On this page you can find the publication list of the Machine Learning and Perception Lab.

62 entries « 1 of 2 »

2022

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

Niki Martinel; Matteo Dunnhofer; Rita Pucci; Gian Luca Foresti; Christian Micheloni

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

IEEE Transactions on Industrial Informatics, 18 (1), pp. 87-96, 2022.

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2021

Is First Person Vision Challenging for Object Tracking?

Matteo Dunnhofer; Antonino Furnari; Giovanni Maria Farinella; Christian Micheloni

Is First Person Vision Challenging for Object Tracking? Inproceedings

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 2698-2710, 2021.

BibTeX

Resolution Based Feature Distillation for Cross Resolution Person Re-Identification

Asad Munir; Chengjin Lyu; Bart Goossens; Wilfried Philips; Christian Micheloni

Resolution Based Feature Distillation for Cross Resolution Person Re-Identification Inproceedings

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 281-289, 2021.

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Self-Attention Agreement Among Capsules

Rita Pucci; Christian Micheloni; Niki Martinel

Self-Attention Agreement Among Capsules Inproceedings

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 272-280, 2021.

BibTeX

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results

Goutam Bhat; Martin Danelljan; Radu Timofte; ...; Rao Muhammad Umer; ...; Christian Micheloni

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results Inproceedings

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 613-626, 2021.

BibTeX

Collaborative Image and Object Level Features for Image Colourisation

Rita Pucci; Christian Micheloni; Niki Martinel

Collaborative Image and Object Level Features for Image Colourisation Inproceedings

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 2160-2169, 2021.

BibTeX

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

Matteo Miani; Matteo Dunnhofer; Christian Micheloni; Andrea Marini; Nicola Baldo

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

Sustainability, 13 (17), 2021, ISSN: 2071-1050.

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Deep Iterative Residual Convolutional Network for Single Image Super-Resolution

Rao M Umer; G L Foresti; C Micheloni

Deep Iterative Residual Convolutional Network for Single Image Super-Resolution Inproceedings

2020 25th International Conference on Pattern Recognition (ICPR), pp. 1852-1858, 2021.

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Self and Channel Attention Network for Person Re-Identification

Asad Munir; Niki Martinel; Christian Micheloni

Self and Channel Attention Network for Person Re-Identification Inproceedings

2020 25th International Conference on Pattern Recognition (ICPR), pp. 4025-4031, 2021.

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Fixed simplex coordinates for angular margin loss in CapsNet

Rita Pucci; Christian Micheloni; Gian Luca Foresti; Niki Martinel

Fixed simplex coordinates for angular margin loss in CapsNet Inproceedings

2020 25th International Conference on Pattern Recognition (ICPR), pp. 3042-3049, 2021.

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Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details

Matteo Dunnhofer; Niki Martinel; Christian Micheloni

Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details Inproceedings

Medical Imaging with Deep Learning, 2021.

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Chengjin Lyu; Patrick Heyer; Asad Munir; Ljiljana Platisa; Christian Micheloni; Bart Goossens; Wilfried Philips

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning Inproceedings

2021 the 5th International Conference on Innovation in Artificial Intelligence, pp. 158–163, Association for Computing Machinery, Xia men, China, 2021, ISBN: 9781450388634.

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

Matteo Dunnhofer; Niki Martinel; Christian Micheloni

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

IEEE Robotics and Automation Letters, 6 (3), pp. 5016-5023, 2021.

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An Intelligent Auto-Organizing Aerial Robotic Sensor Network System for Urban Surveillance

Wai Lun Leong; Niki Martinel; Sunan Huang; Christian Micheloni; Gian Luca Foresti; Rodney Swee Huat Teo

An Intelligent Auto-Organizing Aerial Robotic Sensor Network System for Urban Surveillance Journal Article

Journal of Intelligent & Robotic Systems, 102 (2), pp. 1–22, 2021.

BibTeX

2020

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

Matteo Dunnhofer; Niki Martinel; Christian Micheloni

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

European Conference on Computer Vision (ECCV) Workshops, 2020.

BibTeX

Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution

Rao Muhammad Umer; Christian Micheloni

Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Inproceedings

European Conference on Computer Vision (ECCV) Workshops, 2020.

BibTeX

The Eighth Visual Object Tracking VOT2020 Challenge Results

Matej Kristan; Aleš Leonardis; Jiří Matas; Michael Felsberg; Roman Pflugfelder; Joni-Kristian Kämäräinen; Martin Danelljan; Luka Čehovin Zajc; Alan Lukežič; ...; Christian Micheloni; ...; Gian Luca Foresti; ...; Matteo Dunnhofer

The Eighth Visual Object Tracking VOT2020 Challenge Results Inproceedings

European Conference on Computer Vision (ECCV) 2020 Workshops, 2020.

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Deep interactive encoding with capsule networks for image classification

Rita Pucci; Christian Micheloni; Gian Luca Foresti; Niki Martinel

Deep interactive encoding with capsule networks for image classification Journal Article

Multimedia Tools and Applications, 2020.

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Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution

Rao Muhammad Umer; Gian Luca Foresti; Christian Micheloni

Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution Inproceedings

The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020.

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NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results

Andreas Lugmayr; Martin Danelljan; Radu Timofte

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Inproceedings

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020.

BibTeX

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; Davide Fontanarosa

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

Medical Image Analysis, 60 , pp. 101631, 2020, ISSN: 13618415.

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Deep Pyramidal Pooling With Attention for Person Re-Identification

N Martinel; G L Foresti; C Micheloni

Deep Pyramidal Pooling With Attention for Person Re-Identification Journal Article

IEEE Transactions on Image Processing, 29 , pp. 7306-7316, 2020.

BibTeX

Adaptive neural tree exploiting expert nodes to classify high-dimensional data

Shadi Abpeikar; Mehdi Ghatee; Gian Luca Foresti; Christian Micheloni

Adaptive neural tree exploiting expert nodes to classify high-dimensional data Journal Article

Neural Networks, 124 , pp. 20 - 38, 2020, ISSN: 0893-6080.

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W L Leong; N Martinel; S Huang; C Micheloni; G L Foresti; R Teo

Integrated Perception and Tactical Behaviours in an Auto-Organizing Aerial Sensor Network Inproceedings

2020 International Conference on Unmanned Aircraft Systems (ICUAS), pp. 429-438, 2020.

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Asad Munir; Christian Micheloni

Self Attention based multi branch Network for Person Re-Identification Inproceedings

2020 5th International Conference on Smart and Sustainable Technologies (SpliTech), pp. 1-5, 2020.

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Multi Branch Siamese Network For Person Re-Identification

Asad Munir; Niki Martinel; Christian Micheloni

Multi Branch Siamese Network For Person Re-Identification Inproceedings

2020 IEEE International Conference on Image Processing (ICIP), pp. 2351-2355, 2020.

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Is It a Plausible Colour? UCapsNet for Image Colourisation

Rita Pucci; Christian Micheloni; Gian Luca Foresti; Niki Martinel

Is It a Plausible Colour? UCapsNet for Image Colourisation Miscellaneous

Self-Supervised Learning Workshop at NeurIPS 2020, 2020.

BibTeX

Tracking-by-Trackers with a Distilled and Reinforced Model

Matteo Dunnhofer; Niki Martinel; Christian Micheloni

Tracking-by-Trackers with a Distilled and Reinforced Model Inproceedings

Asian Conference on Computer Vision (ACCV), pp. 631–650, 2020, ISBN: 978-3-030-69532-3.

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2019

The Seventh Visual Object Tracking VOT2019 Challenge Results

Matej Kristan; Jiri Matas; Ales Leonardis; Michael Felsberg; Roman Pflugfelder; Joni-Kristian Kamarainen; Luka Cehovin Zajc; Ondrej Drbohlav; Alan Lukezic; ...; Niki Martinel; ...; Christian Micheloni; ...; Matteo Dunnhofer; ...

The Seventh Visual Object Tracking VOT2019 Challenge Results Inproceedings

The IEEE International Conference on Computer Vision (ICCV) Workshops, 2019.

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Visual Tracking by Means of Deep Reinforcement Learning and an Expert Demonstrator

Matteo Dunnhofer; Niki Martinel; Gian Luca Foresti; Christian Micheloni

Visual Tracking by Means of Deep Reinforcement Learning and an Expert Demonstrator Inproceedings

The IEEE International Conference on Computer Vision (ICCV) Workshops, 2019.

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Aggregating Deep Pyramidal Representations for Person Re-Identification

Niki Martinel; Gian Luca Foresti; Christian Micheloni

Aggregating Deep Pyramidal Representations for Person Re-Identification Inproceedings

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019.

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Niki Martinel; Gian Luca Foresti; Christian Micheloni

Distributed person re-identification through network-wise rank fusion consensus Journal Article

Pattern Recognition Letters, 124 , pp. 63–73, 2019, ISSN: 01678655.

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Marco Zamprogno; Marco Passon; Niki Martinel; Giuseppe Serra; Christian Micheloni; Carlo Tasso; Gian Luca Foresti

Video-Based Convolutional Attention for Person Re-Identification Inproceedings

International Conference on Image Analysis and Processing, 2019.

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Rita Pucci; Christian Micheloni; Vito Roberto; Gian Luca Foresti; Niki Martinel

An Exploration of the Interaction Between capsules with ResNetCaps models Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, ACM Press, Trento, Italy, 2019, ISBN: 9781450371896.

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Enkhtogtokh Togootogtokh; Sunan Huang; Wai Lun Leong; Rodney Teo; Gian Luca Foresti; Christian Micheloni; Niki Maritnel

An Efficient Artificial Intelligence Framework for UAV Systems Inproceedings

International Conference on Ubi-Media Computing, 2019.

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Giuseppe Lisanti; Niki Martinel; Christian Micheloni; Alberto Del Bimbo; Gian Luca Foresti

From person to group re-identification via unsupervised transfer of sparse features Journal Article

Image and Vision Computing, 83-84 , pp. 29–38, 2019, ISSN: 02628856.

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2018

Sunan Huang; Rodney Teo; William Leong; Niki Martinel; Gian Luca Foresti; Christian Micheloni

Coverage Control of Multiple Unmanned Aerial Vehicles: A Short Review Journal Article

Unmanned Systems, 6 (2), pp. 131––144, 2018.

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Niki Martinel; Gian Luca Foresti; Christian Micheloni

Unsupervised Hashing with Neural Trees for Image Retrieval and Person Re-Identification Inproceedings

International Conference on Distributed Smart Cameras, 2018, ISBN: 9781450365116.

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Matteo Chini; Niki Martinel; Matteo Dunnhofer; Carlo Ceschia; Christian Micheloni

Unsupervised Smoke Detection in Normally Smoking Environments Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, ACM Press, New York, New York, USA, 2018, ISBN: 9781450365116.

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Danilo Avola; Luigi Cinque; Gian Luca Foresti; Niki Martinel; Daniele Pannone; Claudio Piciarelli

A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights Journal Article

IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1–11, 2018, ISSN: 2168-2216.

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Niki Martinel; Gian Luca Foresti; Christian Micheloni

Wide-Slice Residual Networks for Food Recognition Inproceedings

The IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.

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Niki Martinel

Accelerated low-rank sparse metric learning for person re-identification Journal Article

Pattern Recognition Letters, 112 , pp. 234–240, 2018, ISSN: 01678655.

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2017

Niki Martinel; Gian Luca Foresti; Christian Micheloni

Person Reidentification in a Distributed Camera Network Framework Journal Article

IEEE Transactions on Cybernetics, 47 (11), pp. 3530–3541, 2017, ISSN: 2168-2267.

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Jorge Garcia; Niki Martinel; Alfredo Gardel; Ignacio Bravo; Gian Luca Foresti; Christian Micheloni

Discriminant Context Information Analysis for Post-Ranking Person Re-Identification Journal Article

IEEE Transactions on Image Processing, 26 (4), pp. 1650–1665, 2017, ISSN: 1057-7149.

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Niki Martinel; Claudio Piciarelli; Christian Micheloni

An Ensemble Feature Method for Food Classification Journal Article

Machine Graphics and Vision, 26 (1), pp. 13––39, 2017.

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Niki Martinel; Matteo Dunnhofer; Gian Luca Foresti; Christian Micheloni

Person Re-Identification via Unsupervised Transfer of Learned Visual Representations Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, Stanford, CA, USA, 2017, ISBN: 9781450354875.

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Matteo Chini; Niki Martinel; Stefano Spagnul; Christian Micheloni

Temporally Smoothed Anomaly Detection in Continuous Fluids Inproceedings

International Conference on Distributed Smart Cameras, pp. 7–12, Stanford, CA, USA, 2017.

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Giuseppe Lisanti; Niki Martinel; Alberto Del Bimbo; Gian Luca Foresti

Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding Inproceedings

Proceedings of the IEEE International Conference on Computer Vision (ICCV), pp. 2449–2458, Venice, Italy, 2017.

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2016

Jorge García; Niki Martinel; Alfredo Gardel; Ignacio Bravo; Gian Luca Foresti; Christian Micheloni

Modeling feature distances by orientation driven classifiers for person re-identification Journal Article

Journal of Visual Communication and Image Representation, 38 , pp. 115–129, 2016, ISSN: 10473203.

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Niki Martinel; Claudio Piciarelli; Christian Micheloni

A supervised extreme learning committee for food recognition Journal Article

Computer Vision and Image Understanding, 148 , pp. 67–86, 2016, ISSN: 1090235X.

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62 entries « 1 of 2 »