Classification systems have the task of assigning an input sample to one of a set of classes, using a priori knowledge. The MIVIA lab research activities in this field have been focused on two aspects: Multiple Classifier Systems and Classifiers with a reject option.
Graph based classification and learning
The MIVIA lab research activity has been focused on the formulation on the learning problem in terms of graphs, using a special kind of generalized graphs as class descriptions, and in the development of learning algorithms based on this representation.
Image analysis and recognition
The research efforts of the MIVIA Lab in this field are mainly focused on the definition of techniques for the analysis of biomedical images with the aim of providing the enabling technologies for the realization of Computer Aided Diagnosis (CAD) systems.
Video analysis and interpretation
The analysis and interpretation of video sequences is a growing research field. The MIVIA lab is active in this research field by more than a decade, and has defined innovative techniques for the real time processing of video sequences for different applicative scenarios.
Executable Thematic Special Issue of Pattern Recognition Letters on Pattern Recognition Techniques for Indirect Immunofluorescence Images Analysis Call for Papers In the recent years we have assisted to a progressively growing number of applicative areas of Pattern Recognition, mainly devoted to the exploitation of cutting edge scientific methodologies for the solution of problems of relevant Read more about Special Issue of the Journal “Pattern Recognition Letters”[…]
The Competition on Cells Classification by Fluorescent Image Analysis is hosted by the 20th IEEE International Conference on Image Processing (ICIP), which is the premier forum for the presentation of technological advances and research results in the fields of theoretical, experimental, and applied image and video processing. ICIP will be held during September 15-18, 2013 Read more about ICIP 2013 – Contest on HEp-2 Cells Classification[…]
Special Issue of the Journal “Pattern Recognition” on Analysis and Recognition of Indirect Immunofluorescence Images Download the call for papers in pdf Call for Papers In the recent years we have assisted to a progressive growing number of Pattern Recognition applications, mainly devoted to the exploitation of cutting edge scientific methodologies for the solution of Read more about Special Issue of the Journal “Pattern Recognition”[…]
The HEp-2 Cells Classification contest is hosted by the 21st International Conference on Pattern Recognition (ICPR), which is the conference of the International Association for Pattern Recognition (IAPR). ICPR has been held during November 11-15, 2012 at the Tsukuba International Congress Center, Tsukuba, Japan. The contest focuses on Indirect Immunofluorescence (IIF), which is suited to search antibodies in Read more about ICPR 2012 – Contest on HEp-2 Cells Classification[…]
This is the first edition of the contest on Graph Embedding for Pattern Recognition, that will be hosted by the ICPR 2010 Conference to be held in Istanbul on August 23-26, 2010. This contest is supported by the Technical Committee TC15 of IAPR on Graph Based Representation in Pattern Recognition. Benchmarking of graph-related algorithms has Read more about ICPR 2010 – Contest on Graph Embedding for Pattern Recognition[…]