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Moacir Antonelli Ponti

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Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Associate Professor of Computer Science at the Institute of Mathematics and Computer Sciences, University of São Paulo (ICMC / USP). Was academic visitor at the Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey in 2016-2017. Received his doctorate (2008) and master's (2004) degrees at the Universidade Federal de São Carlos. His research interests are Digital Signal Image and Video Processing and Machine Learning. He is currently developing research projects on deep learning, representations learning with applications in signal, image and video. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (10)

(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)

Data from Web of Science

DOS SANTOS, FERNANDO P.; RIBEIRO, LEONARDO S. F.; PONTI, MOACIR A.. Generalization of feature embeddings transferred from different video anomaly detection domains. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 407-416, . Web of Science Citations: 3. (13/07375-0, 17/22366-8, 18/22482-0)

PONTI, MOACIR; NAZARE, TIAGO S.; THUME, GABRIELA S.. Image quantization as a dimensionality reduction procedure in color and texture feature extraction. Neurocomputing, v. 173, n. 2, SI, p. 385-396, . Web of Science Citations: 20. (11/16411-4, 11/22749-8)

PONTI, MOACIR; BET, PATRICIA; OLIVEIRA, CAROLINE L.; CASTRO, PAULA C.. Better than counting seconds: Identifying fallers among healthy elderly using fusion of accelerometer features and dual-task Timed Up and Go. PLoS One, v. 12, n. 4, . Web of Science Citations: 10. (15/13504-2, 14/21858-6, 15/09715-8, 13/07375-0, 16/10982-3)

PONTI, MOACIR; KITTLER, JOSEF; RIVA, MATEUS; DE CAMPOS, TEOFILO; ZOR, CEMRE. A decision cognizant Kullback-Leibler divergence. PATTERN RECOGNITION, v. 61, n. SI, p. 470-478, . Web of Science Citations: 9. (15/24652-2, 15/13504-2)

BUI, TU; RIBEIRO, LEONARDO; PONTI, MOACIR; COLLOMOSSE, JOHN. Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression. COMPUTERS & GRAPHICS-UK, v. 71, p. 77-87, . Web of Science Citations: 3. (16/16111-4, 13/07375-0, 17/10068-2)

BET, PATRICIA; CASTRO, PAULA C.; PONTI, MOACIR A.. Fall detection and fall risk assessment in older person using wearable sensors: A systematic review. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, v. 130, . Web of Science Citations: 1. (13/07375-0, 18/22482-0)

BET, PATRICIA; CASTRO, PAULA C.; PONTI, MOACIR A.. Foreseeing future falls with accelerometer features in active community-dwelling older persons with no recent history of falls. Experimental Gerontology, v. 143, . Web of Science Citations: 0. (13/07375-0, 18/22482-0)

VOGADO, LUIS; VERAS, RODRIGO; AIRES, KELSON; ARAUJO, FLAVIO; SILVA, ROMUERE; PONTI, MOACIR; TAVARES, JOAO MANUEL R. S.. Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. SENSORS, v. 21, n. 9, . Web of Science Citations: 0. (18/22482-0)

DOS SANTOS, FERNANDO P.; ZOR, CEMRE; KITTLER, JOSEF; PONTI, MOACIR A.. Learning image features with fewer labels using a semi-supervised deep convolutional network. NEURAL NETWORKS, v. 132, p. 131-143, . Web of Science Citations: 0. (19/07316-0, 18/22482-0)

SOARES, V. H. A.; PONTI, M. A.; GONCALVES, R. A.; CAMPELLO, R. J. G. B.. Cattle counting in the wild with geolocated aerial images in large pasture areas. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 189, . Web of Science Citations: 0. (18/22482-0)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

COSTA, Gabriel de Barros Paranhos da. Detecção de anomalias utilizando métodos paramétricos e múltiplos classificadores. Dissertação (Mestrado) -  Instituto de Ciências Matemáticas e de Computação.  Universidade de São Paulo (USP).  São Carlos.  (12/12524-1

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