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Road map generation and feature extraction algorithms from GPS trajectories and Trajectories Data warehousing
(2020-11-05)
Advanced technologies in location acquisition allow us to track the movement of moving objects (people, planes, vehicles, animals, ships, ..) in geographical space. These technologies generate a vast amount of trajectory ...
Multiscale Modeling and Simulation of Clutter in ISAR Imaging
(2020-05-05)
Clutter is common in applications of radar imaging and can adversely impact target imaging by contributing scattered energy that is not accounted for in target signal models. One potential source of clutter is moving ...
Efficient Network Design for High Dimensional Data
(2020-05-14)
Due to the powerful feature representation capabilities, deep learning has became a powerful tool in the field of computer vision. Especially in the aspect of high-dimensional images, deep learning can achieve fast inference ...
SEMI-SUPERVISED DEEP LEARNING WITH APPLICATIONS IN SURGICAL VIDEO ANALYSIS AND BIOINFORMATICS
(2020-05-14)
In the current era of big data, deep learning has been the state-of-the-art model for various applications. Image-based applications such as image classification, object detection, image segmentation, benefit most from ...