180 citations · 577 across the 28 of their papers we have counts for
5 papers · 1 filter
Video-Based Convolutional Attention for Person Re-Identification
Marco Zamprogno, Marco Passon, Niki Martinel +5
In this paper we consider the problem of video-based person re-identification, which is the task of associating videos of the same person captured by different and non-overlapping…
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator
Matteo Dunnhofer, Niki Martinel, Gian Luca Foresti +1
In the last decade many different algorithms have been proposed to track a generic object in videos. Their execution on recent large-scale video datasets can produce a great amount…
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
Single Image Super-Resolution (SISR) aims to generate a high-resolution (HR) image of a given low-resolution (LR) image. The most of existing convolutional neural network (CNN) bas…
Image anomaly detection with capsule networks and imbalanced datasets
Claudio Piciarelli, Pankaj Mishra, Gian Luca Foresti
Image anomaly detection consists in finding images with anomalous, unusual patterns with respect to a set of normal data. Anomaly detection can be applied to several fields and has…
Deep Temporal Analysis for Non-Acted Body Affect Recognition
Danilo Avola, Luigi Cinque, Alessio Fagioli +2
Affective computing is a field of great interest in many computer vision applications, including video surveillance, behaviour analysis, and human-robot interaction. Most of the ex…