IMAGE AND PATTERN CLASSIFICATION

IMAGE AND PATTERN CLASSIFICATION

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Code
90143
ACADEMIC YEAR
2019/2020
CREDITS
5 credits during the 2nd year of 10378 INTERNET AND MULTIMEDIA ENGINEERING (LM-27) GENOVA

0 credits during the nd year of 10377 SAFETY ENGINEERING FOR TRANSPORT, LOGISTICS AND PRODUCTION (LM-26) GENOVA

SCIENTIFIC DISCIPLINARY SECTOR
ING-INF/03
LANGUAGE
English
TEACHING LOCATION
GENOVA (INTERNET AND MULTIMEDIA ENGINEERING)
semester
2° Semester
modules
This unit is a module of:
Teaching materials
More information regarding this unit may be available in Italian.

AIMS AND CONTENT

LEARNING OUTCOMES

In this course several statistical pattern recognition techniques are presented and their application to images from real domains are discussed: • Decision Theory • Supervised Probability Density Estimate • Feature Reduction • Linear and Nonlinear Classifiers (k-nn, SVMs, NNs). • Error Probability of Supervised Classifiers • Unsupervised Classifiers (Clustering) • Fuzzy Classifiers • Contextual image classification

TEACHERS AND EXAM BOARD

Ricevimento: By appointment

Exam Board

SILVANA DELLEPIANE (President)

SEBASTIANO SERPICO (President)

MARCO TROMBINI

DAVID SOLARNA

LUCA MAGGIOLO

EXAMS

Exam description

Oral examination

Exam schedule

Date Time Location Type Notes
12/06/2020 16:00 GENOVA Orale Aula Mansarda Via Opera Pia 11 (Edificio delle Aule D1 e D2)
02/07/2020 16:00 GENOVA Orale Aula Mansarda Via Opera Pia 11 (Edificio delle Aule D1 e D2)
17/07/2020 16:00 GENOVA Orale Aula Mansarda Via Opera Pia 11 (Edificio delle Aule D1 e D2)
14/09/2020 16:00 GENOVA Orale Aula Mansarda Via Opera Pia 11 (Edificio delle Aule D1 e D2)