{

orso.io

}


2020

Preprint

A Distilled Model for Tracking and Tracker Fusion

Matteo Dunnhofer, Niki Martinel, and Christian Micheloni

Conference paper

An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers

Matteo Dunnhofer, Niki Martinel, and Christian Micheloni

European Conference on Computer Vision (ECCV) 2020, Visual Object Tracking Challenge VOT2020 workshop

Journal paper

Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images

Matteo Dunnhofer, Maria Antico, Fumio Sasazawa, Yu Takeda, Saskia Camps, Niki Martinel, Christian Micheloni, Gustavo Carneiro, and Davide Fontanarosa

Medical Image Analysis

Journal paper

Deep Learning-Based Femoral Cartilage Automatic Segmentation in Ultrasound Imaging for Guidance in Robotic Knee Arthroscopy

M. Antico, F. Sasazawa, M. Dunnhofer, S.M. Camps, A.T. Jaiprakash, A.K. Pandey, R. Crawford, G. Carneiro, D. Fontanarosa

Ultrasound in Medicine & Biology

Journal paper

Automatic Quality Assessment of Transperineal Ultrasound Images of the Male Pelvic Region Using Deep Learning

Saskia Camps, Tim Houben, Christopher Edwards, Maria Antico, Matteo Dunnhofer, Esther H.H.J Martens, Jose A. Baeza, Ben G.L Vanneste, Evert J. van Limbergen, Peter H.N de With, Frank Verhaegen, Gustavo Carneiro, Davide Fontanarosa

Ultrasound in Medicine & Biology





2019

Conference paper

Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator

Matteo Dunnhofer, Niki Martinel, Gian Luca Foresti, and Christian Micheloni

IEEE/CVF International Conference on Computer Vision (ICCV) 2019, Visual Object Tracking Challenge VOT2019 workshop

Conference paper

The Seventh Visual Object Tracking VOT2019 Challenge Results

Matej Kristan, ..., Matteo Dunnhofer, ...

IEEE/CVF International Conference on Computer Vision (ICCV) 2019, Visual Object Tracking Challenge VOT2019 workshop





2018

Conference paper

Unsupervised Smoke Detection in Normally Smoking Environments

Matteo Chini, Niki Martinel, Matteo Dunnhofer, Carlo Ceschia, Christian Micheloni

International Conference on Distributed Smart Cameras

Conference paper

One-class Gaussian process regressor for quality assessment of transperineal ultrasound images

Saskia M. Camps, Tim Houben, Davide Fontanarosa, Christopher Edwards, Maria Antico, Matteo Dunnhofer, Esther H.H.J Martens, Jose A. Baeza, Ben G.L Vanneste, Evert J. van Limbergen, Peter H.N de With, Frank Verhaegen, Gustavo Carneiro

International Conference on Medical Imaging with Deep Learning (MIDL)

Conference paper

Quality Assessment of Transperineal Ultrasound Images of the Male Pelvic Region Using Deep Learning

Saskia M. Camps, Tim Houben, Davide Fontanarosa, Christopher Edwards, Maria Antico, Matteo Dunnhofer, Esther H.H.J Martens, Jose A. Baeza, Ben G.L Vanneste, Evert J. van Limbergen, Peter H.N de With, Frank Verhaegen, Gustavo Carneiro

IEEE International Ultrasonics Symposium (IUS)





2017

Conference paper

Person Re-Identification via Unsupervised Transfer of Learned Visual Representations

Niki Martinel, Matteo Dunnhofer, Gian Luca Foresti, Christian Micheloni

International Conference on Distributed Smart Cameras