Hi! I am Vicky!
I am a postdoc at VGG, University of Oxford, working with Andrew Zisserman. Prior to VGG, I completed by PhD at the CALVIN group, University of Edinburgh and the THOTH team, INRIA Grenoble (previous name LEAR), where I worked with Vittorio Ferrari and Cordelia Schmid. My research interests are computer vision, machine learning and deep learning; in specific, I work on video understanding: localizing spatially and temporally objects and actions in videos.

I will be joining the GeoViC team at École Polytechnique as an Assistant Professor (MCF) from Sept’20! Email me, if you would like to work with me!

Computer Vision Publications

Publications in International Scientific Journals and Conferences

 
Manuel Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, and Andrew Zisserman
“LAEO-Net: revisiting people Looking At Each Other in videos”, In CVPR, 2019,
[Project page] [code][Dataset] [pdf]
Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari and Cordelia Schmid
“Action Tubelet Detector for Spatio-Temporal Action Localization”, In ICCV, 2017,
[Project page] [code][pdf]
Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari and Cordelia Schmid
“Joint learning of object and action detectors”, In ICCV, 2017,
[Project page][code][pdf]
Vicky Kalogeiton, Vittorio Ferrari and Cordelia Schmid
“Analysing domain shift factors between videos and images for object detection”,
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 38, Issue 11, 2016, DOI: 10.1109/TPAMI.2016.2551239
[Dataset v2] [v3][pdf]

Technical reports

  • Manuel Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, and Andrew Zisserman, “LAEO-Net: revisiting people Looking At Each Other in videos”, In arXiv preprint, June 2019, [Project page] [Dataset] [pdf]
  • Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari and Cordelia Schmid, “Action Tubelet Detector for Spatio-Temporal Action Localization”, In arXiv preprint, May 2017, [Project page] [pdf]
  • Vicky Kalogeiton, Vittorio Ferrari and Cordelia Schmid, “Analysing domain shift factors between videos and images for object detection”, In arXiv preprint, January 2016, [Dataset]

Other Publications

  • Vicky Kalogeiton, Konstantinos Ioannidis, Georgios Ch. Sirakoulis and Elias B. Kosmatopoulos, “Real-Time Active SLAM and Obstacle Avoidance for an Autonomous Robot Based on Stereo Vision”, Cybernetics and Systems, Volume 50, Number 3, 2019, DOI: 10.1080/01969722.2018.1541599 [pdf]
  • Vicky Kalogeiton, Dim P. Papadopoulos, Orestis Liolis, Vassilios A. Mardiris, Georgios Ch. Sirakoulis and Ioannis G. Karafyllidis, “Programmable crossbar quantum-dot cellular automata circuits”, IEEE Trancactions on Computer-Aided Design of Intergated Circuits and Systems (TCAD), Volume PP, Issue 19, 2016, DOI: 10.1109/TCAD.2016.2618869 [pdf]
  • Vicky Kalogeiton, Dim P. Papadopoulos, Ioannis P. Georgilas, Georgios Ch. Sirakoulis and Andrew Adamatzky, “Biomimicry of Crowd Evacuation with a Slime Mould Cellular Automaton Model”, Computational Intelligence, Medicine and Biology [pdf]
  • Vicky S. Kalogeiton, Dim P. Papadopoulos, Ioannis Georgilas, Georgios Ch. Sirakoulis and Andrew Adamatzky, “Cellular automaton model of crowd evacuation inspired by slime mould”, International Journal of General Systems, Volume 44, Issue 3, 2015, [pdf]
  • Vicky S. Kalogeiton, Dim P. Papadopoulos and Georgios Ch. Sirakoulis, “Hey Physarum! Can you perform SLAM?”, International Journal of Unconventional Computing, 2013
  • Dim. P. Papadopoulos, Vicky S. Kalogeiton, Savvas A. Chatzichristofis and Nikos Papamarkos, “Automatic Summarization and annotation of Videos with Lack of Metadata Information”, Expert Systems with Applications, Elsevier, Volume 40, Issue 14, 15 October 2013, [pdf]
  • Orestis Liolis, Vicky S. Kalogeiton, Dim Papadopoulos, Vasilios Mardiris, Georgios Sirakoulis and Antonios Gasteratos, “Morphological Edge Detector Implemented in Quantum Cellular Automata”, In IEEE International Conference on Imaging Systems and Techniques, (IST 2013) , 22-23 October 2013, Beijing, China, [pdf]
  • Vicky S. Kalogeiton, Dim P. Papadopoulos and Georgios Ch. Sirakoulis, “Implementation of a Novel Physarum-Inspired and CA-based Single-Camera SLAM Method”, In Workshop Unconventional Approaches to Robotics, Automation and Control Inspired by Nature, UARACIN 2013, of IEEE International Conference on Robotics and Automation, ICRA 2013, pp. 1-3, 6-10 May 2013, Karlsruhe, Germany
  • Dim P. Papadopoulos, Vicky S. Kalogeiton and Avi Arampatzis , “DUTh does Probabilities of Relevance at the Legal Track”, In: Proceedings of the Nineteenth Text REtrieval Conference (TREC 2010), Gaithersburg, Maryland, November 16-19, 2010, Department of Commerce, National Institute of Standards and Technology (NIST), [pdf]
  • Vicky S. Kalogeiton, Dim P. Papadopoulos, Savvas A. Chatzichristofis and Yiannis S. Boutalis, “A Novel Video Summarization Method Based on Compact Composite Descriptors and Fuzzy Classifier”, In: 4th International Conference for Undergraduate and Postgraduate Students in Computer Engineering, Informatics, related Technologies and Applications, pp. 237-246, October 14-15, 2010, Patra, Greece. [Best Paper Award]

Thesis

PhD Thesis

Vicky Kalogeiton, “Localizing spatially and temporally objects and actions in videos”, Computer Vision and Pattern Recognition, University of Edinburgh; INRIA Grenoble, 2017, Supervisors: Dr. Vittorio Ferrari, Dr. Cordelia Schmid [pdf]

Master’s Thesis

Vicky S. Kalogeiton, “Bio-inspired electronic systems for crowd evacuation with bio-robot guidance”, Department of Electrical & Computer Engineering (ECE), Democritus University of Thrace (DUTh), Greece, December 2012, Supervisor: Ass. Professor Georgios Ch. Sirakoulis, (Grade: 10/10)

Diploma Thesis

Vicky S. Kalogeiton, “Design and implementing of stereo vision algorithms to detect and avoid objects by autonomous robot in real time”, Department of Electrical & Computer Engineering (ECE), Democritus University of Thrace (DUTh), Greece, November 2011, Supervisor: Ass. Professor Georgios Ch. Sirakoulis, (Grade: 10/10)