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 6 of 6 for “"Scene modeling"”.
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Generative 3D scene modeling: algorithm and applications
… ability to generate realistic and functional 3D scenes at scale is becoming increasingly important across domains such as agriculture, autonomous driving, immersive gaming, and robot learning. However, manually constructing such environments is prohibitively expensive and often introduces domain …
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Photo-Realistic Scene Modeling and Visualization using Online Photo Collections
Reconstructing 3D scenes from online photo collections has attracted a tremendous amount of interest from both academia and industry. The progress in the past decade has been exceptional, in terms of scale and reconstruction quality. Yet, we are still far from creating 3D models that support …
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Recognition, Mining, Synthesis and Estimation (Rmse) for Large-Scale Visual Data Using Multilinear Models
… video mining, image-based rendering, and 3D scene modeling. In object recognition, we present a general framework for dimensionality reduction using Datum-as-Is representation. Our approach works directly on the multi-dimensional form of the data (matrix in 2D and tensor in higher …
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Visual attention models for far-field scene analysis
… the problem of determining where to look in a scene in order to capture interesting activity in progress. We pose the problem of attention as an unsupervised learning problem, in which the task is to learn from long-term observation a model of the usual pattern of activity. Such a statistical …