Publications

2019

Journal Articles

54.Distributed person re-identification through network-wise rank fusion consensus

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

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

Pattern Recognition Letters, (xxxx), 2019, ISSN: 01678655.

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53.From person to group re-identification via unsupervised transfer of sparse features

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

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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Inproceedings

52.Aggregating Deep Pyramidal Representations for Person Re-Identification

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

Aggregating Deep Pyramidal Representations for Person Re-Identification Inproceedings

International Conference on Computer Vision and Pattern Recognition, 2019.

BibTeX

51.An Efficient Artificial Intelligence Framework for UAV Systems

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

An Efficient Artificial Intelligence Framework for UAV Systems Inproceedings

International Conference on Ubi-Media Computing, 2019.

BibTeX

50.An Exploration of the Interaction Between capsules with ResNetCaps models

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

An Exploration of the Interaction Between capsules with ResNetCaps models Inproceedings

International Conference on Distributed Smart Cameras, 2019.

BibTeX

49.Video-Based Convolutional Attention for Person Re-Identification

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

Video-Based Convolutional Attention for Person Re-Identification Inproceedings

International Conference on Image Analysis and Processing, 2019.

BibTeX

2018

Journal Articles

48.A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights

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

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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47.Accelerated low-rank sparse metric learning for person re-identification

Martinel, Niki

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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46.Coverage Control of Multiple Unmanned Aerial Vehicles: A Short Review

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

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

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

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Books

45.Low-Level Feature Detectors and Descriptors for Smart Image and Video Analysis: A Comparative Study

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

Low-Level Feature Detectors and Descriptors for Smart Image and Video Analysis: A Comparative Study Book

2018, ISSN: 18684408.

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Inproceedings

44.Wide-Slice Residual Networks for Food Recognition

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

Wide-Slice Residual Networks for Food Recognition Inproceedings

Winter Conference on Applications of Computer Vision, 2018.

Abstract | Links | BibTeX

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

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

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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42.Unsupervised Smoke Detection in Normally Smoking Environments

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

Unsupervised Smoke Detection in Normally Smoking Environments Inproceedings

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

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2017

Journal Articles

41.Discriminant Context Information Analysis for Post-Ranking Person Re-Identification

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

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

IEEE Transactions on Image Processing, 26 (4), pp. 1650-1665, 2017.

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40.Person Reidentification in a Distributed Camera Network Framework

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

Person Reidentification in a Distributed Camera Network Framework Journal Article

IEEE Transactions on Cybernetics, pp. 1–12, 2017, ISSN: 2168-2267.

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39.

Martinel, Niki; Piciarelli, Claudio; Micheloni, Christian

An Ensemble Feature Method for Food Classification Journal Article

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

BibTeX

Inproceedings

38.Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding

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

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

International Conference on Computer Vision, pp. 1––10, Venice, Italy, 2017.

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37.Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs

Avola, Danilo ; Foresti, Gian Luca ; Martinel, Niki ; Micheloni, Christian ; Pannone, Daniele ; Piciarelli, Claudio

Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs Inproceedings

International Conference on Image Analysis and Processing, pp. 1–11, 2017.

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36.Aerial Video Surveillance System for Small-Scale UAV Environment Monitoring

Avola, Danilo ; Foresti, Gian Luca ; Martinel, Niki ; Micheloni, Christian ; Pannone, Daniele ; Piciarelli, Claudio

Aerial Video Surveillance System for Small-Scale UAV Environment Monitoring Inproceedings

Advanced Video and Signal-Based Surveillance, pp. 1–6, 2017, ISBN: 9781538629390.

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35.Person Re-Identification via Unsupervised Transfer of Learned Visual Representations

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

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

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

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34.Temporally Smoothed Anomaly Detection in Continuous Fluids

Chini, Matteo; Martinel, Niki; Spagnul, Stefano; Micheloni, Christian

Temporally Smoothed Anomaly Detection in Continuous Fluids Inproceedings

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

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2016

Journal Articles

33.Modeling feature distances by orientation driven classifiers for person re-identification

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

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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32.A Pool of Multiple Person Re-Identification Experts

Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

A Pool of Multiple Person Re-Identification Experts Journal Article

Pattern Recognition Letters, 71 , pp. 23–30, 2016, ISSN: 01678655.

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31.A Supervised Extreme Learning Committee for Food Recognition

Martinel, Niki ; Piciarelli, Claudio ; Micheloni, Christian

A Supervised Extreme Learning Committee for Food Recognition Journal Article

Computer Vision and Image Understanding, 148 , pp. 67-86, 2016.

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Inproceedings

30.Temporal Model Adaptation for Person Re-Identification

Martinel, Niki; Das, Abir; Micheloni, Christian; Roy-Chowdhury, Amit K

Temporal Model Adaptation for Person Re-Identification Inproceedings

European Conference on Computer Vision, pp. 858–877, Springer, Amsterdam, The Netherlands, 2016.

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29.Distributed and Unsupervised Cost-Driven Person Re-identification

Martinel, Niki; Foresti, Gian Luca; Micheloni, Christian

Distributed and Unsupervised Cost-Driven Person Re-identification Inproceedings

International Conference on Pattern Recognition, pp. 1–6, Cancun, Mexico, 2016.

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28.Mobile Food Recognition with an Extreme Deep Tree

Martinel, Niki; Piciarelli, Claudio; Foresti, Gian Luca; Micheloni, Christian

Mobile Food Recognition with an Extreme Deep Tree Inproceedings

International conference on Distributed Smart Cameras, pp. 56–61, Paris, France, 2016, ISBN: 9781450347860.

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2015

Journal Articles

27.Kernelized Saliency-Based Person Re-Identification Through Multiple Metric Learning

Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

Kernelized Saliency-Based Person Re-Identification Through Multiple Metric Learning Journal Article

IEEE Transactions on Image Processing, 24 (12), pp. 5645–5658, 2015, ISSN: 1057-7149.

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26.Re-Identification in the Function Space of Feature Warps

Martinel, Niki ; Das, Abir ; Micheloni, Christian ; Roy-Chowdhury, Amit K

Re-Identification in the Function Space of Feature Warps Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (8), pp. 1656–1669, 2015, ISSN: 0162-8828.

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25.Classification of Local Eigen-Dissimilarities for Person Re-Identification

Martinel, Niki ; Micheloni, Christian

Classification of Local Eigen-Dissimilarities for Person Re-Identification Journal Article

IEEE Signal Processing Letters, 22 (4), pp. 455–459, 2015, ISSN: 1070-9908.

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24.The Evolution of Neural Learning Systems: A Novel Architecture Combining the Strengths of NTs, CNNs, and ELMs

Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

The Evolution of Neural Learning Systems: A Novel Architecture Combining the Strengths of NTs, CNNs, and ELMs Journal Article

IEEE System Man and Cybernetics Magazine, pp. 1–6, 2015.

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Inproceedings

23.Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis

Garcia, Jorge ; Martinel, Niki ; Micheloni, Christian ; Gardel, Alfredo

Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis Inproceedings

International Conference on Computer Vision, Santiago, Chile, 2015.

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22.Selection of Temporal Features for Event Detection in Smart Security

Martinel, Niki ; Avola, Danilo ; Piciarelli, Claudio ; Micheloni, Christian ; Vernier, Marco ; Cinque, Luigi ; Foresti, Gian Luca

Selection of Temporal Features for Event Detection in Smart Security Inproceedings

International Conference on Image Analysis and Processing, pp. 609–619, Genoa, Italy, 2015.

BibTeX

21.A Structured Committee for Food Recognition

Martinel, Niki ; Piciarelli, Claudio ; Micheloni, Christian ; Foresti, Gian Luca

A Structured Committee for Food Recognition Inproceedings

International Conference on Computer Vision Workshops, IEEE, Santiago, Chile, 2015.

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20.On Filter Banks of Texture Features for Mobile Food Classification

Martinel, Niki ; Piciarelli, Claudio ; Micheloni, Christian ; Foresti, Gian Luca

On Filter Banks of Texture Features for Mobile Food Classification Inproceedings

International Conference on Distributed Smart Cameras, pp. 11–16, Seville, Spain, 2015, ISBN: 9781450336819.

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2014

Journal Articles

19.Person re-identification by modelling principal component analysis coefficients of image dissimilarities

Martinel, Niki ; Micheloni, Christian

Person re-identification by modelling principal component analysis coefficients of image dissimilarities Journal Article

Electronics Letters, 50 (14), pp. 1000–1001, 2014, ISSN: 0013-5194.

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18.Camera Selection for Adaptive Human-Computer Interface

Martinel, Niki ; Micheloni, Christian ; Piciarelli, Claudio ; Foresti, Gian Luca

Camera Selection for Adaptive Human-Computer Interface Journal Article

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 44 (5), pp. 653–664, 2014, ISSN: 2168-2216.

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Incollections

17.Distributed Mobile Computer Vision: Advances, Challenges and Application

Martinel, Niki ; Prati, Andrea ; Micheloni, Christian

Distributed Mobile Computer Vision: Advances, Challenges and Application Incollection

Bobda, Christophe ; Velipasalar, Senem (Ed.): Distributed Embedded Smart Cameras, pp. 93–120, Springer New York, New York, NY, 2014, ISBN: 978-1-4614-7704-4.

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Inproceedings

16.Person Orientation and Feature Distances Boost Re-identification

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

Person Orientation and Feature Distances Boost Re-identification Inproceedings

International Conference on Pattern Recognition, pp. 4618–4623, IEEE, 2014, ISBN: 978-1-4799-5209-0.

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15.Mobile Re-Identification Based on Local Features Analysis

Akhtar, Zahid ; Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

Mobile Re-Identification Based on Local Features Analysis Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, ACM Press, New York, New York, USA, 2014, ISBN: 9781450329255.

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14.Sparse Matching of Random Patches for Person Re-Identification

Martinel, Niki ; Micheloni, Christian

Sparse Matching of Random Patches for Person Re-Identification Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, ACM Press, New York, New York, USA, 2014, ISBN: 9781450329255.

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13.Saliency Weighted Features for Person Re-identification

Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

Saliency Weighted Features for Person Re-identification Inproceedings

European Conference Computer Vision Workshops and Demonstrations, pp. 191–208, 2014.

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PhD Theses

12.

Martinel, Niki

A Distributed Video Surveillance System to Track Persons in Camera Networks PhD Thesis

University of Udine, 2014.

BibTeX

2013

Journal Articles

11.Robust Painting Recognition and Registration for Mobile Augmented Reality

Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

Robust Painting Recognition and Registration for Mobile Augmented Reality Journal Article

IEEE Signal Processing Letters, 20 (11), pp. 1022–1025, 2013, ISSN: 1070-9908.

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Incollections

10.Advanced artificial vision and mobile devices for new applications in learning, entertainment and cultural heritage domains

Foresti, Gian Luca ; Martinel, Niki ; Micheloni, Christian ; Vernier, Marco

Advanced artificial vision and mobile devices for new applications in learning, entertainment and cultural heritage domains Incollection

Habib, M K; Davim, Paulo J (Ed.): Interdisciplinary Mechatronics: Engineering Science and Research Development, pp. 450–481, Wiley-ISTE, 2013, ISBN: 978-1848214187.

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Inproceedings

9.Learning pairwise feature dissimilarities for person re-identification

Martinel, Niki ; Micheloni, Christian ; Piciarelli, Claudio

Learning pairwise feature dissimilarities for person re-identification Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, IEEE, Palm Springs, CA, 2013, ISBN: 978-1-4799-2164-5.

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8.Remote feature learning for mobile re-identification

Vernier, Marco ; Martinel, Niki ; Micheloni, Christian ; Foresti, Gian Luca

Remote feature learning for mobile re-identification Inproceedings

International Conference on Distributed Smart Cameras, pp. 1–6, IEEE, Palm Springs, CA, 2013, ISBN: 978-1-4799-2164-5.

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7.Image Processing Supports HCI in Museum Application

Martinel, Niki ; Vernier, Marco ; Foresti, Gian Luca ; Lamedica, Elisabetta

Image Processing Supports HCI in Museum Application Inproceedings

International Conference on Computer Vision Theory and Applications, Barcellona, Spain, 2013, ISBN: 978-989856547-1.

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6.Outdoor environment monitoring with unmanned aerial vehicles

Piciarelli, Claudio ; Micheloni, Christian ; Martinel, Niki ; Vernier, Marco ; Foresti, Gian Luca

Outdoor environment monitoring with unmanned aerial vehicles Inproceedings

International Conference on Image Analysis and Processing, Springer, 2013.

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2012

Journal Articles

5.Multi-signature based person re-identification

Martinel, Niki ; Foresti, Gian Luca

Multi-signature based person re-identification Journal Article

Electronics Letters, 48 (13), pp. 765, 2012, ISSN: 00135194.

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