Niki Martinel

Orcid: 0000-0002-6962-8643

Affiliations:
  • University of Udine, Industrial and Information Engineering, Italy (PhD 2017)
  • University of California at Riverside, CA, USA (2014-2016)
  • University of Udine, Multimedia Communication, Italy (PhD 2014)


According to our database1, Niki Martinel authored at least 83 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

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

2023
Lightweight Implicit Blur Kernel Estimation Network for Blind Image Super-Resolution.
Inf., May, 2023

UW-ProCCaps: UnderWater Progressive Colourisation with Capsules.
CoRR, 2023

UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization.
CoRR, 2023

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

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

Consistent attentive dual branch network for person re-identification.
Multim. Tools Appl., 2022

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

Pro-CCaps: Progressively Teaching Colourisation to Capsules.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Cloth-Changing Person Re-identification with Self-Attention.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

CVGAN: Image Generation with Capsule Vector-VAE.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

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

Spatio-Temporal Attention for Cloth-Changing ReID in Videos.
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

An Intelligent Auto-Organizing Aerial Robotic Sensor Network System for Urban Surveillance.
J. Intell. Robotic Syst., 2021

TUCaN: Progressively Teaching Colourisation to Capsules.
CoRR, 2021

Collaboration among Image and Object Level Features for Image Colourisation.
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

Self-Attention Agreement Among Capsules.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 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

Where Did I See It? Object Instance Re-Identification with Attention.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Collaborative Image and Object Level Features for Image Colourisation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Oriented Splits Network to Distill Background for Vehicle Re-Identification.
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020
A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Deep Pyramidal Pooling With Attention for Person Re-Identification.
IEEE Trans. Image Process., 2020

Deep interactive encoding with capsule networks for image classification.
Multim. Tools Appl., 2020

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

Is It a Plausible Colour? UCapsNet for Image Colourisation.
CoRR, 2020

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

An Efficient UAV-based Artificial Intelligence Framework for Real-Time Visual Tasks.
CoRR, 2020

Fixed simplex coordinates for angular margin loss in CapsNet.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Self and Channel Attention Network for Person Re-Identification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multi Branch Siamese Network For Person Re-Identification.
Proceedings of the IEEE International Conference on Image Processing, 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
Distributed person re-identification through network-wise rank fusion consensus.
Pattern Recognit. Lett., 2019

From person to group re-identification via unsupervised transfer of sparse features.
Image Vis. Comput., 2019

Video-Based Convolutional Attention for Person Re-Identification.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

An Exploration of the Interaction Between capsules with ResNetCaps models.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 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

Aggregating Deep Pyramidal Representations for Person Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Coverage Control of Multiple Unmanned Aerial Vehicles: A Short Review.
Unmanned Syst., 2018

Accelerated low-rank sparse metric learning for person re-identification.
Pattern Recognit. Lett., 2018

Wide-Slice Residual Networks for Food Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Unsupervised Hashing with Neural Trees for Image Retrieval and Person Re-Identification.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

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

2017
Biologically-Inspired Hierarchical Learning Architectures for Image Classification.
PhD thesis, 2017

Discriminant Context Information Analysis for Post-Ranking Person Re-Identification.
IEEE Trans. Image Process., 2017

Person Reidentification in a Distributed Camera Network Framework.
IEEE Trans. Cybern., 2017

The UMCD Dataset.
CoRR, 2017

Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

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

Temporally Smoothed Anomaly Detection in Continuous Fluids.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Group Re-identification via Unsupervised Transfer of Sparse Features Encoding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Aerial video surveillance system for small-scale UAV environment monitoring.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
A pool of multiple person re-identification experts.
Pattern Recognit. Lett., 2016

Modeling feature distances by orientation driven classifiers for person re-identification.
J. Vis. Commun. Image Represent., 2016

A supervised extreme learning committee for food recognition.
Comput. Vis. Image Underst., 2016

Distributed and Unsupervised Cost-Driven Person Re-Identification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Mobile Food Recognition with an Extreme Deep Tree.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Temporal Model Adaptation for Person Re-identification.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Kernelized Saliency-Based Person Re-Identification Through Multiple Metric Learning.
IEEE Trans. Image Process., 2015

Classification of Local Eigen-Dissimilarities for Person Re-Identification.
IEEE Signal Process. Lett., 2015

Re-Identification in the Function Space of Feature Warps.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Selection of Temporal Features for Event Detection in Smart Security.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

On filter banks of texture features for mobile food classification.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

A Structured Committee for Food Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
A Distributed Video Surveillance System to Track Persons in Camera Networks.
PhD thesis, 2014

Camera Selection for Adaptive Human-Computer Interface.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Person Orientation and Feature Distances Boost Re-identification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Sparse Matching of Random Patches for Person Re-Identification.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Mobile Re-Identification Based on Local Features Analysis.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Saliency Weighted Features for Person Re-identification.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Robust Painting Recognition and Registration for Mobile Augmented Reality.
IEEE Signal Process. Lett., 2013

Image Processing Supports HCI in Museum Application.
Proceedings of the VISAPP 2013, 2013

Outdoor Environment Monitoring with Unmanned Aerial Vehicles.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Remote feature learning for mobile re-identification.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Learning pairwise feature dissimilarities for person re-identification.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

2012
Distributed signature fusion for person re-identification.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Re-identify people in wide area camera network.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Pre-emptive Camera Activation for Video-Surveillance HCI.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011


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