Personal information

Other IDs

Scopus Author ID: 57200015315

Activities

Collapse all

Works (18)

Visual tracking in camera-switching outdoor sport videos: Benchmark and baselines for skiing

Computer Vision and Image Understanding
2024-06 | Journal article
DOI: 10.1016/j.cviu.2024.103978
Contributors: Matteo Dunnhofer; Christian Micheloni
Source: check_circle
Crossref

Visual Object Tracking in First Person Vision

International Journal of Computer Vision
2023-01 | Journal article
DOI: 10.1007/s11263-022-01694-6
Contributors: Matteo Dunnhofer; Antonino Furnari; Giovanni Maria Farinella; Christian Micheloni
Source: check_circle
Crossref

Deep convolutional feature details for better knee disorder diagnoses in magnetic resonance images

Computerized Medical Imaging and Graphics
2022-12 | Journal article
DOI: 10.1016/j.compmedimag.2022.102142
Contributors: Matteo Dunnhofer; Niki Martinel; Christian Micheloni
Source: check_circle
Crossref

Combining complementary trackers for enhanced long-term visual object tracking

Image and Vision Computing
2022-06 | Journal article
DOI: 10.1016/j.imavis.2022.104448
Contributors: Matteo Dunnhofer; Kristian Simonato; Christian Micheloni
Source: check_circle
Crossref

Lord of the Rings: Hanoi Pooling and Self-Knowledge Distillation for Fast and Accurate Vehicle Reidentification

IEEE Transactions on Industrial Informatics
2022-01 | Journal article
DOI: 10.1109/TII.2021.3068927
Contributors: Niki Martinel; Matteo Dunnhofer; Rita Pucci; Gian Luca Foresti; Christian Micheloni
Source: check_circle
Crossref

Tracking-by-Trackers with a Distilled and Reinforced Model

2021 | Book chapter
DOI: 10.1007/978-3-030-69532-3_38
Contributors: Matteo Dunnhofer; Niki Martinel; Christian Micheloni
Source: check_circle
Crossref

Bituminous Mixtures Experimental Data Modeling Using a Hyperparameters-Optimized Machine Learning Approach

Applied Sciences
2021-12-09 | Journal article
DOI: 10.3390/app112411710
Contributors: Matteo Miani; Matteo Dunnhofer; Fabio Rondinella; Evangelos Manthos; Jan Valentin; Christian Micheloni; Nicola Baldo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Surrogate Safety Measures Prediction at Multiple Timescales in V2P Conflicts Based on Gated Recurrent Unit

Sustainability
2021-08-28 | Journal article
DOI: 10.3390/su13179681
Contributors: Matteo Miani; Matteo Dunnhofer; Christian Micheloni; Andrea Marini; Nicola Baldo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

IEEE Robotics and Automation Letters
2021-07 | Journal article
DOI: 10.1109/LRA.2021.3070816
Contributors: Matteo Dunnhofer; Niki Martinel; Christian Micheloni
Source: check_circle
Crossref

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

2020 | Book chapter
DOI: 10.1007/978-3-030-68238-5_41
Contributors: Matteo Dunnhofer; Niki Martinel; Christian Micheloni
Source: check_circle
Crossref

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

Ultrasound in Medicine and Biology
2020 | Journal article
DOI: 10.1016/j.ultrasmedbio.2019.10.015
EID:

2-s2.0-85076228292

Part of ISBN:

1879291X 03015629
Contributors: Antico, M.; Sasazawa, F.; Dunnhofer, M.; Camps, S.M.; Jaiprakash, A.T.; Pandey, A.K.; Crawford, R.; Carneiro, G.; Fontanarosa, D.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

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

Ultrasound in Medicine & Biology
2020-02 | Journal article
DOI: 10.1016/j.ultrasmedbio.2019.10.027
Contributors: S.M. Camps; T. Houben; G. Carneiro; C. Edwards; M. Antico; M. Dunnhofer; E.G.H.J. Martens; J.A. Baeza; B.G.L. Vanneste; E.J. van Limbergen et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Medical Image Analysis
2020-02 | Journal article
DOI: 10.1016/j.media.2019.101631
Contributors: Matteo Dunnhofer; Maria Antico; Fumio Sasazawa; Yu Takeda; Saskia Camps; Niki Martinel; Christian Micheloni; Gustavo Carneiro; Davide Fontanarosa
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

The seventh visual object tracking VOT2019 challenge results

Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019
2019 | Conference paper
DOI: 10.1109/ICCVW.2019.00276
EID:

2-s2.0-85081053390
Contributors: Kristan, M.; Matas, J.; Leonardis, A.; Felsberg, M.; Pflugfelder, R.; Kämäräinen, J.-K.; Zajc, L.C.; Drbohlav, O.; Lukezic, A.; Berg, A. et al.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

Visual tracking by means of deep reinforcement learning and an expert demonstrator

Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019
2019 | Conference paper
DOI: 10.1109/ICCVW.2019.00282
EID:

2-s2.0-85082487303
Contributors: Dunnhofer, M.; Martinel, N.; Foresti, G.L.; Micheloni, C.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

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

IEEE International Ultrasonics Symposium, IUS
2018 | Conference paper
DOI: 10.1109/ULTSYM.2018.8579839
EID:

2-s2.0-85062500357

Part of ISBN:

19485727 19485719
Contributors: Camps, S.; Houben, T.; Edwards, C.; Antico, M.; Dunnhofer, M.; Martens, E.; Baeza, J.; Vanneste, B.; Van Limbergen, E.; De With, P. et al.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

Unsupervised smoke detection in normally smoking environments

ACM International Conference Proceeding Series
2018 | Conference paper
DOI: 10.1145/3243394.3243699
EID:

2-s2.0-85056646525
Contributors: Chini, M.; Martinel, N.; Dunnhofer, M.; Ceschia, C.; Micheloni, C.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

Person re-identification via unsupervised transfer of learned visual representations

ACM International Conference Proceeding Series
2017 | Conference paper
DOI: 10.1145/3131885.3131923
EID:

2-s2.0-85038832061
Contributors: Martinel, N.; Foresti, G.L.; Dunnhofer, M.; Micheloni, C.
Source: Self-asserted source
Matteo Dunnhofer via Scopus - Elsevier

Peer review (13 reviews for 6 publications/grants)

Review activity for Applied soft computing. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for International journal of computer vision. (5)
Review activity for Medical image analysis. (2)
Review activity for Pattern recognition. (3)
Review activity for Signal processing. (1)
How many people are using ORCID?