Publications

2022

  1. FunnyNet: Audiovisual Learning of Funny Moments in Videos
    Zhi-Song Liu, Robin Courant, and Vicky Kalogeiton
    In Asian Conference on Computer Vision (ACCV) 2022
    [Oral] [Student Honorable mention Award] PDF Website Code Dataset arXiv
  2. SCAM! Transferring humans between images with Semantic Cross Attention Modulation
    Nicolas Dufour, David Picard, and Vicky Kalogeiton
    In European Conference on Computer Vision (ECCV) 2022
    Website Code Video Poster arXiv
  3. Understanding reinforcement learned crowds
    Ariel Kwiatkowski, Vicky Kalogeiton, Julien Pettré, and 1 more author
    In Motion, Interaction and Games (MIG) 2022
    Hal arXiv
  4. Contrastive Masked Transformers for Forecasting Renal Transplant Function
    Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, and 4 more authors
    In International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022
    Website Code Hal
  5. Constrative Learning for Kidney Transplant Analysis using MRI data and Deep Convolutional Networks
    Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, and 4 more authors
    In Medical Imaging with Deep Learning (MIDL) 2022
    PDF Website Code
  6. A survey on reinforcement learning methods in character animation
    Ariel Kwiatkowski, Eduardo Alvarado, Vicky Kalogeiton, and 4 more authors
    In Computer Graphics Forum (Eurographics State-of-the-Art Report); arXiv:2203.04735 2022
    Hal arXiv
  7. Name Your Style: An Arbitrary Artist-aware Image Style Transfer
    Zhi-Song Liu, Li-Wen Wang, Wan-Chi Siu, and 1 more author
    arXiv preprint arXiv:2202.13562 2022
    arXiv

2021

  1. UGaitNet: Multimodal Gait Recognition With Missing Input Modalities
    Manuel J Marı́n-Jiménez, Francisco M Castro, Rubén Delgado-Escano, and 2 more authors
    IEEE Transactions on Information Forensics and Security (TIFS) 2021
    PDF Website Code
  2. High-Level Features for Movie Style Understanding
    Robin Courant, Christophe Lino, Marc Christie, and 1 more author
    In ICCV 2021 Workshop on AI for Creative Video Editing and Understanding (ICCV-W) 2021
    [Best Paper Award] PDF Video Hal
  3. Multimodal Gait Recognition Under Missing Modalities
    Rubén Delgado-Escano, Francisco M Castro, Nicolás Guil, and 2 more authors
    In 2021 IEEE International Conference on Image Processing (ICIP) 2021
    Website Code Colab Hal
  4. Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models
    Guanghui Fu, Ruiqian Wang, Jianqiang Li, and 2 more authors
    In Medical Imaging with Deep Learning (MIDL) 2021
    PDF Hal
  5. Multiple Style Transfer Via Variational Autoencoder
    Zhi-Song Liu, Vicky Kalogeiton, and Marie-Paule Cani
    In 2021 IEEE International Conference on Image Processing (ICIP) 2021
    PDF Website Poster Hal
  6. LAEO-Net++: revisiting people Looking At Each Other in videos
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021
    PDF Website Code Dataset Hal arXiv

2020

  1. Constrained video face clustering using 1NN relations
    V Kalogeiton, and A Zisserman
    In The British Machine Vision Conference (BMVC) 2020
    PDF Website Code Dataset
  2. Smooth-AP: Smoothing the path towards large-scale image retrieval
    Andrew Brown, Weidi Xie, Vicky Kalogeiton, and 1 more author
    In European Conference on Computer Vision (ECCV); arXiv:2007.12163 2020
    PDF Website Code arXiv

2019

  1. Real-time active SLAM and obstacle avoidance for an autonomous robot based on stereo vision
    Vicky Kalogeiton, Konstantinos Ioannidis, G Ch Sirakoulis, and 1 more author
    Cybernetics and Systems 2019
  2. LAEO-Net: revisiting people Looking At Each Other in videos
    Manuel J Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, and 1 more author
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2019
    PDF Website Code Dataset arXiv

2018

    2017

    1. Localizing spatially and temporally objects and actions in videos
      Vicky Kalogeiton
      PhD Thesis, University of Edinburgh, UK, Inria Grenoble 2017
      PDF Hal
    2. Joint learning of object and action detectors
      Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, and 1 more author
      In Proceedings of the IEEE International Conference on Computer Vision (ICCV) 2017
      PDF Website Code Hal
    3. Action tubelet detector for spatio-temporal action localization
      Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, and 1 more author
      In Proceedings of the IEEE International Conference on Computer Vision 2017
      PDF Website Code Hal arXiv
    4. Programmable crossbar quantum-dot cellular automata circuits
      Vicky Kalogeiton, Dim P Papadopoulos, Orestis Liolis, and 3 more authors
      IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2017
      arXiv

    2016

    1. Analysing domain shift factors between videos and images for object detection
      Vicky Kalogeiton, Vittorio Ferrari, and Cordelia Schmid
      IEEE transactions on pattern analysis and machine intelligence (TPAMI) 2016
      PDF Website Dataset arXiv

    2015

    1. Bio-inspired electronic systems for crowd evacuation with bio-robot guidance
      Vicky Kalogeiton
      2015
      PDF
    2. Cellular automaton model of crowd evacuation inspired by slime mould
      Vicky Kalogeiton, Dim P Papadopoulos, IP Georgilas, and 2 more authors
      International Journal of General Systems (IJGS) 2015
      PDF
    3. Biomimicry of crowd evacuation with a slime mould cellular automaton model
      Vicky Kalogeiton, Dim P Papadopoulos, Ioannis P Georgilas, and 2 more authors
      In Computational Intelligence, Medicine and Biology 2015
      PDF

    2014

    1. Hey Physarum! Can you Perform SLAM?
      Vicky Kalogeiton, Dim P Papadopoulos, and Georgios Ch Sirakoulis
      International Journal of Unconventional Computing 2014

    2013

    1. Morphological Edge Detector Implemented in Quantum Cellular Automata
      Orestis Liolis, Vicky Kalogeiton, Dim P Papadopoulos, and 3 more authors
      In Imaging Systems and Techniques (IST), 2013 IEEE International Conference on 2013
      PDF
    2. Automatic summarization and annotation of videos with lack of metadata information
      Dim P Papadopoulos, Vicky Kalogeiton, Savvas A Chatzichristofis, and 1 more author
      Expert Systems with Applications 2013
      PDF

    2012

      2011

      1. DUTH does Probabilities of Relevance at the Legal Track
        Dim P Papadopoulos, Vicky Kalogeiton, and Avi Arampatzis
        In The Nineteenth Text REtrieval Conference Proceedings (TREC 2010). National Institute of Standards and Technology (NIST) the Defense Advanced Research Projects Agency (DARPA) and the Advanced Research and Development Activity (ARDA) 2011
        PDF

      2010

      1. A novel video summarization method based on the compact composite descriptors and fuzzy classifier
        Vicky Kalogeiton,  Papadopoulos, Dim P, and 2 more authors
        In 4th international conference for undergraduate and postgraduate students in computer engineering, informatics, related technologies and applications 2010
        [Best Paper Award]