Learning Visual Clues of the Passage of Time

• Grant number: 18/16548-9
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: October 01, 2018
• End date: August 28, 2019
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Anderson de Rezende Rocha
• Grantee: Luis Augusto Martins Pereira
• Host 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

Abstract

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.

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)

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, 2021. (18/16548-9, 18/16214-3, 17/16246-0, 15/11937-9, 18/05668-3, 13/08293-7, 17/12646-3, 17/16871-1)

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, JUL 2021. (17/21957-2, 18/16548-9, 18/05668-3, 17/12646-3)

RODRIGUES, CAROLINE MAZINI; PEREIRA, LUIS; ROCHA, ANDERSON; DIAS, ZANONI; IEEE. Image Semantic Representation for Event Understanding. 2019 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 18/16548-9, 18/16214-3, 17/16871-1)