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Welcome to the Computer Vision & Pattern Recognition Laboratory

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The Computer Vision and and Pattern Recognition group is part of the Department of Science and Technology at University of Naples "Parthenope". The research envisaged covers a broad spectrum of issues related to Computer Vision and Pattern Recognition, Image Processing, and participates in a variety of applied projects, where results and know-how from those programs are exploited. Our research is focused on several mainstreams :

Computer Vision

The research is naturally focused on image analysis and understanding aspects in the large, which are at the basis of all advanced processing. Specific on multiresolution, object recognition, soft computing in image analysis, attentive vision mechanisms with applications to video surveillance, medical imaging, multimedia data treatment.

Pattern Recognition

Research in this field is mainly focused on the probabilistic models for pattern recognition, because of their interesting theoretical properties and their wide applicability in (not only) computer vision tasks. Our interest is mainly in investigating Neural Networks, Markov Random Fields and Kernel Methods. We are interested both in methodological, e.g. learning and model selection, and applicative issues, as shape classification, event detection and classification and clustering, tracking, and video surveillance. Our research is also oriented on very promising non probabilistic techniques, as Support Vector Machines.

Soft Computing

The aim of Soft Computing is to exploit the tolerance for imprecision, uncertainty, approximate reasoning, and partial truth in order to achieve tractability, robustness, and low-cost solutions for handling real-life ambiguous situations. The CVPRLab research activity aims at devising methods based on joint rough-fuzzy and fuzzy-rough computing, leading to an acceptable solution to an imprecisely/precisely formulated problem seeking for an approximate solution in the Data Mining step of the overall Knowledge Data Discovery (KDD) process.

To Our Friend Vito Di Gesù.....

 

Events & Announcements


 

Main events

VISMAC2018
IAPR Summer School on Machine and Vision Intelligence

CVPL2018
1° Convegno dell'Associazione Italiana per la ricerca in Computer Vision, Pattern recognition e machine Learning 

WILF2016
The Eleventh International Workshop on Fuzzy Logic and Applications
FLA2016
Workshop on Formal Language and Automata
 ICIAP 2013 
17th International Conference on Image Analysis and Processing September 11-13, 2013 Naples, Italy
PhD Studentship 2017 
in Machine Learning for Computer Vision