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Learning Visual Clues of the Passage of Time

Grant number: 18/16548-9
Support type:Scholarships in Brazil - Post-Doctorate
Effective date (Start): October 01, 2018
Effective date (End): August 28, 2019
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Principal researcher:Anderson de Rezende Rocha
Grantee:Luis Augusto Martins Pereira
Home Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Associated research grant:17/12646-3 - Déjà vu: feature-space-time coherence from heterogeneous data for media integrity analytics and interpretation of events, AP.TEM


Our ultimate objective in this research is to infer the chronological ordering of a pair of related images. Given a pair of images with the same semantic context, we aim at pinpointing which one belongs to an earlier moment in time, no matter their capture conditions or what scene they depict.

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Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
PADILHA, RAFAEL; ANDALO, FERNANDA A.; LAVI, BAHRAM; PEREIRA, LUIS A. M.; ROCHA, ANDERSON. Temporally sorting images from real-world events. PATTERN RECOGNITION LETTERS, v. 147, p. 212-219, . (17/21957-2, 17/12646-3, 18/05668-3, 18/16548-9)
RODRIGUES, CAROLINE MAZINI; SORIANO-VARGAS, AUREA; LAVI, BAHRAM; ROCHA, ANDERSON; DIAS, ZANONI. Manifold Learning for Real-World Event Understanding. IEEE Transactions on Information Forensics and Security, v. 16, p. 2957-2972, . (18/16548-9, 18/16214-3, 17/16246-0, 15/11937-9, 18/05668-3, 13/08293-7, 17/12646-3, 17/16871-1)

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