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Déjà vu: coerência temporal, espacial e de caracterização de dados heterogêneos para análise e interpretação de integridade

Processo:17/12646-3
Modalidade de apoio:Auxílio à Pesquisa - Temático
Data de Início da vigência: 01 de dezembro de 2017
Data de Término da vigência: 30 de novembro de 2023
Área do conhecimento:Ciências Exatas e da Terra - Ciência da Computação - Metodologia e Técnicas da Computação
Pesquisador responsável:Anderson de Rezende Rocha
Beneficiário:Anderson de Rezende Rocha
Instituição Sede: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brasil
Município da Instituição Sede:Campinas
Pesquisadores principais:
Hélio Pedrini
Pesquisadores associados: Adam Maciej Czajka ; Alexandre Mello Ferreira ; André Carlos Ponce de Leon Ferreira de Carvalho ; Eduardo Alves Do Valle Junior ; Edward John Delp Iii ; Fernanda Alcântara Andaló ; Gerberth Adín Ramírez Rivera ; Jacques Wainer ; Kevin Wilson Bowyer ; Kot Chi Chung Alex ; Lin Tzy Li ; Marcos André Gonçalves ; Paolo Bestagini ; Patrick Joseph Flynn ; Sandra Eliza Fontes de Avila ; Stefano Tubaro ; Walter Jerome Scheirer ; William Robson Schwartz ; Zanoni Dias
Bolsa(s) vinculada(s):22/12201-0 - Detecção de realidades sintéticas, BE.PQ
19/26283-5 - Aprendendo pistas visuais da passagem do tempo, BP.PD
20/02211-2 - Filtragem e análise de proveniência, BP.DD
 + mais bolsas vinculadas 20/02241-9 - Reconhecimento de padrões e detecção de subeventos de destaque em dados de fontes heterogêneas, BP.DD
19/04053-8 - Reconstrução de eventos a partir de dados visuais heterogêneos, BP.DR
19/15825-1 - Mineração de pessoas, objetos e lugares de interesse em fontes heterogêneas de dados, BP.DD
18/16214-3 - Análise de dados heterogêneos para detecção de eventos, BP.MS
18/15864-4 - Integridade científica: análise de fraudes em imagens de artigos científicos, BP.IC
18/18264-8 - Monitoramento de eventos em redes sociais para coleta e análise de informações e sicronização temporal, BP.IC
18/10204-6 - Combatendo Notícias Falsas Através da Atribuição de Autoria e da Análise de Filogenia, BP.DR
18/16548-9 - Aprendendo pistas visuais da passagem do tempo, BP.PD
17/21957-2 - Encontrando Evidências Visuais da Passagem do Tempo, BP.DR
18/05668-3 - Coerência espaço-temporal e de características a partir de dados heterogêneos, BP.PD - menos bolsas vinculadas
Assunto(s):Ciências forenses  Metodologia e técnicas de computação  Mineração de dados  Análise de dados  Fontes de informação  Análise espaço-temporal  Espaço-tempo  Ordenação e busca 
Palavra(s)-Chave do Pesquisador:Digital Forensics | Event Interpretation | Feature-Space-Time Coherence | Media Integrity Analytics | Space-Time Event Synchronization | X-Coherence | Computação Forense

Resumo

Neste projeto de pesquisa, objetivamos desenvolver metodologias computacionais capazes de sincronizar eventos específicos no espaço e no tempo (X-coherence), checar fatos quanto à sua veracidade e padrão de espalhamento, e buscar conteúdos específicos de interesse a partir de fontes diversas e heterogêneas, incluindo - mas não limitado a - internet, redes sociais e imagens de vigilância. Para isso, iremos explorar fontes heterogêneas de informação buscando sincronizar informações textuais e visuais em torno da posição de um evento ou objeto de interesse, bem como ordená-los espacial e temporalmente de modo a permitir uma melhor compreensão sobre o que aconteceu antes, durante e logo após o dito evento. Após a organização automática das informações obtidas e do entendimento da ordem dos fatos, objetivamos desenvolver soluções para mineração (busca) de pessoas, objetos e lugares de interesse para possíveis análises de busca de suspeitos, verificação de fatos ou até mesmo para entender a natureza do ocorrido. A partir da exploração das possíveis conexões existentes entre diferentes tipos de informação, buscaremos desenvolver ferramentas de análise de integridade de mídia para verificar possíveis falsificações existentes nos dados, detectar conteúdo sensível (por exemplo, conteúdo violento, pornografia infantil) e inferir os padrões de espalhamento de objetos digitais multimídia online. Com a sofisticação dos crimes digitais e ameaças terroristas cada vez mais presentes em nosso dia-a-dia, bem como o advento e propagação de notícias falsas nos mais variados meios, buscamos ser capazes de utilizar as soluções desenvolvidas para nos ajudar a responder às quatro questões mais importantes nas Ciências Forenses em relação a um evento de interesse: "quem participou", "em quais circunstâncias", "por quê" e "como foi tal participação", identificando as principais características e circunstâncias em que ocorreu o evento em questão. (AU)

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Publicações científicas (169)
(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)
ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Motion energy image for evaluation of video stabilization. VISUAL COMPUTER, v. 35, n. 12, p. 1769-1781, . (17/12646-3, 14/12236-1)
RAIMUNDO, MARCOS M.; DRUMOND, THALITA F.; MARQUES, ALAN CAIO R.; LYRA, CHRISTIANO; ROCHA, ANDERSON; VON ZUBEN, FERNANDO J.. Exploring multiobjective training in multiclass classification. Neurocomputing, v. 435, p. 307-320, . (16/19080-2, 14/11125-1, 14/13533-0, 17/12646-3)
MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON. An In-Depth Study on Open-Set Camera Model Identification. IEEE ACCESS, v. 7, p. 180713-180726, . (17/12646-3)
ALBARRACIN, JUAN F. H.; OLIVEIRA, RAFAEL S.; HIROTA, MARINA; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. A Soft Computing Approach for Selecting and Combining Spectral Bands. REMOTE SENSING, v. 12, n. 14, . (15/02105-0, 14/50715-9, 13/50169-1, 16/08085-3, 14/12236-1, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)
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, 18/16548-9, 18/05668-3, 17/12646-3)
LAYZA, JAIME ROCCA; PEDRINI, HELIO; TORRES, RICARDO DA SILVA; IEEE. 1-to-N Large Margin Classifier. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., . (17/12646-3)
THEOPHILO, ANTONIO; PEREIRA, LUIS A. M.; ROCHA, ANDERSON; IEEE. A NEEDLE IN A HAYSTACK? HARNESSING ONOMATOPOEIA AND USER-SPECIFIC STYLOMETRICS FOR AUTHORSHIP ATTRIBUTION OF MICRO-MESSAGES. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., . (17/12646-3, 18/10204-6)
CIRNE, MARCOS; ANDALO, FERNANDA; DIAS, RAFAEL; RESEK, THIAGO; BERTOCCO, GABRIEL; TORRES, RICARDO DA S.; ROCHA, ANDERSON; IEEE. DEEP FACE VERIFICATION FOR SPHERICAL IMAGES. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (13/50155-0, 14/12236-1, 17/12646-3, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)
BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ULISSES; DIAS, ZANONI; FERREIRA, CE; LEE, O; MIYAZAWA, FK. Reversal and Transposition Distance of Genomes Considering Flexible Intergenic Regions. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 9-pg., . (17/12646-3, 19/27331-3, 15/11937-9, 13/08293-7)
MOREIRA, DANIEL; AVILA, SANDRA; PEREZ, MAURICIO; MORAES, DANIEL; TESTONI, VANESSA; VALLE, EDUARDO; GOLDENSTEIN, SIOME; ROCHA, ANDERSON. Multimodal data fusion for sensitive scene localization. Information Fusion, v. 45, p. 307-323, . (17/12646-3)
NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; GREGIO, ANDRE; ROCHA, ANDERSON; DAHAB, RICARDO. Leveraging ontologies and machine-learning techniques for malware analysis into Android permissions ecosystems. COMPUTERS & SECURITY, v. 78, p. 429-453, . (17/12646-3)
ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. Survey on visual rhythms: A spatio-temporal representation for video sequences. Neurocomputing, v. 402, p. 409-422, . (17/12646-3, 17/09160-1)
SHEN, BINGYU; FORSTALL, CHRISTOPHER W.; ROCHA, ANDERSON DE REZENDE; SCHEIRER, WALTER J.. Practical Text Phylogeny for Real-World Settings. IEEE ACCESS, v. 6, p. 41002-41012, . (17/12646-3)
QUISPE, RODOLFO; PEDRINI, HELIO. Improved person re-identification based on saliency and semantic parsing with deep neural network models. Image and Vision Computing, v. 92, . (17/12646-3)
BRITO, KLAIRTON LIMA; JEAN, GERALDINE; FERTIN, GUILLAUME; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Sorting by Genome Rearrangements on Both Gene Order and Intergenic Sizes. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 27, n. 2, . (17/12646-3, 17/16246-0, 15/11937-9)
CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Data-Fusion Techniques for Open-Set Recognition Problems. IEEE ACCESS, v. 6, p. 21242-U24, . (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1, 17/12646-3, 13/50169-1)
KUEHLKAMP, ANDREY; PINTO, ALLAN; ROCHA, ANDERSON; BOWYER, KEVIN W.; CZAJKA, ADAM. Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 14, n. 6, p. 1419-1431, . (17/12646-3)
SANTOS MIRANDA, GUILHERME HENRIQUE; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Sorting Permutations by lambda-Operations. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 25, n. 2, p. 98-121, . (17/12646-3, 13/08293-7, 15/11937-9, 16/14132-4)
FERREIRA, ALEXANDRE; CARVALHO, TIAGO; ANDALO, FERNANDA; ROCHA, ANDERSON. Counteracting the contemporaneous proliferation of digital forgeries and fake news. Anais da Academia Brasileira de Ciências, v. 91, n. 1, . (17/12646-3, 17/12631-6)
OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)
DE REZENDE, EDMAR R. S.; RUPPERT, GUILHERME C. S.; THEOPHILO, ANTONIO; TOKUDA, ERIC K.; CARVALHO, TIAGO. Exposing computer generated images by using deep convolutional neural networks. SIGNAL PROCESSING-IMAGE COMMUNICATION, v. 66, p. 113-126, . (17/12631-6, 17/12646-3)
MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S.. A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, . (14/50715-9, 16/26170-8, 18/06918-3, 13/50155-0, 14/12236-1, 15/02105-0, 17/12646-3, 13/50169-1)
MIRANDA, GUILHERME HENRIQUE SANTOS; ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Approximation Algorithms for Sorting lambda-Permutations by lambda-Operations. ALGORITHMS, v. 14, n. 6, . (13/08293-7, 15/11937-9, 17/16871-1, 17/12646-3, 17/16246-0)
MOREIRA, THIERRY PINHEIRO; MENOTTI, DAVID; PEDRINI, HELIO. Video action recognition based on visual rhythm representation. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 71, p. 14-pg., . (17/12646-3, 14/12236-1, 15/03156-7)
VERDE, SEBASTIANO; RESEK, THIAGO; MILANI, SIMONE; ROCHA, ANDERSON. Ground-to-Aerial Viewpoint Localization via Landmark Graphs Matching. IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 1490-1494, . (17/12646-3)
DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. A heuristic for the convex recoloring problem in graphs. International Transactions in Operational Research, v. 29, n. 3, p. 1454-1478, . (17/16246-0, 17/12646-3, 15/11937-9, 18/04760-3)
OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. orting Permutations by Intergenic Operation. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2080-2093, . (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)
OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; BULTEAU, LAURENT; DIAS, ULISSES; DIAS, ZANONI. Sorting Signed Permutations by Intergenic Reversals. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2870-2876, . (13/08293-7, 19/27331-3, 17/16246-0, 17/12646-3)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. On the Complexity of Some Variations of Sorting by Transpositions. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 26, n. 9, p. 1076-1094, . (13/08293-7, 15/11937-9, 19/27331-3, 17/12646-3)
PADILHA, RAFAEL; SALEM, TAWFIQ; WORKMAN, SCOTT; ANDALO, FERNANDA A.; ROCHA, ANDERSON; JACOBS, NATHAN. Content-Aware Detection of Temporal Metadata Manipulation. IEEE Transactions on Information Forensics and Security, v. 17, p. 12-pg., . (17/21957-2, 19/15822-2, 17/12646-3)
DELAFIORI, JEANY; NAVARRO, LUIZ CLAUDIO; SICILIANO, RINALDO FOCACCIA; DE MELO, GISELY CARDOSO; BRANDT BUSANELLO, ESTELA NATACHA; NICOLAU, JOSE CARLOS; SALES, GEOVANA MANZAN; DE OLIVEIRA, ARTHUR NOIN; ALMEIDA VAL, FERNANDO FONSECA; DE OLIVEIRA, DIOGO NOIN; et al. Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning. Analytical Chemistry, v. 93, n. 4, p. 2471-2479, . (20/04705-2, 20/05369-6, 18/10052-1, 19/05718-3, 17/12646-3)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; MIRANDA, GUILHERME HENRIQUE SANTOS; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Length-weighted lambda-rearrangement distance. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 41, n. 3, p. 579-602, . (17/16246-0, 15/11937-9, 17/12646-3)
VARGAS MUNOZ, JAVIER A.; DIAS, ZANONI; TORRES, RICARDO DA SILVA. A genetic programming approach for searching on nearest neighbors graphs. MULTIMEDIA TOOLS AND APPLICATIONS, v. 81, n. 16, p. 24-pg., . (14/12236-1, 17/20945-0, 13/50155-0, 13/50169-1, 17/12646-3, 15/11937-9, 16/50250-1, 15/24494-8, 17/16246-0, 14/50715-9)
CHEN, THIAGO DONG; DE OLIVEIRA, GABRIEL BIANCHIN; DIAS, ZANONI; ROCHA, AP; STEELS, L; VANDENHERIK, J. Ensemble of Patches for COVID-19 X-Ray Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., . (15/11937-9, 17/12646-3)
AMORIM, PAULO; MORAES, THIAGO; SILVA, JORGE; PEDRINI, HELIO; TREMEAU, A; IMAI, F; BRAZ, J. 3D Adaptive Histogram Equalization Method for Medical Volumes. VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP, v. N/A, p. 8-pg., . (17/12646-3, 14/12236-1, 13/07559-3)
DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; IEEE. Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., . (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)
LAVI, BAHRAM; NASCIMENTO, JOSE; ROCHA, ANDERSON; IEEE. SEMI-SUPERVISED FEATURE EMBEDDING FOR DATA SANITIZATION IN REAL-WORLD EVENTS. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), v. N/A, p. 5-pg., . (17/12646-3, 20/02241-9, 18/05668-3)
OLIVEIRA, GABRIEL; DAVID, LUCAS; PADILHA, RAFAEL; DA SILVA, ANA PAULA; DE PAULA, FRANCINE; INFANTE, LUCAS; JORGE, LUCIO; XAVIER, PATRICIA; DIAS, ZANONI; ROCHA, AP; et al. Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., . (17/12646-3, 15/11937-9, 17/21957-2)
BRITO, ANDRE DE SOUZA; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; TACON, HEMERSON; CHAVES, HUGO DE LIMA; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO. Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 77, . (17/09160-1, 17/12646-3)
CAMPANA, JOSE LUIS FLORES; DECKER, LUIS GUSTAVO LORGUS; ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; PEDRINI, HELIO; DECARVALHO, BM; GONCALVES, LMG. Multi-Scale Patch Partitioning for Image Inpainting Based on Visual Transformers. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., . (17/12646-3)
FOLEGO, GUILHERME; WEILER, MARINA; CASSEB, RAPHAEL F.; PIRES, RAMON; ROCHA, ANDERSON; I, ALZHEIMER'S DIS NEUROIMAGING; LIF, AUSTRALIAN IMAGING BIOMARKERS. Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 8, . (17/12646-3)
PEIXOTO, BRUNO M.; LAVI, BAHRAM; DIAS, ZANONI; ROCHA, ANDERSON. Harnessing high-level concepts, visual, and auditory features for violence detection in videos. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 78, . (17/12646-3, 18/05668-3)
BROGAN, JOEL; BHARATI, APARNA; MOREIRA, DANIEL; ROCHA, ANDERSON; BOWYER, KEVIN W.; FLYNN, PATRICK J.; SCHEIRER, WALTER J.. Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval. IEEE Transactions on Image Processing, v. 30, p. 6892-6905, . (17/12646-3)
PINTO, ALLAN; GOLDENSTEIN, SIOME; FERREIRA, ALEXANDRE; CARVALHO, TIAGO; PEDRINI, HELIO; ROCHA, ANDERSON. Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 15, p. 3347-3358, . (17/12646-3, 19/16253-1, 17/12631-6)
DA SILVA VASCONCELOS, RAIMUNDO CLAUDIO; PEDRINI, HELIO; RIMACDRLJE, S; ZAGAR, D; GALIC, I; MARTINOVIC, G; VRANJES, D; HABIJAN, M. Estimation of Fingerprint Image Quality Based on Neighborhood Strengthness Homogeneity. PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2019), v. N/A, p. 6-pg., . (17/12646-3)
CARNEIRO, SARAH ALMEIDA; DA SILVA, GABRIEL PELLEGRINO; LEITE, GUILHERME VIEIRA; MORENO, RICARDO; GUIMARAES, SILVIO JAMIL F.; PEDRINI, HELIO; RIMACDRLJE, S; ZAGAR, D; GALIC, I; MARTINOVIC, G; et al. Multi-Stream Deep Convolutional Network Using High-Level Features Applied to Fall Detection in Video Sequences. PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP 2019), v. N/A, p. 6-pg., . (14/12236-1, 17/12646-3)
TEIXEIRA, VINICIUS; BRAZ, LEODECIO; PEDRINI, HELIO; DIAS, ZANONI; PAIVA, AC; CONCI, A; BRAZ, G; ALMEIDA, JDS; FERNANDES, LAF. DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. PROCEEDINGS OF THE 2020 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 27TH EDITION, v. N/A, p. 6-pg., . (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)
PEIXOTO, BRUNO; LAVI, BAHRAM; BESTAGINI, PAOLO; DIAS, ZANONI; ROCHA, ANDERSON; IEEE. MULTIMODAL VIOLENCE DETECTION IN VIDEOS. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., . (18/05668-3, 17/12646-3)
SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI. Signed rearrangement distances considering repeated genes, intergenic regions, and indels. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 46, n. 2, p. 36-pg., . (21/13824-8, 13/08293-7, 17/12646-3, 15/11937-9)
CARNEIRO, SARAH ALMEIDA; DA SILVA, GABRIEL PELLEGRINO; GUIMARAES, SILVIO JAMIL F.; PEDRINI, HELIO; IEEE. Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., . (17/12646-3, 14/12236-1)
CONCHA, DARWIN TTITO; MAIA, HELENA DE ALMEIDA; PEDRINI, HELIO; TACON, HEMERSON; BRITO, ANDRE DE SOUZA; CHAVES, HUGO DE LIMA; VIEIRA, MARCELO BERNARDES; WANI, MA; KANTARDZIC, M; SAYEDMOUCHAWEH, M; et al. Multi-Stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual Rhythms. 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), v. N/A, p. 8-pg., . (17/09160-1, 17/12646-3)
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