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Introduction

Texas ScholarWorks was established to provide open, online access to the products of the University's research and scholarship, to preserve these works for future generations, to promote new models of scholarly communication, and to help deepen community understanding of the value of higher education.

UT Tower and campus image credit: Earl McGehee, CC-BY, https://www.flickr.com/photos/ejmc/7452145850

 

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Recent Submissions

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Multi-modal 3D Gaussian Splatting for SLAM
(2024) Sun, Lisong C.; Wang, Zhangyang
From AR/VR to autonomous mobile robotics, Simultaneous Localization and Mapping (SLAM) is essential for tracking and scene understanding. 3D Gaussian Splatting (3DGS) offers a map representation capable of photorealistic reconstruction and real-time rendering of scenes using multiple posed cameras. By combining these two techniques, this thesis aims to show that a 3D Gaussian map representation is capable of accurate SLAM when given unposed RGB-D images and inertial measurements. The proposed method, MM3DGS, addresses the limitations of prior neural radiance field representations by enabling faster rendering, scale awareness, and improved trajectory tracking. In addition, a new multi-modal SLAM dataset, UT-MM, is collected from a mobile robot and is publicly released. Experimental evaluation on several scenes from the dataset shows that with the proper sensor conf iguration, MM3DGS achieves 3× improvement in tracking and 5% improvement in photometric rendering quality compared to the current 3DGS SLAM state-of-the-art, while allowing real-time rendering of a high-resolution dense 3D map.
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Relation of potential differences to bud inhibition in Phaseolus multiflorus
(1935) Rehm, Warren S., 1907-1994; Lund, E. J. (Elmer Julius), 1884-1969
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Synthesis of hydantoins with hypnotic properties
(1935) Rigler, Neil Edward; Henze, Henry R., 1896-1974