6 Result(s)
within
Chapter
Claudio Piciarelli
English
Pattern Recognition
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Chapter and Conference Paper
Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis
Semantic segmentation models have shown impressive performance in the context of historical document layout analysis, but their effectiveness is reliant on having access to a large number of high-quality annot...
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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
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
Stereo Localization Using Dual PTZ Cameras
In this paper, we present a cooperative stereo system based on two pant-tilt-zoom (PTZ) cameras that can localize a moving target in a complex environment. Given an approximate target position that can be esti...
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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...
