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Christian Micheloni

Christian Micheloni

D-Index & Metrics

Computer Science

D-Index
38
Citations
6205
World Ranking
10226
National Ranking
309

Overview

Christian Micheloni is affiliated with the University of Udine in Italy and has contributed extensively to research in computer science and engineering. Their work focuses primarily on computer vision and pattern recognition, as well as related subfields such as media technology, biomedical engineering, artificial intelligence, and radiology. Micheloni's research addresses multiple topics within these areas.

The main topics covered in Micheloni's research include:

  • Advanced Image Processing Techniques
  • Image Processing Techniques and Applications
  • Video Surveillance and Tracking Methods
  • Image and Signal Denoising Methods
  • Advanced Vision and Imaging
  • Human Pose and Action Recognition
  • Visual Attention and Saliency Detection

Micheloni has authored papers in various reputable venues. Their frequent publication venues include:

  • arXiv (Cornell University)
  • Institutional Research Information System (University of Udine)
  • IEEE Transactions on Image Processing
  • Lecture Notes in Computer Science
  • Multimedia Tools and Applications

Recent papers highlight the range of their research interests:

  • "Deep generative adversarial residual convolutional networks for real-world super-resolution," 2020, Institutional Research Information System (University of Udine)
  • "Deep Pyramidal Pooling With Attention for Person Re-Identification," 2020, IEEE Transactions on Image Processing
  • "Visual Object Tracking in First Person Vision," 2022, International Journal of Computer Vision
  • "AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results," 2020, Lecture Notes in Computer Science
  • "Bituminous Mixtures Experimental Data Modeling Using a Hyperparameters-Optimized Machine Learning Approach," 2021, Applied Sciences

Collaboration forms a significant part of Micheloni's scholarly activity. Frequent co-authors include:

  • Niki Martinel
  • Matteo Dunnhofer
  • Rao Muhammad Umer
  • Gian Luca Foresti
  • Radu Timofte

Micheloni's contribution to the fields of advanced computer vision methods and machine learning applications aligns with ongoing developments in image processing and visual tracking. Their work spans algorithmic innovation and practical application within image and video analysis domains.

Best Publications

  • Trajectory-Based Anomalous Event Detection

    C. Piciarelli;C. Micheloni;G.L. Foresti

  • The Seventh Visual Object Tracking VOT2019 Challenge Results

    Matej Kristan;Amanda Berg;Linyu Zheng;Litu Rout

  • Wide-Slice Residual Networks for Food Recognition

    Niki Martinel;Gian Luca Foresti;Christian Micheloni

  • The Eighth Visual Object Tracking VOT2020 Challenge Results

    Matej Kristan;Aleš Leonardis;Jiří Matas;Michael Felsberg

  • Active video-based surveillance system: the low-level image and video processing techniques needed for implementation

    G.L. Foresti;C. Micheloni;L. Snidaro;P. Remagnino

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

    Andreas Lugmayr;Martin Danelljan;Radu Timofte;Namhyuk Ahn

  • Biometric Liveness Detection: Challenges and Research Opportunities

    Zahid Akhtar;Christian Micheloni;Gian Luca Foresti

  • Re-identify people in wide area camera network

    Niki Martinel;Christian Micheloni

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

    Jorge Garcia;Niki Martinel;Christian Micheloni;Alfredo Gardel

  • Video security for ambient intelligence

    L. Snidaro;C. Micheloni;C. Chiavedale

  • Temporal Model Adaptation for Person Re-identification

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

  • Kernelized Saliency-Based Person Re-Identification Through Multiple Metric Learning

    Niki Martinel;Christian Micheloni;Gian Luca Foresti

  • Video Analysis in Pan-Tilt-Zoom Camera Networks

    C Micheloni;B Rinner;G L Foresti

  • Resource-Aware Coverage and Task Assignment in Visual Sensor Networks

    B. Dieber;C. Micheloni;B. Rinner

  • A network of co-operative cameras for visual surveillance

    C. Micheloni;G.L. Foresti;L. Snidaro

  • The Ninth Visual Object Tracking VOT2021 Challenge Results

    Matej Kristan;Jiri Matas;Ales Leonardis;Michael Felsberg

  • Saliency Weighted Features for Person Re-identification

    Niki Martinel;Christian Micheloni;Gian Luca Foresti

  • Active Video-Based Surveillance System

    Gian Luca Foresti;Christian Micheloni;Lauro Snidaro;Paolo Remagnino

  • The Tenth Visual Object Tracking VOT2022 Challenge Results

    Unknown

  • Discriminant Context Information Analysis for Post-Ranking Person Re-Identification

    Jorge Garcia;Niki Martinel;Alfredo Gardel;Ignacio Bravo

  • AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results

    Kai Zhang;Martin Danelljan;Yawei Li;Radu Timofte

  • A network of co-operative cameras for visual surveillance : Intelligent distributed surveillance systems

    C. Micheloni;G. L. Foresti;L. Snidaro

Frequent Co-Authors

Gian Luca Foresti
Gian Luca Foresti University of Udine
Radu Timofte
Radu Timofte University of Wurzburg
Paolo Remagnino
Paolo Remagnino Durham University
Fahad Shahbaz Khan
Fahad Shahbaz Khan Mohamed bin Zayed University of Artificial Intelligence
Bernhard Rinner
Bernhard Rinner University of Klagenfurt
Amit K. Roy-Chowdhury
Amit K. Roy-Chowdhury University of California, Riverside
Sunan Huang
Sunan Huang National University of Singapore
Josef Kittler
Josef Kittler University of Surrey
Xiaojun Wu
Xiaojun Wu University of Science and Technology of China

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