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 5 of 5 for “"Video action recognition"”.
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Learning in vision and robotics
<p>I present my work on learning from video and robotic input. This is an important problem, with numerous potential applications. The use of machine learning makes it possible to obtain models which can handle noise and variation without explicitly programming them. It also raises the possibility …
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Human action recognition in the real world: handling domain shift in open-set, source-free and multi-source scenarios
… in trending fields such as human-robot interaction, autonomous driving, drone footage, sports and video surveillance. The variety of different scenarios and conditions in which modern computer vision algorithms are expected to operate, along with the significant cost derived from collecting …
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Visual relationship understanding
… tasks: visual relationship detection (VRD) and video action recognition. The majority of the thesis is focused on VRD, which is our main contribution. Relations amongst entities play a central role in image and video understanding. In the first three chapters, we discuss visual relationship …
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Action Recognition with Knowledge Transfer
… on deep neural networks has shown remarkable action recognition performance from videos. The remarkable performance is often achieved by transfer learning: training a model on a large-scale labeled dataset (source) and then fine-tuning the model on the small-scale labeled datasets (targets). …
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Im2Vid: Future Video Prediction for Static Image Action Recognition
Static image action recognition aims at identifying the action performed in a given image. Most existing static image action recognition approaches use high-level cues present in the image such as objects, object human interaction, or human pose to better capture the action performed. Unlike …