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Dr Fabrizio Smeraldi, PhD

Fabrizio

Lecturer

Email: f.smeraldi@qmul.ac.uk
Telephone: +44 20 7882 5167
Room Number: Peter Landin, CS 322
Website: http://www.eecs.qmul.ac.uk/~fabri
Office Hours: Wednesday 15:00-17:00

Research

Research Interests:

Nonparametric statistical methods for pattern recognition and learning

Publications

  • Bello-Cerezo R, Bianconi F, Cascianelli S et al. (2018). Hand-designed local image descriptors vs. Off-the-shelf CNN-based features for texture classification: An experimental comparison. nameOfConference
  • Fernandez A, Lima D, Bianconi F et al. (2017). Compact color texture descriptor based on rank transform and product ordering in the RGB color space. International Conference on Computer Vision Workshops (CEFRL-ICCV)
  • ABDOLLAHYAN M, SMERALDI F (2017). POKer: a Partial Order Kernel for Comparing Strings with Alternative Substrings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
  • Bianconi F, Smeraldi F, Abdollahyan M et al. (2017). On the use of skin texture features for gender recognition: An experimental evaluation. nameOfConference
  • Bianconi F, Chirikhina E, Smeraldi F et al. (2016). Personal identification based on skin texture features from the forearm and multi-modal imaging.. nameOfConference
  • KHOUZANI MHR, MALACARIA P, HANKIN C et al. (2016). Efficient Numerical Frameworks for Multi-Objective Cyber Security Planning. European Symposium on Research in Computer Security (ESORICS) 2016
  • Theodorou L, Healey PGT, Smeraldi F (2016). Exploring audience behaviour during contemporary dance performances. nameOfConference
  • Panaousis E, Fielder A, Malacaria P et al. (2014). Cybersecurity games and investments: A decision support approach. nameOfConference
  • Fielder A, Panaousis E, Malacaria P et al. (2014). Game theory meets information security management. nameOfConference
  • Smeraldi F, Malacaria P (2014). How to spend it: Optimal investment for cyber security. nameOfConference
  • MALACARIA P, SMERALDI F (2013). Thermodynamic Aspects of Confidentiality. nameOfConference
  • Parker MO, Ife D, Ma J et al. (2013). Development and automation of a test of impulse control in zebrafish.. nameOfConference
  • Malacaria P, Smeraldi F (2012). The thermodynamics of confidentiality. nameOfConference
  • MALACARIA P, SMERALDI F (2012). The Thermodynamics of Confidentiality. 25th IEEE Computer Security Foundations Symposium
  • Ciliberto C, Smeraldi F, Natale L et al. (2011). Online multiple instance learning applied to hand detection in a humanoid robot. nameOfConference
  • Tao D, Li Z, Li J et al. (2011). Preface. nameOfConference
  • Ciliberto C, Smeraldi F, Natale L et al. (2011). Online Multiple Instance Learning applied to hand detection in a humanoid robot. Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
  • Smeraldi F, Bicego M, Cristani M et al. (2011). CLOOSTING: CLustering data with bOOSTING. nameOfConference
  • Smeraldi F, Martinez-Alvarez M, Frommholz I et al. (2011). On the probabilistic logical modelling of quantum and geometrically–inspired IR. nameOfConference
  • Smeraldi F, Defoin-Platel M, Saqi M (2010). Handling missing features with boosting algorithms for protein–protein interaction prediction. nameOfConference
  • Martinez-Alvarez M, Smeraldi F, Roelleke T (2010). A descriptive approach to modelling learning. nameOfConference
  • Martinez-Alvarez M, Smeraldi F, Roelleke T (2010). A descriptive approach to modelling learning. nameOfConference
  • Smeraldi F, Defoin-Platel M, Saqi M (2010). Handling Missing Features with Boosting Algorithms for Protein-Protein Interaction Prediction. nameOfConference
  • Smeraldi F (2009). Fast algorithms for the computation of ranklets. nameOfConference
  • Azzopardi G, Smeraldi F (2009). Variance ranklets: orientation–selective rank features for contrast modulations. nameOfConference
  • Malacaria P, Smeraldi F (2009). On Adaboost and optimal betting strategies. nameOfConference
  • Malacaria P, Smeraldi F (2008). On Adaboost and optimal betting strategies. nameOfConference
  • MAGGIO E, SMERALDI F, CAVALLARO A (2007). Adaptive multi-feature tracking in a particle filtering framework. nameOfConference
  • Maggio E, Smeraldi F, Cavallaro A (2007). Adaptive multi–feature tracking in a particle filter framework. nameOfConference
  • Del Bue A, Smeraldi F, Agapito L (2007). Non-rigid structure from motion using ranklet-based tracking and non-linear optimization. nameOfConference
  • Bue AD, Smeraldi F, Agapito L (2007). Non-rigid structure from motion using ranklet–based tracking and non-linear optimization. nameOfConference
  • Franceschi E, Odone F, Smeraldi F et al. (2005). A classical tool revisited: Object detection by statistical testing. nameOfConference
  • Franceschi E, Odone F, Smeraldi F et al. (2005). Feature selection with nonparametric statistics. nameOfConference
  • Smeraldi F, CAVALLARO A, Maggio E (2005). Combining Colour and Orientation for Adaptive Particle Filter-based Tracking. British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005
  • Franceschi E, Odone F, Smeraldi F et al. (2005). Feature selection with nonparametric statistics. nameOfConference
  • Smeraldi F, Del Bue A, Agapito L (2005). Tracking points on deformable objects with ranklets. nameOfConference
  • Bue AD, Smeraldi F, Agapito L (2004). Non-rigid structure from motion using nonparametric tracking and non-linear optimization. nameOfConference
  • Arleo A, Smeraldi F, Gerstner W (2004). Cognitive navigation based on nonuniform Gabor space sampling, unsupervised growing networks, and reinforcement learning.. nameOfConference
  • SMERALDI F, Verri A, Odone F et al. (2004). Finding objects with hypothesis testing. Proceedings of the Workshop on Learning for Adaptable Visual Systems, in conjunction with ICPR'04, Cambridge, UK
  • SMERALDI F, Agapito L, Del Bue A (2004). Non-rigid structure from motion using nonparametric tracking and non-linear optimization. IEEE Workshop in Articulated and Nonrigid Motion ANMO4, held in conjunction with CVPR2004, Washington D.C (USA)
  • Smeraldi F, Bigun J (2003). Special issue - Audio- and Video-Based Biometric Person Authentication (AVBPA 2001) - Preface. nameOfConference
  • Smeraldi F (2003). A Nonparametric approach to face detection using ranklets. nameOfConference
  • SMERALDI F, Rob M (2003). Ranklets on hexagonal pixel lattices. Proceedings of the British Machine Vision Conference. Norwich, UK. vol 1
  • Smeraldi F, Bigun J (2002). Retinal vision applied to facial features detection and face authentication. nameOfConference
  • Smeraldi F (2002). Ranklets: orientation selective non-parametric features applied to face detection. nameOfConference
  • Smeraldi F, Bigun J, Gerstner W (2002). Support vector features and the role of dimensionality in face authentication. nameOfConference
  • Bigun J, Smeraldi F (2001). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. nameOfConference
  • various (2001). Audio-- and video-- based biometric person authentication, third international conference: proceedings. nameOfConference
  • Arleo A, Smeraldi F, Hug S et al. (2001). Place cells and spatial navigation based on 2D visual feature extraction, path integration, and reinforcement learning. nameOfConference
  • Bigun J, Smeraldi F (2001). Preface. nameOfConference
  • Arleo A, Smeraldi F, Hug S et al. (2000). Place cells and spatial navigation based on vision, path integration, and reinforcement learning. nameOfConference
  • Matas J, Hamouz M, Jonsson K et al. (2000). Comparison of face verification results on the XM2VTS database. nameOfConference
  • Smeraldi F, Bigün J, Gerstner W (2000). On the role of dimensionality in face authentication. nameOfConference
  • Matas J, Hamouz M, Jonsson K et al. (2000). Comparison of face verification results on the XM2VTS database. nameOfConference
  • Smeraldi F, Carmona O, Bigün J (2000). Saccadic search with Gabor features applied to eye detection and real-time head tracking. nameOfConference
  • Smeraldi F, Capdevielle N, Bigün J (1999). Facial features detection by saccadic exploration of the Gabor decomposition and Support Vector Machines. nameOfConference
  • Smeraldi F, Capdevielle N, Bigün J (1999). Gabor decomposition driven saccades applied to facial features detection for visual biometrics applications. nameOfConference
  • Smeraldi F, Capdevielle N, Bigun J (1999). Face Authentication by retinotopic sampling of the Gabor decomposition and Support Vector Machines. nameOfConference
  • Smeraldi F, Bigun J (1998). Facial features detection by saccadic exploration of the Gabor decomposition. nameOfConference
  • Bigun J, Duc B, Fischer S et al. (1998). Multi modal person authentication. nameOfConference
  • Smeraldi F, Carmona O, Bigun J (1998). Real–Time Head Tracking by Saccadic Exploration and Gabor Decomposition. nameOfConference
  • Fielder A, Panaousis E, Malacaria P et al. (publicationYear). Decision support approaches for cyber security investment. nameOfConference
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