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(1 - 4 of 4)
Dynamic View Selection for Human Motion Analysis in Camera Networks
Title
Dynamic View Selection for Human Motion Analysis in Camera Networks
Author
Spurlock, Scott
Date Created
2015
Subjects--Topical
Computer science
Description
Automated human activity analysis for multi-camera networks requires algorithms that are both accurate and efficient for practical, real-time use. Current approaches face a trade-off between accuracy and speed, with the most accurate methods havin...
Interactive Mining for Large-scale Neuro-Morphological Datasets
Title
Interactive Mining for Large-scale Neuro-Morphological Datasets
Author
Li, Zhongyu
Date Created
2018
Subjects--Topical
Computer science, Neurosciences, Biomedical engineering
Description
In this dissertation, we aim to investigate advanced methods for the computational analytics of large-scale neuro-morphological datasets, which can help neuroscientists interactively explore neurons in real-time. Particularly, we tackle the neuro-...
Using Occlusion to Track Multiple Objects with Similar Appearance
Title
Using Occlusion to Track Multiple Objects with Similar Appearance
Author
Fasciano, Thomas
Date Created
2015
Subjects--Topical
Computer science, Visual perception
Description
Multiple object tracking is a fundamental problem within computer vision and has a wide range of applications. Although well studied, it remains a difficult task especially in scenarios which contain many occluding and highly similar appearing obj...
Weakly Supervised Learning on Image Manifolds
Title
Weakly Supervised Learning on Image Manifolds
Author
Wu, Hui
Date Created
2015
Subjects--Topical
Computer science
Description
Recent work in image manifold learning has shown the prevalence of unsupervised methods that provide compact representation and perceptually meaningful organization of images in certain types of natural image sets. However, in situations where a d...