Matteo Dunnhofer

Orcid: 0000-0002-1672-667X

According to our database1, Matteo Dunnhofer authored at least 37 papers between 2017 and 2026.

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Bibliography

2026
Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones.
Int. J. Comput. Vis., June, 2026

CPUBone: Efficient Vision Backbone Design for Devices with Low Parallelization Capabilities.
CoRR, March, 2026

Better, But Not Sufficient: Testing Video ANNs Against Macaque IT Dynamics.
CoRR, January, 2026

Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025
LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Ego-Exo Object Correspondence by SAM2 and Cross-View Prompting.
Proceedings of the Image Analysis and Processing - ICIAP 2025, 2025

T-EVO: Tracking in Egovision for Online Visual Episodic Memory.
Proceedings of the Image Analysis and Processing - ICIAP 2025, 2025

Ego and Exo Views for an Object-Level Human Behavior Analysis and Understanding Through Tracking in Retail Spaces.
Proceedings of the Image Analysis and Processing - ICIAP 2025, 2025


Is Tracking Really More Challenging in First Person Egocentric Vision?
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024
Visual tracking in camera-switching outdoor sport videos: Benchmark and baselines for skiing.
Comput. Vis. Image Underst., 2024

Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory.
CoRR, 2024

Tracking Skiers from the Top to the Bottom.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Visual Object Tracking in First Person Vision.
Int. J. Comput. Vis., 2023

LBKENet:Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Visualizing Skiers' Trajectories in Monocular Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Lord of the Rings: Hanoi Pooling and Self-Knowledge Distillation for Fast and Accurate Vehicle Reidentification.
IEEE Trans. Ind. Informatics, 2022

Combining complementary trackers for enhanced long-term visual object tracking.
Image Vis. Comput., 2022

Deep convolutional feature details for better knee disorder diagnoses in magnetic resonance images.
Comput. Medical Imaging Graph., 2022

CoCoLoT: Combining Complementary Trackers in Long-Term Visual Tracking.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation.
IEEE Robotics Autom. Lett., 2021

Video-Based Reconstruction of the Trajectories Performed by Skiers.
CoRR, 2021

Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Is First Person Vision Challenging for Object Tracking?
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images.
Medical Image Anal., 2020

Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset.
CoRR, 2020

A Distilled Model for Tracking and Tracker Fusion.
CoRR, 2020

The Eighth Visual Object Tracking VOT2020 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Tracking-by-Trackers with a Distilled and Reinforced Model.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Visual Tracking by Means of Deep Reinforcement Learning and an Expert Demonstrator.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Unsupervised Smoke Detection in Normally Smoking Environments.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017
Person Re-Identification via Unsupervised Transfer of Learned Visual Representations.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017


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