Visual event recognition in videos by learning from web data by Duan, Lixin, Xu, Dong, Tsang, Ivor Wai-Hung, Luo, Jiebo

“…We propose a visual event recognition framework for consumer videos by leveraging a large amount of loosely labeled web videos (e.g., from YouTube). …”
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Sound event recognition in unstructured environments using spectrogram image processing by Dennis, Jonathan William

“…The objective of this research is to develop feature extraction and classification techniques for the task of sound event recognition (SER) in unstructured environments. Although this field is traditionally overshadowed by the popular field of automatic speech recognition (ASR), an SER system that can achieve human-like sound recognition performance opens up a range of novel application areas. …”
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Building occupant sensing : occupancy prediction and behavior recognition by Zhu, Qingchang

“…As simple behavior alone is not enough to enrich the understanding of occupants and indoor environments, energy-related sound event recognition is also studied for the interactive activities between occupants and appliances based on built-in microphones of smartphones. …”
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Event detection in spatiotemporal soccer data using neural networks by Wilbert

“…The datasets used were derived from the synthetic SoccER (Soccer Event Recognition) dataset, which was originally generated using modified open-source soccer simulation game engine. …”
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