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Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis

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  1. 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

    Claudio Piciarelli, Pankaj Mishra in Image Analysis and Processing – ICIAP 2019 (2019)

  2. 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...

    Danilo Avola, Gian Luca Foresti in Image Analysis and Processing - ICIAP 2017… (2017)

  3. 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...

    Niki Martinel, Danilo Avola in Image Analysis and Processing — ICIAP 2015 (2015)

  4. 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 ...

    Claudio Piciarelli, Christian Micheloni in Image Analysis and Processing – ICIAP 2013 (2013)

  5. 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...

    Niki Martinel, Christian Micheloni in Image Analysis and Processing – ICIAP 2011 (2011)

  6. 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...

    Srinivasa Rao Dammavalam, Claudio Piciarelli in Image Analysis and Processing – ICIAP 2009 (2009)