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Learning visual clues of the passage of time

Grant number: 19/26283-5
Support type:Scholarships in Brazil - Post-Doctorate
Effective date (Start): May 01, 2020
Effective date (End): January 18, 2022
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Principal researcher:Anderson de Rezende Rocha
Grantee:Didier Augusto Vega Oliveros
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. (AU)

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Scientific publications (6)
(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)
FERREIRA, LEONARDO N.; VEGA-OLIVEROS, DIDIER A.; COTACALLAPA, MOSHE; CARDOSO, MANOEL F.; QUILES, MARCOS G.; ZHAO, LIANG; MACAU, ELBERT E. N.. Spatiotemporal data analysis with chronological networks. NATURE COMMUNICATIONS, v. 11, n. 1, . (19/26283-5, 19/00157-3, 15/50122-0, 13/07375-0, 18/24260-5, 16/16291-2, 16/23698-1, 17/05831-9)
VEGA-OLIVEROS, DIDIER A.; GRANDE, HELDER L. C.; IANNELLI, FLAVIO; VAZQUEZ, FEDERICO. Bi-layer voter model: modeling intolerant tolerant positions and bots in opinion dynamics. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2875-2886, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1, 15/50122-0)
GOUVEA, ALESSANDRA M. M. M.; DA SILVA, TIAGO S.; MACAU, ELBERT E. N.; QUILES, MARCOS G.. Force-directed algorithms as a tool to support community detection. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2745-2763, . (16/16291-2, 19/26283-5, 16/23698-1, 17/05831-9, 19/00157-3, 16/23642-6, 15/50122-0)
ANGHINONI, LEANDRO; VEGA-OLIVEROS, DIDIER A.; SILVA, THIAGO CHRISTIANO; ZHAO, LIANG. Time series pattern identification by hierarchical community detection. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2775-2782, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1, 15/50122-0)
VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; ROCHA, ANDERSON; BERTON, LILIAN. Link Prediction Based on Stochastic Information Diffusion. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, . (19/26283-5, 15/50122-0, 18/01722-3, 13/07375-0, 19/07665-4, 18/24260-5, 17/12646-3, 16/23698-1)
SILVA, FILIPI N.; VEGA-OLIVEROS, DIDIER A.; YAN, XIAORAN; FLAMMINI, ALESSANDRO; MENCZER, FILIPPO; RADICCHI, FILIPPO; KRAVITZ, BEN; FORTUNATO, SANTO. Detecting Climate Teleconnections With Granger Causality. Geophysical Research Letters, v. 48, n. 18, . (18/24260-5, 13/07375-0, 19/26283-5, 16/23698-1)

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