Artificial systems with perceptual capabilities and robotic systems in general are complex combinations of mechanical and electronic parts that operate through the coordinated activation of perceptual capabilities, control strategies and learning techniques. All of these components have to be appropriately integrated in a common framework. The effectiveness of each of the subsystems cannot be fully assessed in isolation. This is because the success of the overall system does not depend on the quality of the constituent elements only, but also on their appropriate integration and on the characteristics of the interaction of the resulting system with the environment. Integration in this context is an important problem per se since it has to cope with considerable complexity and, in many cases, with scarce resources and conflicting requirements. For this reason, a lot of effort has been devoted to the development of integrated prototype systems and demonstrators. The importance of such prototypes is twofold; Firstly, they act as test-beds for evaluating the true effectiveness and robustness of their constituent components. Secondly, each of these prototypes addresses the needs of important application areas. Four such prototypes that have been achieved at CVRL are briefly described below. These research prototypes have been successfully tested and validated through extensive user trials at a national but also international level. Moreover, they have attracted the interest of the general public, through the extensive coverage they got in the national and international press and other media.

  • CVPR'22 oral paper "Neural Emotion Director" was among the Best Paper Finalists (top 33 out of 8,000+ submissions): F. Paraperas-Papantoniou, P. Filntisis, P. Maragos, and A. Roussos. Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in the wild" videos, International Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  • Launching of the I.C.HUMANS project (May 2021), that was funded by HFRI (ΕΛΙΔΕΚ) for supporting largeinfrastructures; the only one project in the thematic area "Mathematics and Information Sciences"(PI: Prof. A. Argyros).
  • The project proposal ACTYS submitted to the competitive FORTH Synergy Grants call was ranked 1st among 20 proposals from all Institutes of FORTH(June 2020) (PI: Dr. Anastasios Roussos).
  • Outstanding Reviewer Awards to A. Tsoli (CVPR 2020, ICCV 2021), A. Roussos (ECCV 2020).
  • Dr. Maria Pateraki was elected Assistant Professor at the National Technical University of Athens.
  • Dr. Dimitris Tsakiris was elected Reader in Intelligent Robotics by Aberystwyth University in Wales, UK while on leave from FORTH (2018-2020).
  • Dr. A. Roussos was awarded an Honorary Senior Lecturer position in the College of Engineering, Maths and Physical Sciences, University of Exeter, UK (March 2020).
  • Prof. Panos Trahanias is listed in the top 2% in AI in the Mendeley list from SRI (Oct. 2020).
  • Dr. K. Papoutsakis was the recipient of the 2017-2018 “Maria-Michail Manassaki” HonoraryFellowship as well as of an award from the “Friends of FORTH” for the quality of his Ph.D. thesis.
  •  Dr. Stylianos Piperakis was selected by the Dept. of Computer Science, Univ. of Crete, and participated as a top-talented student across European Institutions in Roche Continents (https://roche-continents.com), organized by Roche Pharmaceuticals, representing Univ. of Crete
    for the first time. (Aug. 2018).
  • Iason Oikonomidis, was the recipient of the 2011-2012 “Maria-Michail Manassaki” Honorary Fellowship.
  • Nikolaos Kyriazis  was the recipient of the “Young Researcher 2012-2013 award” from the University of Crete for “his important contribution in research and the advancement of his scientific field”.
  • 1st place award at the CHALEARN Gesture Recognition Demonstration Competition for the work "Giving a Hand to Kinect", N. Kyriazis, I. Oikonomidis, A.A. Argyros. In conjunction with ICPR 2012, November 10-11 2012, Tsukuba, Japan. Sponsored by Microsoft Research, Redmond, USA, http://gesture.chalearn.org/, http://gesture.chalearn.org/dissemination/icpr2012/demonstration-competition).
  • Best Exhibit Award (1st Prize) to the EU VECTOR project consortium, among more than 200 cutting-edge research exhibits at the ICT 2010 vent.
    Organization: European Commission.
    Location: Brussels, Belgium,
    Date: 27-29 September 2010.
  • Best Paper Award (1st Prize) to the ICS-FORTH and ESAT-MICAS/KU Leuven teams at the Eurosensors XXIV International Conference for their joint publication.
    (R. Carta, N. Pateromichelakis, J. Thone, M. Sfakiotakis, D.P. Tsakiris & R. Puers, "A Wireless Powering System for a Vibratory-Actuated Endoscopic Capsule")
    Location: Linz, Austria, Date: 5-8 September 2010.
  • Best Paper Award, for the article
    A.A. Argyros, M.I.A. Lourakis, "Vision-based Interpretation of Hand Gestures for Remote Control of a Computer Mouse", in proceedings of the HCI 06 workshop (in conjunction with ECCV 06), LNCS 3979, Springer Verlag, pp.40-51, Graz, Austria, May 13th, 2006.
  • TOURBOT, an advanced robotic tour-guide used in museums and other exhibition sites. TOURBOT is able to autonomously map the environment and then offer guided tours to on-site and web visitors. TOURBOT is capable of operating robustly in crowded environments and communicates with on-site visitors through computer-generated voice messages, as well as through facial expressions that externalise its internal state.
  • A prototype skin-colour tracking system that performs real-time 3D tracking of multiple skin-coloured regions in the field of view of a potential moving observer. This system has been developed and used in the context of the EU-IST project ActIPret where the goal was to develop a cognitive vision system able to automatically interpret the activities of people handling tools. Moreover, the same tracking algorithms have been used to develop a stand-alone human-computer interaction system that permits to a human to control an MS-Windows computer through hand gestures.
  • A camera tracking system that performs on-line estimation of 3D camera position and pose in parallel with 3D scene reconstruction.
  • SBA, a generic sparse bundle adjustment software package (http://www.ics.forth.gr/~lourakis/sba). Bundle adjustment amounts to a large-scale minimization problem that is almost invariably used as the last step of every feature-based structure and motion estimation computer vision algorithm to obtain optimal 3D structure and viewing parameter estimates. Due to the large number of unknowns contributing to the minimized objective function, general-purpose numerical optimization codes incur high computational costs and are very demanding in terms of memory storage when applied to the problem of bundle adjustment. Fortunately, the lack of interaction among parameters for different 3D points and cameras in multiple view reconstruction results in the underlying normal equations exhibiting a sparse block structure, which can be exploited to gain considerable computational benefits. SBA is a publicly available C/C++ software package for generic bundle adjustment employing a sparse variant of the Levenberg-Marquardt algorithm. The package can be very useful to researchers working in fields such as computer vision, robotics, image-based graphics, photogrammetry, surveying, etc. To our knowledge, it is the first and currently the only such software package to be offered free of charge.
  • SIMUUN, a simulation environment for undulatory locomotion studies in robotics and biology (http://www.ics.forth.gr/~tsakiris). SIMUUN is a block-based simulation environment based on the Matlab/Simulink software suite. It has been developed and is being used in the context of the EU IST-FET project BIOLOCH, which is related to the study and implementation of novel biomimetic robotic locomotors as tools for medical robotics (in particular, for locomotion in the tortuous environment of the human gastrointestinal tract).
  • DRIVER, a robotic wheelchair for people with disabilities, possessing semi-autonomous navigational capabilities. DRIVER can perform collision avoidance, autonomous navigation in corridor environments and person following at a fixed distance. DRIVER has an advanced multimedia man-machine interface that facilitates the control of the overall system. DRIVER also obeys to voice commands, provided that the execution of such commands does not pose a threat to the user.
  • Best Presentation Award from the Organization of Computational Neurosciences.
    D.P. Tsakiris, A. Menciassi, M. Sfakiotakis, G. LaSpina, and P. Dario, "Undulatory locomotion of polychaete annelids: mechanics, neural control and robotic prototypes". Extended abstract, poster and presentation at the Annual Computational Neuroscience Meeting (CNS*2004), Baltimore, USA, July 17-22, 2004.