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A review on video summarization techniques
The exponential growth of technology has resulted in a profusion of advanced imaging
devices and eases internet accessibility, leading to an increase in the creation and use of …
devices and eases internet accessibility, leading to an increase in the creation and use of …
Query-dependent video representation for moment retrieval and highlight detection
Recently, video moment retrieval and highlight detection (MR/HD) are being spotlighted as
the demand for video understanding is drastically increased. The key objective of MR/HD is …
the demand for video understanding is drastically increased. The key objective of MR/HD is …
Summarization of egocentric videos: A comprehensive survey
The introduction of wearable video cameras (eg, GoPro) in the consumer market has
promoted video life-logging, motivating users to generate large amounts of video data. This …
promoted video life-logging, motivating users to generate large amounts of video data. This …
A survey of deep learning-based object detection
Object detection is one of the most important and challenging branches of computer vision,
which has been widely applied in people's life, such as monitoring security, autonomous …
which has been widely applied in people's life, such as monitoring security, autonomous …
Real-world anomaly detection in surveillance videos
Surveillance videos are able to capture a variety of realistic anomalies. In this paper, we
propose to learn anomalies by exploiting both normal and anomalous videos. To avoid …
propose to learn anomalies by exploiting both normal and anomalous videos. To avoid …
Deep multi-scale pyramidal features network for supervised video summarization
Video data are witnessing exponential growth, and extracting summarized information is
challenging. It is always necessary to reduce the load of video traffic for the efficient video …
challenging. It is always necessary to reduce the load of video traffic for the efficient video …
Localizing moments in video with natural language
We consider retrieving a specific temporal segment, or moment, from a video given a natural
language text description. Methods designed to retrieve whole video clips with natural …
language text description. Methods designed to retrieve whole video clips with natural …
End-to-end temporal action detection with 1b parameters across 1000 frames
Recently temporal action detection (TAD) has seen significant performance improvement
with end-to-end training. However due to the memory bottleneck only models with limited …
with end-to-end training. However due to the memory bottleneck only models with limited …