1. First journal paper published

    Posted on January 15, 2020 by dontfollowmeimcrazy

    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 femoral condyle cartilage during ultrasound-guided minimally invasive procedures is important to avoid damaging this structure during such interventions. In this study, we propose a new deep learning method to track, accurately and efficiently, the femoral condyle cartilage in ultrasound sequences, which were acquired under several clinical conditions, mimicking realistic Read more…

  2. First paper accepted at the VOT2019 Challenge Workshop

    Posted on September 27, 2019 by dontfollowmeimcrazy

    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 will be held in conjunction with the International Conference on Computer Vision (ICCV) 2019. Here is the abstract of the paper: 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 Read more…