Výsledky vyhledávání - "Varney, Nina"

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Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers

Autor: Varney, Nina, Asari, Vijayan K., Graehling, Quinn

We present a method to learn a diverse group of object categories from an unordered point set. We propose our Pyramid Point network, which uses a dense pyramid structure instead of the traditional 'U' shape, typically seen in semantic segmentation ne

Externí odkaz: http://arxiv.org/abs/2011.08692

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DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation

Autor: Varney, Nina, Asari, Vijayan K., Graehling, Quinn

We present the Dayton Annotated LiDAR Earth Scan (DALES) data set, a new large-scale aerial LiDAR data set with over a half-billion hand-labeled points spanning 10 square kilometers of area and eight object categories. Large annotated point cloud dat

Externí odkaz: http://arxiv.org/abs/2004.11985

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Dissertation/ Thesis

LiDAR Data Analysis for Automatic Region Segmentation and Object Classification

Autor: Varney, Nina M.

Light Detection and Ranging, (LiDAR) presents a series of unique challenges, the foremost of these being object identification. Because of the ease of aerial collection and high range resolution, analysts are often faced with the challenge of sorting

Externí odkaz: http://rave.ohiolink.edu/etdc/view?acc_num=dayton1446747790

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