Publications | orso.io

On this page you can find some selected publications. For a complete list, you can check this link or my Google Scholar profile.

Conference paper

Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details

Matteo Dunnhofer, Niki Martinel, and Christian Micheloni

International Conference on Medical Imaging with Deep Learning (MIDL) 2021

[link]

Journal paper

Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation

Matteo Dunnhofer, Niki Martinel, and Christian Micheloni

IEEE Robotics and Automation Letters

[link]

[arXiv preprint]

[video]

Preprint paper

Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, and Christian Micheloni

arXiv

[arXiv preprint]

[video]

[project page]

Conference paper

Tracking-by-Trackers with a Distilled and Reinforced Model

Matteo Dunnhofer, Niki Martinel, and Christian Micheloni

Asian Conference on Computer Vision (ACCV) 2020

[link]

[arXiv preprint]

[video]

[code]

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

[link]

[arXiv preprint]

[video]

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

[link]

[video]

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

[link]

[arXiv preprint]

[video]

[poster]