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Investigation of multi-level representations in multimedia recognition tasks

Grant number: 21/10547-3
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): October 01, 2021
Effective date (End): September 30, 2022
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Cooperation agreement: Microsoft Research
Principal researcher:João Paulo Papa
Grantee:João Vitor Mariano Correia
Home Institution: Faculdade de Ciências (FC). Universidade Estadual Paulista (UNESP). Campus de Bauru. Bauru , SP, Brazil
Company:Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Instituto de Geociências e Ciências Exatas (IGCE)
Associated research grant:17/25908-6 - Weakly supervised learning for compressed video analysis on retrieval and classification tasks for visual alert, AP.PITE

Abstract

The primary purpose of this project is to understand differences among several visual representation levels in multimedia recognition tasks and to identify possible complementary information that might be combined in a final classification stage. The main objective of this scientific initiation project is the investigation of multi-level representations in multimedia recognition tasks. Different representations will be studied and implemented for a robust effectiveness analysis concerning the task of action recognition in videos. (AU)

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