Region Proposal Based Object Detectors Integrated With an Extended Kalman Filter for a Robust Detect-Tracking Algorithm

In this thesis we present a detect-tracking algorithm (see figure 3.1) that combines the detection robustness of static region proposal based object detectors, like the faster region convolutional neural network (R-CNN) and the region-based fully convolutional networks (R-FCN) model, with the tracki...

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Bibliographic Details
Main Author: Khajo, Gabriel
Format: Others
Language:English
Published: Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013) 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-72698