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Chapter and Conference Paper
Image Anomaly Detection with Capsule Networks and Imbalanced Datasets
Image anomaly detection consists in finding images with anomalous, unusual patterns with respect to a set of normal data
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Chapter and Conference Paper
Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs
In the last decade, the use of small-scale Unmanned Aerial Vehicles (UAVs) is increased considerably to support a wide range of tasks, such as vehicle tracking, object recognition, and land monitoring. A prere...
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Chapter and Conference Paper
Selection of Temporal Features for Event Detection in Smart Security
Scene understanding in smart surveillance and security is one of the major fields of investigation in computer vision research and industry. The ability of a system to automatically analyze and learn the event...
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Chapter and Conference Paper
Outdoor Environment Monitoring with Unmanned Aerial Vehicles
This work addresses the problem of video surveillance of outdoor environments with unmanned aerial vehicles (UAV). Specifically it proposes a two-step approach, with an initial offline stage in which a mosaic ...
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Chapter and Conference Paper
Pre-emptive Camera Activation for Video-Surveillance HCI
Video analytics has become a very important topic in computer vision. Many applications and different approaches have been proposed in different fields. This paper introduces a new information visualisation te...
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Chapter and Conference Paper
Shadow Removal in Outdoor Video Sequences by Automatic Thresholding of Division Images
Several video-based applications, such as video surveillance, traffic monitoring, video annotation, etc., rely on the correct detection and tracking of moving objects within the observed scene. Even though sev...