”.
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User Leaving Detection Via MMwave Imaging
… from the 3D human mesh data with a hybrid PointNet-LSTM model. Based on explainable user point clouds, mmLock is more robust than existing gesture recognition systems which can only identify the raw signal patterns. We implement and evaluate mmLock with a commercial off-the-shelf (COTS) TI …
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H3DNET: A Deep Learning Framework for Hierarchical 3D Object Classification
… higher than the state-of-the-art, VOXNET[7] and POINTNET.
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Estimated Distributed Near-Field Surface Displacements Using Nascent Mobile Laser Scanning
… Corresponding point clouds are extracted using PointNet, a deep neural network, and a customized random sample consensus estimator. A combined least squares adjustment is developed for primitive modeling and change detection for both bi- and multi-temporal lidar time series, and the …
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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 …