Mathematical morphology operators for the visual analytics of urban data

• Grant number: 16/04391-2
• Support Opportunities: Scholarships abroad - Research Internship - Post-doctor
• Start date: July 01, 2016
• End date: June 30, 2017
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Afonso Paiva Neto
• Grantee: Fábio Augusto Salve Dias
• Supervisor: José Cláudio Teixeira e Silva Junior
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Institution abroad: New York University, United States
• Associated to the scholarship: 14/12815-1 - Mathematical morphology in graphs: methods and applications in data visualization, BP.PD

Abstract

In the current project, we explore operators from mathematical morphology for the visual analytics of data represented using digital structures, such as graphs. This is an original approach, proved well suited for georeferenced information, with preliminary results already published. For this internship, we focus on georeferenced urban data. The framework of mathematical morphology offers promising operators for the visual analytics in Urban Informatics, which is an emerging and promising research area that has the potential to help cities around the world become more productive, livable, equitable, and resilient. Indeed, these are the objectives of the Center for Urban Science and Progress of the New York University, the global leader in this field and the proposed institution for this internship. The goal of this internship is to combine the experience of the candidate in mathematical morphology with the experience of the internship supervisor in the exploration of urban data, reinforcing an ongoing research collaboration, to develop original methods for the visual analytics of urban data. (AU)

Scientific publications

(10)

(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)

CHAN, GROMIT YEUK-YIN; NONATO, LUIS GUSTAVO; CHU, ALICE; RAGHAVAN, PREETI; ALURU, VISWANATH; SILVA, CLAUDIO T.. Motion Browser: Visualizing and Understanding Complex Upper Limb Movement Under Obstetrical Brachial Plexus Injuries. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 26, n. 1, p. 981-990, JAN 2020. (16/04391-2)

GARCIA-ZANABRIA, GERMAIN; RAIMUNDO, MARCOS M.; POCO, JORGE; NERY, MARCELO BATISTA; SILVA, CLAUDIO T.; ADORNO, SERGIO; NONATO, LUIS GUSTAVO. CriPAV: Street-Level Crime Patterns Analysis and Visualization. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 28, n. 12, p. 16-pg., 2022-12-01. (13/07923-7, 14/12236-1, 17/05416-1, 16/04391-2, 19/04434-1)

DIAS, MARKUS DIEGO; MANSOUR, MOUSSA R.; DIAS, FABIO; PETRONETTO, FABIANO; SILVA, CLAUDIO T.; NONATO, L. GUSTAVO; IEEE. A Hierarchical Network Simplification Via Non-Negative Matrix Factorization. 2017 30TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2017-01-01. (14/12815-1, 16/04190-7, 11/22749-8, 13/07375-0, 16/04391-2)

NONATO, LUIS GUSTAVO; AUPETIT, MICHAEL. Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 25, n. 8, p. 2650-2673, AUG 2019. (16/04391-2)

NONATO, LUIS GUSTAVO; DO CARMO, FABIANO PETRONETTO; SILVA, CLAUDIO T.. GLoG: Laplacian of Gaussian for Spatial Pattern Detection in Spatio-Temporal Data. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 27, n. 8, p. 3481-3492, AUG 1 2021. (14/12236-1, 13/07375-0, 16/04391-2)

CASACA, WALLACE; GOIS, JOAO PAULO; BATAGELO, HARLEN COSTA; TAUBIN, GABRIEL; NONATO, LUIS GUSTAVO. Laplacian Coordinates: Theory and Methods for Seeded Image Segmentation. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 43, n. 8, p. 2665-2681, AUG 1 2021. (13/07375-0, 14/16857-0, 16/04391-2)

GARCIA, GERMAIN; SILVEIRA, JAQUELINE; POCO, JORGE; PAIVA, AFONSO; NERY, MARCELO BATISTA; SILVA, CLAUDIO T.; ADORNO, SERGIO; NONATO, LUIS GUSTAVO. CrimAnalyzer: Understanding Crime Patterns in Sao Paulo. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 27, n. 4, p. 2313-2328, APR 1 2021. (16/04391-2, 14/12236-1, 17/05416-1)

DAL COL, ALCEBIADES; VALDIVIA, PAOLA; PETRONETTO, FABIANO; DIAS, FABIO; SILVA, CLAUDIO T.; GUSTAVO NONATO, L.. Wavelet-Based Visual Analysis of Dynamic Networks. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v. 24, n. 8, p. 2456-2469, AUG 2018. (14/12815-1, 13/14089-3, 15/03330-7, 16/04391-2, 11/22749-8)

DIAS, FABIO; MANSOUR, MOUSSA R.; VALDIVIA, PAOLA; COUSTY, JEAN; NAJMAN, LAURENT; ANGULO, J; VELASCOFORERO, S; MEYER, F. Watersheds on Hypergraphs for Data Clustering. MATHEMATICAL MORPHOLOGY AND ITS APPLICATIONS TO SIGNAL AND IMAGE PROCESSING (ISMM 2017), v. 10225, p. 11-pg., 2017-01-01. (15/14426-5, 13/14089-3, 16/04391-2, 11/22749-8, 14/12815-1)

DAL COL, ALCEBIADES; VALDIVIA, PAOLA; PETRONETTO, FABIANO; DIAS, FABIO; SILVA, CLAUDIO T.; GUSTAVO NONATO, L.. Wavelet-Based Visual Analysis for Data Exploration. COMPUTING IN SCIENCE & ENGINEERING, v. 19, n. 5, p. 7-pg., 2017-09-01. (11/22749-8, 15/03330-7, 16/04391-2, 16/04190-7, 14/12815-1, 13/14089-3)