{

matteo-dunnhofer

}


Blog

Latest Posts

Paper published at MIDL 2021

Posted on 12 Jul 2021

I am happy to announce that our latest paper titled “Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details” has been presented last week at the Medical Imaging with Deep Learnign (MIDL) Conference 2021. In this work, we proposed a new convolutional neural network (CNN) architecture to improve the automatic...

Paper published on IEEE RA-L

Posted on 02 Apr 2021

I am very happy to announce that our latest paper titled “Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation” has been published on the IEEE Robotics and Automation Letters (RA-L) journal. In this work, we propose a weakly-supervised strategy to adapt the generic-object tracking capabilities of deep...

Paper accepted at ACCV 2020

Posted on 13 Oct 2020

I’m happy to announce that our newest paper “Tracking-by-Trackers with a Distilled and Reinforced Model” has been accepted for publication by Asian Conference on Computer Vision (ACCV) 2020 which will be held next December. In this work, we propose a new tracking-by-trackers framework which unifies visual tracking goals that have...

New paper at ECCV 2020

Posted on 27 Aug 2020

Our newest paper “An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers” is going to be presented on August 28th at the Visual Object Tracking Challenge VOT2020 workshop, held in conjunction with the European Conference on Computer Vision (ECCV) 2020. In this work, we propose an analysis of the...

First journal paper published

Posted on 15 Jan 2020

I am happy to tell you that my first journal paper “Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images” is going to be published in the volume 60 of Medical Image Analysis. You can find the manuscript at this link.Here is the abstract of the paper:The tracking of the knee...

First paper accepted at the VOT2019 Challenge Workshop

Posted on 27 Sep 2019

I am excited to announce that my very first first-author paper titled “Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator” was accepted at the Visual Object Tracking (VOT) 2019 Challenge. This workshop is the annual premier event in the visual tracking panorama and this year it...

bandidos en barcelona

Posted on 29 Nov 2017

I finally had the time to edit the clips that my friends and I filmed during our skate-trip to Barcelona two months ago. Do not expect big tricks, we wanted just to have fun cruising the around the streets. We had very good times, although the Catalonian crisis, people was...

2007-2017

Posted on 02 Oct 2017

This year my crew and I celebrate our first ten years on the skateboard. For the occasion we decided to produce some skateboard decks and so I had to take back the pencil and start drawing (like in the good old days). In the drawing it is represented, in a...

My first Kaggle competition

Posted on 05 Aug 2017

I knew of the existence of Kaggle since I started studying Machine Learning. Unfortunately, during that time I did not have the experience nor the time to take part to any competition. But in last semester I made some good experiences that helped me to develop my skills in the...

ASD Forest Park Crew membership registration

Posted on 20 Jun 2017

Hello everyone!During last spring I had the opportunity to do a little work for the ASD Forest Park Crew association (of which I am a member) that runs my hometown skatepark.To access our skatepark a person must be a member of our association. Until last year, to become a fellow a...

A first look to ImageNet

Posted on 02 Feb 2017

In the last years a lot of coverage was given to Artificial Intelligence. During the last months of my Bachelor’s, reading more and more about the successful applications, I started to feel really curious about that area of AI called Deep Learning. Actually, Deep Learning is a sub-field of the more general Machine Learning, that...

The Pine video

Posted on 08 Dec 2016

On this day, two years ago, the first Pine crew’s video was published on YouTube.It featured parts of Marco Sandrini, Luca Minigher, Johnny Fabiani and me.Check it!

FasterApp iOS version 1.3

Posted on 08 Nov 2016

Hello!I finally found the time to update my application, since iOS 10 came out. This latest version, which is 1.3, is already up on the AppStore.One of the greatest features of iOS 10 is the opening of Siri to developers. The things you can program Siri to answer to are...

Happily Ever After first year

Posted on 22 Oct 2016

Hello guys!Today I’m writing just two lines to “celebrate” the first year of Luca Poldelmengo’s full-length video, Happily Ever After. Right on this day, a year ago, HEA was premiered at Cinema Visionario in Udine. It was a great honour for me to partecipate on a such great project. All the material...

SkiJumpingRaceManagerPro first test

Posted on 14 Sep 2016

Hi folks!Today I’m introducing you the project I’ve been working on for the last weeks. It’s been two years now since I started judging ski jumping national competitions. From the judge’s point of view, the job is simple and funny: you write your vote for every athlete on a sheet...

Ciao mondo!

Posted on 16 Aug 2016

Hello everyone and welcome to my personal website. It has been a few months since I first thought to create a small place where I would be able to share my works and thoughts. Well, here we are! I finally had the time to make it real.The contents are still...