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Alexandre Xavier Falcão

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Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

graduate at Electrical Engineering from Federal University of Pernambuco (1988), Master's at Electrical Engineering from University of Campinas (1993) and Ph.d. at Electrical Engineering from University of Campinas (1996). Since 1998 is professor at Institute of Computing, University of Campinas, becoming associate professor in 2003 and full professor in 2011. Has experience in Computer Science, with emphasis on Image Processing, acting in the following topics: Fuzzy object models for recognition and image/video segmentation; interactive image segmentation; design of image operators using graphs; content-based image annotation and retrieval; image analysis and pattern recognition; learning and design of image descriptors; object detection and pose estimation in video; machine learning, classification, and grouping using optimum-path forest; and volumetric visualization. Applications of interest involve Public Health and Parasitology, Plant Biology, Human and Veterinary Medicine, Endodontics, Geology, Biometry, and Agriculture. (Source: Lattes Curriculum)

Research grants
Ongoing (most recent)
Completed (most recent)

  • Abstract

    Superpixel based research has gained much importance in the field of computer vision over the last decade. Results from algorithms based on superpixels show promise in typical computer vision problems like segmentation, tracking, and, depth estimation. However, generation of superpixels still remains a challenging problem. Many graph-based as well as gradient ascent-based methods are ap...

    Superpixel generation based on Optimum-Path Forest image segmentation, AV.EXT

  • Abstract

    Many methods have been recently proposed to deal with the large amount of data provided by the new remote sensing technologies. Several of those methods rely on the use of segmented regions. However, a common issue in region-based applications is the definition of the appropriate representation scale of the data, a problem usually addressed by exploiting multiple scales of segmentation....

    Efficient and effective hierarchical feature propagation, PUB.ART

  • Abstract

    Biometrics systems have significantly improved person identification and authentication, playing an important role in personal, national, and global security.However, these systems might be deceived (or ``spoofed'') and, despite the recent advances in spoofing detection, current solutions often rely on domain knowledge, specific biometric reading systems, and attack types.We assume a ve...

    Deep representations for iris, face, and fingerprint spoofing detection, PUB.ART
See more Completed research grants

(Only some records are available in English at this moment)

Scholarships in Brazil
Ongoing (most recent)

  • Abstract

    In the deep learning era, most of the machine learning problems fall under high-dimensional data analysis. One of the major issues faced for such analysis is that high performance machine learning systems require a huge amount of training data. Obtaining good quality training data on a large scale is a humongous task for domain experts. This is because, currently the annotation is mostl...

    Ensemble watersheds for interactive large scale image annotation, BP.PD

  • Abstract

    Machine Learning models can be very effective when the number of labeled training samples is high. In some areas, such as Medicine and Biology, large labeled training sets are very difficult to be obtained, given that the manual annotation of such datasets is time-consuming and requires specialists. In general, data annotation based on the visual inspection (supervision) of each trainin...

    Visual active learning guided by feature projections, BP.DR

  • Abstract

    This project will address two machine learning problems: (I) feature learning and (II) active learning. In both cases, the strategy is to involve the expert in the machine learning loop by means of visual analytics tools. In (I), the expert shall be able to understand and intervene in the deep learning process in order to design more effective image descriptors. In (II), the expert shal...

    Multidimensional data visualization guided by machine learning, BP.PD
Completed (most recent)
See more Completed scholarships in Brazil

(Only some records are available in English at this moment)

Scholarships abroad
Completed (most recent)

  • Abstract

    Image segmentation is one of the most studied topics in the computer visioncommunity today. In this context, weakly supervised methods are starting togain attention because of the vast amount of labeled data necessary for al-gorithms with standard training procedure. Another approach to tackle thisproblem is to improve the existing methods for image an...

    Interactive Co-Segmentation with projection learning, BE.EP.IC

  • Abstract

    Deep neural networks can be very effective for image classification, but they usually rely on regularization methods, transfer learning, and/or large supervised training sets to reduce/avoid high classification accuracy on the training data with low accuracy on unseen test sets --- i.e., a phenomenon known as data overfitting. Transfer learning is not always possible and large supervise...

    Visual analytics for user-assisted label propagation in neural-network image classifier design, BE.EP.MS

  • Abstract

    The vast majority of human settlements have been annotated by some mapping service, like google, bing, or open street maps. However, several rural areas, specially in developing countries, are not annotated in any of the existing mapping services. Rural building mapping is important to support demographic studies and to plan actions in response to crises that affect those areas. In this...

    Interactive rural building detection and delineation using remote sensing images, BE.EP.DR
See more Completed scholarships abroad

(Only some records are available in English at this moment)

FAPESP support in numbers * Updated October 17, 2020
Total / Available in English
2 / 2 Ongoing research grants
9 / 6 Completed research grants
3 / 3 Ongoing scholarships in Brazil
35 / 17 Completed scholarships in Brazil
6 / 5 Completed scholarships abroad
55 / 33 All research grants and scholarships
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Use this Research Supported by FAPESP (BV/FAPESP) channel only to send messages referring to FAPESP-funded scientific projects.


 

 

 

 

Keywords used by the researcher
Collective Health Computer Science Health Sciences Physical Sciences and Mathematics
Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (109)

(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)

Publications106
Citations586
Cit./Article5.5
Data from Web of Science

SPINA, THIAGO V.; DE MIRANDA, PAULO A. V.; FALCAO, ALEXANDRE X.. INTELLIGENT UNDERSTANDING OF USER INTERACTION IN IMAGE SEGMENTATION. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, v. 26, n. 2, . Web of Science Citations: 4. (09/16428-4, 09/11908-8, 07/52015-0)

DA SILVA‚ A.T.; FALCÃO‚ A.X.; MAGALHÃES‚ L.P.. Active learning paradigms for CBIR systems based on optimum-path forest classification. PATTERN RECOGNITION, v. 44, n. 12, p. 2971-2978, . Web of Science Citations: 8. (07/52015-0)

ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Visual rhythms for qualitative evaluation of video stabilization. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, v. 2020, n. 1, . Web of Science Citations: 1. (14/12236-1, 17/12646-3)

RAMOS, CAIO C. O.; SOUZA, ANDRE N.; CHIACHIA, GIOVANI; FALCAO, ALEXANDRE X.; PAPA, JOAO P.. A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection. COMPUTERS & ELECTRICAL ENGINEERING, v. 37, n. 6, p. 886-894, . Web of Science Citations: 47. (10/00994-8)

UCHOA MAIA RODRIGUES, DANIELE C.; MOURA, FELIPE A.; CUNHA, SERGIO AUGUSTO; TORRES, RICARDO DA S.. Graph visual rhythms in temporal network analyses. GRAPHICAL MODELS, v. 103, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 18/19007-9, 17/20945-0, 13/50155-0, 15/24494-8)

PHELLAN, RENZO; LINDNER, THOMAS; HELLE, MICHAEL; FALCAO, ALEXANDRE X.; OKELL, THOMAS W.; FORKERT, NILS D.. A methodology for generating four-dimensional arterial spin labeling MR angiography virtual phantoms. MEDICAL IMAGE ANALYSIS, v. 56, p. 184-192, . Web of Science Citations: 0. (14/12236-1)

DE SOUZA, GUSTAVO BOTELHO; DA SILVA SANTOS, DANIEL FELIPE; PIRES, RAFAEL GONCALVES; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. Deep Texture Features for Robust Face Spoofing Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v. 64, n. 12, p. 1397-1401, . Web of Science Citations: 12. (14/12236-1, 17/05522-6)

RAMIREZ CORNEJO, JADISHA YARIF; PEDRINI, HELIO; MACHADO-LIMA, ARIANE; DOS SANTOS NUNES, FATIMA DE LOURDES. Down syndrome detection based on facial features using a geometric descriptor. JOURNAL OF MEDICAL IMAGING, v. 4, n. 4, . Web of Science Citations: 1. (14/12236-1)

BRAZ, CAIO DE MORAES; MIRANDA, PAULO A. V.; CIESIELSKI, KRZYSZTOF CHRIS; CAPPABIANCO, FABIO A. M.. Optimum Cuts in Graphs by General Fuzzy Connectedness with Local Band Constraints. Journal of Mathematical Imaging and Vision, v. 62, n. 5, SI, . Web of Science Citations: 0. (14/12236-1, 16/21591-5)

GUEVARA, JUDY C.; TORRES, RICARDO DA S.; DA FONSECA, NELSON L. S.. On the classification of fog computing applications: A machine learning perspective. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 159, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)

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, . Web of Science Citations: 1. (14/12236-1, 14/50715-9, 13/50169-1, 15/02105-0, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

BEJAR, HANS H. C.; FERZOLI GUIMARAES, SILVIO JAMIL; MIRANDA, V, PAULO A.. Efficient hierarchical graph partitioning for image segmentation by optimum oriented cuts. PATTERN RECOGNITION LETTERS, v. 131, p. 185-192, . Web of Science Citations: 0. (14/12236-1, 16/21591-5)

SANTANA, MARCOS C. S.; PASSOS, JR., LEANDRO APARECIDO; MOREIRA, THIERRY P.; COLOMBO, DANILO; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. IEEE INTELLIGENT SYSTEMS, v. 35, n. 1, p. 44-53, . Web of Science Citations: 0. (14/12236-1, 13/07375-0, 17/25908-6, 16/19403-6)

AMORIM, WILLIAN PARAGUASSU; ROSA, GUSTAVO HENRIQUE; THOMAZELLA, ROGERIO; COGO CASTANHO, JOSE EDUARDO; LOFRANO DOTTO, FABIO ROMANO; RODRIGUES JUNIOR, OSWALDO PONS; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. Semi-supervised learning with connectivity-driven convolutional neural networks. PATTERN RECOGNITION LETTERS, v. 128, p. 16-22, . Web of Science Citations: 0. (14/12236-1, 13/07375-0, 15/25739-4, 16/19403-6)

MARTINS, SAMUEL BOTTER; BRAGANTINI, JORDAO; FALCAO, ALEXANDRE XAVIER; YASUDA, CLARISSA LIN. An adaptive probabilistic atlas for anomalous brain segmentation in MR images. Medical Physics, v. 46, n. 11, p. 4940-4950, . Web of Science Citations: 0. (14/12236-1, 13/07559-3, 18/08951-8)

SOUSA, AZAEL M.; MARTINS, SAMUEL B.; FALCAO, ALEXANDRE X.; REIS, FABIANO; BAGATIN, ERICSON; IRION, KLAUS. ALTIS: A fast and automatic lung and trachea CT-image segmentation method. Medical Physics, v. 46, n. 11, p. 4970-4982, . Web of Science Citations: 0. (14/12236-1)

PASSOS, JR., LEANDRO APARECIDO; PAPA, JOAO PAULO. Temperature-Based Deep Boltzmann Machines. NEURAL PROCESSING LETTERS, v. 48, n. 1, p. 95-107, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 16/19403-6)

GUIMARAES, RANIERE ROCHA; PASSOS JR, LEANDRO A.; HOLANDA FILHO, RAIMIR; DE ALBUQUERQUE, VICTOR HUGO C.; RODRIGUES, JOEL J. P. C.; KOMAROV, MIKHAIL M.; PAPA, JOAO PAULO. Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering. IEEE NETWORK, v. 33, n. 2, p. 126-131, . Web of Science Citations: 2. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

PASSOS, LEANDRO A.; DE SOUZA, JR., LUIS A.; MENDEL, ROBERT; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PALM, CHRISTOPH; PAPA, JOAO PAULO. Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 59, p. 475-485, . Web of Science Citations: 0. (14/16250-9, 14/12236-1, 13/07375-0, 15/25739-4, 16/21243-7)

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, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)

DA COSTA, KELTON A. P.; PAPA, JOAO P.; LISBOA, CELSO O.; MUNOZ, ROBERTO; DE ALBUQUERQUE, VICTOR HUGO C.. Internet of Things: A survey on machine learning-based intrusion detection approaches. Computer Networks, v. 151, p. 147-157, . Web of Science Citations: 6. (14/12236-1, 17/22905-6, 13/07375-0, 16/19403-6)

SOUZA, LUIZ; OLIVEIRA, LUCIANO; PAMPLONA, MAURICIO; PAPA, JOAO. How far did we get in face spoofing detection?. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 72, p. 368-381, . Web of Science Citations: 1. (14/12236-1, 13/07375-0, 16/19403-6)

DE SOUZA JR, LUIS A.; PALM, CHRISTOPH; MENDEL, ROBERT; HOOK, CHRISTIAN; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; WEBER, SILKE; PAPA, JOAO P.. A survey on Barrett's esophagus analysis using machine learning. COMPUTERS IN BIOLOGY AND MEDICINE, v. 96, p. 203-213, . Web of Science Citations: 6. (14/12236-1, 13/07375-0, 16/19403-6)

PHELLAN, RENZO; LINDNER, THOMAS; HELLE, MICHAEL; FALCAO, ALEXANDRE X.; FORKERT, NILS DANIEL. Automatic Temporal Segmentation of Vessels of the Brain Using 4D ASL MRA Images. IEEE Transactions on Biomedical Engineering, v. 65, n. 7, p. 1486-1494, . Web of Science Citations: 1. (14/12236-1)

PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO; ROSALIN SARAIVA, GUSTAVO FRANCISCO; SOUZA, GUSTAVO MAIA. Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 145, p. 35-42, . Web of Science Citations: 6. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

RODRIGUES, DOUGLAS; PAPA, JOAO P.; ADELI, HOJJAT. Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems. EXPERT SYSTEMS, v. 34, n. 6, . Web of Science Citations: 2. (14/12236-1, 14/16250-9, 13/07375-0, 15/50319-9, 16/19403-6)

ROBERTO E SOUZA, MARCOS; RODRIGUES DA FONSECA, LUIZ FERNANDO; PEDRINI, HELIO. Improvement of global motion estimation in two-dimensional digital video stabilisation methods. IET IMAGE PROCESSING, v. 12, n. 12, p. 2204-2211, . Web of Science Citations: 0. (14/12236-1)

NACHIF FERNANDES, SILAS EVANDRO; DE SOUZA, ANDRE NUNES; GASTALDELLO, DANILO SINKITI; PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO. Pruning optimum-path forest ensembles using metaheuristic optimization for land-cover classification. International Journal of Remote Sensing, v. 38, n. 20, p. 5736-5762, . Web of Science Citations: 2. (14/16250-9, 14/12236-1)

PAPA, JOAO PAULO; ROSA, GUSTAVO H.; PEREIRA, DANILLO R.; YANG, XIN-SHE. Quaternion-based Deep Belief Networks fine-tuning. APPLIED SOFT COMPUTING, v. 60, p. 328-335, . Web of Science Citations: 6. (14/12236-1, 14/16250-9, 15/25739-4)

NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, . Web of Science Citations: 8. (14/50715-9, 13/50169-1, 14/12236-1, 13/50155-0, 16/18429-1, 15/24494-8)

RAUBER, PAULO E.; FALCAO, ALEXANDRE X.; TELEA, ALEXANDRU C.. Projections as visual aids for classification system design. INFORMATION VISUALIZATION, v. 17, n. 4, p. 282-305, . Web of Science Citations: 5. (14/12236-1, 12/24121-9)

AMORIM, WILLIAN P.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.. Multi-label semi-supervised classification through optimum-path forest. INFORMATION SCIENCES, v. 465, p. 86-104, . Web of Science Citations: 4. (14/12236-1, 13/20387-7, 14/16250-9)

AMORIM, PAULO; MORAES, THIAGO; FAZANARO, DALTON; SILVA, JORGE; PEDRINI, HELIO. Shearlet and contourlet transforms for analysis of electrocardiogram signals. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 161, p. 125-132, . Web of Science Citations: 5. (17/12646-3, 14/12236-1)

SOUZA, MARCOS R.; PEDRINI, HELIO. Digital video stabilization based on adaptive camera trajectory smoothing. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . Web of Science Citations: 1. (14/12236-1, 17/12646-3)

REBOUCAS FILHO, PEDRO P.; DA SILVA BARROS, ANTONIO C.; RAMALHO, GERALDO L. B.; PEREIRA, CLAYTON R.; PAPA, JOAO PAULO; DE ALBUQUERQUE, VICTOR HUGO C.; TAVARES, JOAO MANUEL R. S.. Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. NEURAL COMPUTING & APPLICATIONS, v. 31, n. 2, p. 901-914, . Web of Science Citations: 2. (14/16250-9, 14/12236-1)

IWASHITA, ADRIANA SAYURI; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. Learning concept drift with ensembles of optimum-path forest-based classifiers. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 95, p. 198-211, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0)

NACHIF FERNANDES, SILAS EVANDRO; PAPA, JOAO PAULO. Improving optimum-path forest learning using bag-of-classifiers and confidence measures. PATTERN ANALYSIS AND APPLICATIONS, v. 22, n. 2, p. 703-716, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

MINETTO, R.; SPINA, T. V.; FALCAO, A. X.; LEITE, N. J.; PAPA, J. P.; STOLFI, J.. IFTrace: Video segmentation of deformable objects using the Image Foresting Transform. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 116, n. 2, p. 274-291, . Web of Science Citations: 4. (09/11908-8, 07/52015-0)

MARIANO, GREICE C.; STAGGEMEIER, VANESSA G.; CERDEIRA MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA S.. Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. ECOLOGICAL INFORMATICS, v. 46, p. 19-35, . Web of Science Citations: 2. (14/50715-9, 13/50169-1, 10/51307-0, 14/12236-1, 17/20945-0, 16/50250-1, 09/18438-7, 13/50155-0, 15/24494-8)

DE ROSA, GUSTAVO H.; PAPA, JOAO P.; YANG, XIN-S. Handling dropout probability estimation in convolution neural networks using meta-heuristics. SOFT COMPUTING, v. 22, n. 18, SI, p. 6147-6156, . Web of Science Citations: 0. (14/12236-1, 14/16250-9, 15/25739-4)

ALMEIDA, ALEXANDRE E.; TORRES, RICARDO DA S.. Remote Sensing Image Classification Using Genetic-Programming-Based Time Series Similarity Functions. IEEE Geoscience and Remote Sensing Letters, v. 14, n. 9, p. 1499-1503, . Web of Science Citations: 3. (14/12236-1, 15/02105-0, 13/50155-0, 14/50715-9, 13/50169-1)

DA SILVA, EDUARDO SANT'ANA; SANTOS, ANDERSON; PEDRINI, HELIO. METRICS FOR IMAGE SURFACE APPROXIMATION BASED ON TRIANGULAR MESHES. IMAGE ANALYSIS & STEREOLOGY, v. 37, n. 1, p. 71-82, . Web of Science Citations: 0. (14/12236-1)

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, . Web of Science Citations: 3. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 17/12646-3, 13/50155-0, 15/24494-8)

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, . Web of Science Citations: 1. (14/12236-1, 14/50715-9, 13/50169-1, 15/02105-0, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

DOS SANTOS, JEFERSSON ALEX; GOSSELIN, PHILIPPE-HENRI; PHILIPP-FOLIGUET, SYLVIE; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE XAVIER. Multiscale Classification of Remote Sensing Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 10, 1, p. 3764-3775, . Web of Science Citations: 45. (09/18438-7, 07/52015-0)

SUZUKI, CELSO T. N.; GOMES, JANCARLO F.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.; HOSHINO-SHIMIZU, SUMIE. Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images. IEEE Transactions on Biomedical Engineering, v. 60, n. 3, p. 803-812, . Web of Science Citations: 22. (09/16206-1)

BONDI, L.; BAROFFIO, L.; CESANA, M.; TAGLIASACCHI, M.; CHIACHIA, G.; ROCHA, A.. Rate-energy-accuracy optimization of convolutional architectures for face recognition. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 36, p. 142-148, . Web of Science Citations: 2. (13/11359-0)

RUPPERT, GUILHERME C. S.; CHIACHIA, GIOVANI; BERGO, FELIPE P. G.; FAVRETTO, FERNANDA O.; YASUDA, CLARISSA L.; ROCHA, ANDERSON; FALCAO, ALEXANDRE X.. Medical image registration based on watershed transform from greyscale marker and multi-scale parameter search. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, v. 5, n. 2, p. 138-156, . Web of Science Citations: 1. (10/00994-8, 13/11359-0, 10/05647-4, 07/52015-0)

MELO DE OLIVEIRA SANTOS, CECILIA LIRA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY; DUPUY, STEPHANE; BOURY, JULIE; DOS SANTOS LUCIANO, ANA CLAUDIA; TORRES, RICARDO DA SILVA; LE MAIRE, GUERRIC. Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. REMOTE SENSING, v. 11, n. 3, . Web of Science Citations: 3. (14/12236-1, 14/50715-9, 13/50155-0, 15/24494-8)

AFONSO, LUIS C. S.; ROSA, GUSTAVO H.; PEREIRA, CLAYTON R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A recurrence plot-based approach for Parkinson's disease identification. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 94, p. 282-292, . Web of Science Citations: 5. (14/12236-1, 13/07375-0, 16/19403-6)

FERNANDES, SILAS E. N.; PEREIRA, DANILLO R.; RAMOS, CAIO C. O.; SOUZA, ANDRE N.; GASTALDELLO, DANILO S.; PAPA, JOAO P.. A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE TRANSACTIONS ON SMART GRID, v. 10, n. 3, p. 3226-3235, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0, 17/02286-0, 16/19403-6)

VARGAS-MUNOZ, JOHN E.; CHOWDHURY, ANANDA S.; ALEXANDRE, EDUARDO B.; GALVAO, FELIPE L.; VECHIATTO MIRANDA, PAULO A.; FALCAO, ALEXANDRE X.. An Iterative Spanning Forest Framework for Superpixel Segmentation. IEEE Transactions on Image Processing, v. 28, n. 7, p. 3477-3489, . Web of Science Citations: 0. (16/14760-5, 14/12236-1, 15/01186-6, 14/50937-1)

SRIVASTAVA, SHIVANGI; VARGAS-MUNOZ, JOHN E.; TUIA, DEVIS. Understanding urban landuse from the above and ground perspectives: A deep learning, multimodal solution. REMOTE SENSING OF ENVIRONMENT, v. 228, p. 129-143, . Web of Science Citations: 2. (16/14760-5, 17/10086-0)

PAPA, JOAO PAULO; ROSA, GUSTAVO HENRIQUE; PAPA, LUCIENE PATRICI. A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes. PATTERN RECOGNITION LETTERS, v. 100, p. 59-66, . Web of Science Citations: 3. (14/16250-9, 15/25739-4, 13/07375-0, 16/19403-6, 14/12236-1, 10/15566-1)

SPINA, THIAGO V.; DE MIRANDA, PAULO A. V.; FALCAO, ALEXANDRE X.. INTELLIGENT UNDERSTANDING OF USER INTERACTION IN IMAGE SEGMENTATION. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, v. 26, n. 2, . Web of Science Citations: 4. (09/16428-4, 09/11908-8, 07/52015-0)

RAMOS, CAIO C. O.; SOUZA, ANDRE N.; CHIACHIA, GIOVANI; FALCAO, ALEXANDRE X.; PAPA, JOAO P.. A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection. COMPUTERS & ELECTRICAL ENGINEERING, v. 37, n. 6, p. 886-894, . Web of Science Citations: 47. (10/00994-8)

DA SILVA‚ A.T.; FALCÃO‚ A.X.; MAGALHÃES‚ L.P.. Active learning paradigms for CBIR systems based on optimum-path forest classification. PATTERN RECOGNITION, v. 44, n. 12, p. 2971-2978, . Web of Science Citations: 8. (07/52015-0)

DA SILVA, ANDRE TAVARES; DOS SANTOS, JEFERSSON ALEX; FALCAO, ALEXANDRE XAVIER; TORRES, RICARDO DA S.; MAGALHAES, LEO PINI. Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 116, n. 4, p. 510-523, . Web of Science Citations: 11. (09/18438-7, 07/52015-0)

FALCAO‚ AX; DA FONTOURA COSTA‚ L.; DA CUNHA‚ BS. Multiscale skeletons by image foresting transform and its application to neuromorphometry. PATTERN RECOGNITION, v. 35, n. 7, p. 1571-1582, .

NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, . Web of Science Citations: 8. (14/50715-9, 13/50169-1, 14/12236-1, 13/50155-0, 16/18429-1, 15/24494-8)

DE SOUZA, GUSTAVO BOTELHO; DA SILVA SANTOS, DANIEL FELIPE; PIRES, RAFAEL GONCALVES; MARANA, APARECIDO NILCEU; PAPA, JOAO PAULO. Deep Texture Features for Robust Face Spoofing Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v. 64, n. 12, p. 1397-1401, . Web of Science Citations: 12. (14/12236-1, 17/05522-6)

RAMIREZ CORNEJO, JADISHA YARIF; PEDRINI, HELIO; MACHADO-LIMA, ARIANE; DOS SANTOS NUNES, FATIMA DE LOURDES. Down syndrome detection based on facial features using a geometric descriptor. JOURNAL OF MEDICAL IMAGING, v. 4, n. 4, . Web of Science Citations: 1. (14/12236-1)

BRAZ, CAIO DE MORAES; MIRANDA, PAULO A. V.; CIESIELSKI, KRZYSZTOF CHRIS; CAPPABIANCO, FABIO A. M.. Optimum Cuts in Graphs by General Fuzzy Connectedness with Local Band Constraints. Journal of Mathematical Imaging and Vision, v. 62, n. 5, SI, . Web of Science Citations: 0. (14/12236-1, 16/21591-5)

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PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A survey on computer-assisted Parkinson's Disease diagnosis. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 95, p. 48-63, . Web of Science Citations: 7. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; ROSA, GUSTAVO H.; ALBUQUERQUE, VICTOR H. C.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; PAPA, JOAO P.. Handwritten dynamics dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 87, p. 67-77, . Web of Science Citations: 15. (14/16250-9, 15/25739-4, 13/07375-0, 16/19403-6, 14/12236-1, 10/15566-1)

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MENOTTI, DAVID; CHIACHIA, GIOVANI; PINTO, ALLAN; SCHWARTZ, WILLIAM ROBSON; PEDRINI, HELIO; FALCAO, ALEXANDRE XAVIER; ROCHA, ANDERSON. Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. IEEE Transactions on Information Forensics and Security, v. 10, n. 4, p. 864-879, . Web of Science Citations: 136. (11/22749-8, 13/04172-0, 13/11359-0, 10/05647-4)

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DA SILVA, ANDRE TAVARES; DOS SANTOS, JEFERSSON ALEX; FALCAO, ALEXANDRE XAVIER; TORRES, RICARDO DA S.; MAGALHAES, LEO PINI. Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. COMPUTER VISION AND IMAGE UNDERSTANDING, v. 116, n. 4, p. 510-523, . Web of Science Citations: 11. (09/18438-7, 07/52015-0)

FALCAO‚ AX; DA FONTOURA COSTA‚ L.; DA CUNHA‚ BS. Multiscale skeletons by image foresting transform and its application to neuromorphometry. PATTERN RECOGNITION, v. 35, n. 7, p. 1571-1582, .

MUNOZ, JAVIER VARGAS; GONCALVES, MARCOS A.; DIAS, ZANONI; TORRES, RICARDO DA S.. Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. PATTERN RECOGNITION, v. 96, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 17/16246-0, 17/20945-0, 14/12236-1, 13/50169-1, 15/11937-9, 17/12646-3, 13/50155-0, 15/24494-8)

DA COSTA, KELTON A. P.; PAPA, JOAO P.; LISBOA, CELSO O.; MUNOZ, ROBERTO; DE ALBUQUERQUE, VICTOR HUGO C.. Internet of Things: A survey on machine learning-based intrusion detection approaches. Computer Networks, v. 151, p. 147-157, . Web of Science Citations: 6. (14/12236-1, 17/22905-6, 13/07375-0, 16/19403-6)

SOUZA, LUIZ; OLIVEIRA, LUCIANO; PAMPLONA, MAURICIO; PAPA, JOAO. How far did we get in face spoofing detection?. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 72, p. 368-381, . Web of Science Citations: 1. (14/12236-1, 13/07375-0, 16/19403-6)

DE SOUZA JR, LUIS A.; PALM, CHRISTOPH; MENDEL, ROBERT; HOOK, CHRISTIAN; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; WEBER, SILKE; PAPA, JOAO P.. A survey on Barrett's esophagus analysis using machine learning. COMPUTERS IN BIOLOGY AND MEDICINE, v. 96, p. 203-213, . Web of Science Citations: 6. (14/12236-1, 13/07375-0, 16/19403-6)

PHELLAN, RENZO; LINDNER, THOMAS; HELLE, MICHAEL; FALCAO, ALEXANDRE X.; FORKERT, NILS DANIEL. Automatic Temporal Segmentation of Vessels of the Brain Using 4D ASL MRA Images. IEEE Transactions on Biomedical Engineering, v. 65, n. 7, p. 1486-1494, . Web of Science Citations: 1. (14/12236-1)

PEREIRA, DANILLO ROBERTO; PAPA, JOAO PAULO; ROSALIN SARAIVA, GUSTAVO FRANCISCO; SOUZA, GUSTAVO MAIA. Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 145, p. 35-42, . Web of Science Citations: 6. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

RODRIGUES, DOUGLAS; PAPA, JOAO P.; ADELI, HOJJAT. Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems. EXPERT SYSTEMS, v. 34, n. 6, . Web of Science Citations: 2. (14/12236-1, 14/16250-9, 13/07375-0, 15/50319-9, 16/19403-6)

MIRANDA, PAULO A. V.; FALCAO, ALEXANDRE XAVIER; SPINA, THIAGO V.. Riverbed: A Novel User-Steered Image Segmentation Method Based on Optimum Boundary Tracking. IEEE Transactions on Image Processing, v. 21, n. 6, p. 3042-3052, . Web of Science Citations: 24. (09/16428-4, 11/01434-9, 09/11908-8, 07/52015-0)

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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, . Web of Science Citations: 0. (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)

OSAKU, D.; CUBA, C. F.; SUZUKI, C. T. N.; GOMES, J. F.; FALCAO, A. X.. Automated diagnosis of intestinal parasites: A new hybrid approach and its benefits. COMPUTERS IN BIOLOGY AND MEDICINE, v. 123, . Web of Science Citations: 0. (14/12236-1, 17/12974-0)

MIRANDA, PAULO A. V.; FALCAO, ALEXANDRE X.; ROCHA, ANDERSON; BERGO, FELIPE P. G.. Object delineation by kappa-connected components. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, . Web of Science Citations: 7. (05/58103-3, 03/13424-1, 05/56578-4)

FINGER, MARCELO; PRETO, SANDRO. Probably Partially True: Satisfiability for Lukasiewicz Infinitely-Valued Probabilistic Logic and Related Topics. JOURNAL OF AUTOMATED REASONING, . Web of Science Citations: 0. (14/12236-1, 15/21880-4)

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DOS SANTOS, JEFERSSON ALEX; GOSSELIN, PHILIPPE-HENRI; PHILIPP-FOLIGUET, SYLVIE; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE XAVIER. Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 6, n. 4, p. 2020-2034, . Web of Science Citations: 18. (09/18438-7, 07/52015-0)

WERNECK, RAFAEL DE OLIVEIRA; DE ALMEIDA, WALDIR RODRIGUES; STEIN, BERNARDO VECCHIA; PAZINATO, DANIEL VATANABE; MENDES JUNIOR, PEDRO RIBEIRO; BIZETTO PENATTI, OTAVIO AUGUSTO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 78, n. 1, p. 59-76, . Web of Science Citations: 1. (14/12236-1, 13/50155-0, 16/18429-1, 13/50169-1, 15/19222-9)

ALCANTARA, MARLON F.; PEDRINI, HELIO; CAO, YU. Human Action Classification Based on Silhouette Indexed Interest Points for Multiple Domains. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, v. 17, n. 3, . Web of Science Citations: 1. (14/12236-1, 15/12228-1)

DE SOUZA JR, LUIS A.; PALM, CHRISTOPH; MENDEL, ROBERT; HOOK, CHRISTIAN; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; WEBER, SILKE; PAPA, JOAO P.. A survey on Barrett's esophagus analysis using machine learning. COMPUTERS IN BIOLOGY AND MEDICINE, v. 96, p. 203-213, . Web of Science Citations: 6. (14/12236-1, 13/07375-0, 16/19403-6)

PHELLAN, RENZO; LINDNER, THOMAS; HELLE, MICHAEL; FALCAO, ALEXANDRE X.; FORKERT, NILS DANIEL. Automatic Temporal Segmentation of Vessels of the Brain Using 4D ASL MRA Images. IEEE Transactions on Biomedical Engineering, v. 65, n. 7, p. 1486-1494, . Web of Science Citations: 1. (14/12236-1)

PEREIRA, CLAYTON R.; PEREIRA, DANILO R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A survey on computer-assisted Parkinson's Disease diagnosis. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 95, p. 48-63, . Web of Science Citations: 7. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6)

ROBERTO E SOUZA, MARCOS; RODRIGUES DA FONSECA, LUIZ FERNANDO; PEDRINI, HELIO. Improvement of global motion estimation in two-dimensional digital video stabilisation methods. IET IMAGE PROCESSING, v. 12, n. 12, p. 2204-2211, . Web of Science Citations: 0. (14/12236-1)

CHIACHIA, GIOVANI; FALCAO, ALEXANDRE X.; PINTO, NICOLAS; ROCHA, ANDERSON; COX, DAVID. Learning Person-Specific Representations From Faces in the Wild. IEEE Transactions on Information Forensics and Security, v. 9, n. 12, p. 2089-2099, . Web of Science Citations: 19. (10/00994-8, 13/11359-0, 10/05647-4)

CULQUICONDOR, ALDO; BALDASSIN, ALEXANDRO; CASTELO-FERNANDEZ, CESAR; DE CARVALHO, JOAO P. L.; PAPA, JOAO PAULO. An efficient parallel implementation for training supervised optimum-path forest classifiers. Neurocomputing, v. 393, p. 259-268, . Web of Science Citations: 0. (14/16250-9, 14/12236-1, 13/07375-0, 16/19403-6, 17/03940-5)

UCHOA MAIA RODRIGUES, DANIELE C.; MOURA, FELIPE A.; CUNHA, SERGIO AUGUSTO; TORRES, RICARDO DA S.. Graph visual rhythms in temporal network analyses. GRAPHICAL MODELS, v. 103, . Web of Science Citations: 0. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 18/19007-9, 17/20945-0, 13/50155-0, 15/24494-8)

PHELLAN, RENZO; LINDNER, THOMAS; HELLE, MICHAEL; FALCAO, ALEXANDRE X.; OKELL, THOMAS W.; FORKERT, NILS D.. A methodology for generating four-dimensional arterial spin labeling MR angiography virtual phantoms. MEDICAL IMAGE ANALYSIS, v. 56, p. 184-192, . Web of Science Citations: 0. (14/12236-1)

WERNECK, RAFAEL DE OLIVEIRA; RAVEAUX, ROMAIN; TABBONE, SALVATORE; TORRES, RICARDO DA SILVA. Learning cost function for graph classification with open-set methods. PATTERN RECOGNITION LETTERS, v. 128, p. 8-15, . Web of Science Citations: 1. (14/50715-9, 17/16453-5, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 16/18429-1, 15/24494-8)

RIBEIRO, LUIZ C. F.; AFONSO, LUIS C. S.; PAPA, JOAO P.. Bag of Samplings for computer-assisted Parkinson's disease diagnosis based on Recurrent Neural Networks. COMPUTERS IN BIOLOGY AND MEDICINE, v. 115, . Web of Science Citations: 2. (14/12236-1, 13/07375-0)

SUZUKI, CELSO T. N.; GOMES, JANCARLO F.; FALCAO, ALEXANDRE X.; PAPA, JOAO P.; HOSHINO-SHIMIZU, SUMIE. Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images. IEEE Transactions on Biomedical Engineering, v. 60, n. 3, p. 803-812, . Web of Science Citations: 22. (09/16206-1)

BONDI, L.; BAROFFIO, L.; CESANA, M.; TAGLIASACCHI, M.; CHIACHIA, G.; ROCHA, A.. Rate-energy-accuracy optimization of convolutional architectures for face recognition. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 36, p. 142-148, . Web of Science Citations: 2. (13/11359-0)

RUPPERT, GUILHERME C. S.; CHIACHIA, GIOVANI; BERGO, FELIPE P. G.; FAVRETTO, FERNANDA O.; YASUDA, CLARISSA L.; ROCHA, ANDERSON; FALCAO, ALEXANDRE X.. Medical image registration based on watershed transform from greyscale marker and multi-scale parameter search. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, v. 5, n. 2, p. 138-156, . Web of Science Citations: 1. (10/00994-8, 13/11359-0, 10/05647-4, 07/52015-0)

MELO DE OLIVEIRA SANTOS, CECILIA LIRA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY; DUPUY, STEPHANE; BOURY, JULIE; DOS SANTOS LUCIANO, ANA CLAUDIA; TORRES, RICARDO DA SILVA; LE MAIRE, GUERRIC. Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. REMOTE SENSING, v. 11, n. 3, . Web of Science Citations: 3. (14/12236-1, 14/50715-9, 13/50155-0, 15/24494-8)

AFONSO, LUIS C. S.; ROSA, GUSTAVO H.; PEREIRA, CLAYTON R.; WEBER, SILKE A. T.; HOOK, CHRISTIAN; ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO P.. A recurrence plot-based approach for Parkinson's disease identification. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 94, p. 282-292, . Web of Science Citations: 5. (14/12236-1, 13/07375-0, 16/19403-6)

FERNANDES, SILAS E. N.; PEREIRA, DANILLO R.; RAMOS, CAIO C. O.; SOUZA, ANDRE N.; GASTALDELLO, DANILO S.; PAPA, JOAO P.. A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE TRANSACTIONS ON SMART GRID, v. 10, n. 3, p. 3226-3235, . Web of Science Citations: 1. (14/16250-9, 14/12236-1, 13/07375-0, 17/02286-0, 16/19403-6)

VARGAS-MUNOZ, JOHN E.; CHOWDHURY, ANANDA S.; ALEXANDRE, EDUARDO B.; GALVAO, FELIPE L.; VECHIATTO MIRANDA, PAULO A.; FALCAO, ALEXANDRE X.. An Iterative Spanning Forest Framework for Superpixel Segmentation. IEEE Transactions on Image Processing, v. 28, n. 7, p. 3477-3489, . Web of Science Citations: 0. (16/14760-5, 14/12236-1, 15/01186-6, 14/50937-1)

SRIVASTAVA, SHIVANGI; VARGAS-MUNOZ, JOHN E.; TUIA, DEVIS. Understanding urban landuse from the above and ground perspectives: A deep learning, multimodal solution. REMOTE SENSING OF ENVIRONMENT, v. 228, p. 129-143, . Web of Science Citations: 2. (16/14760-5, 17/10086-0)

PAPA, JOAO PAULO; ROSA, GUSTAVO HENRIQUE; PAPA, LUCIENE PATRICI. A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes. PATTERN RECOGNITION LETTERS, v. 100, p. 59-66, . Web of Science Citations: 3. (14/16250-9, 15/25739-4, 13/07375-0, 16/19403-6, 14/12236-1, 10/15566-1)

Academic Publications

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

None

MIRANDA, Paulo André Vechiatto de. Segmentação de imagens pela transformada imagem-floresta. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (03/09793-1) 

CARNIELLI, Giulliano Paes. Um metodo rapido para rendering de volumes com perspectiva digital. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (98/06535-1) 

CHIACHIA, Giovani. Learning person-specific face representations = : Aprendendo representações específicas para a face de cada pessoa. Tese (Doutorado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (10/00994-8) 

RAUBER, Paulo Eduardo. Visual analytics applied to image analysis = Análise visual aplicada à análise de imagens. Tese (Doutorado) -  Universidade Estadual de Campinas, Instituto de Computação e Universidade de Groningen.  (12/24121-9) 

SUZUKI, Celso Tetsuo Nagase. Segmentação de imagens de prasitos intestinais do homem. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas.  (04/11218-8) 

MIRANDA, Paulo André Vechiatto de. Reconhecimento e delineamento sinergicos de objetos em imagens com aplicações na medicina. Tese (Doutorado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (05/59808-0) 

SILVA, Maíra Saboia da. Aglomeração de pixels pela transformada imagem floresta e sua aplicação em segmentação de fundo de imagens natuarais. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (10/04936-2) 

CUNHA, Bruno Santos da. Projeto de operadores de processamento e analise de imagens baseados na transformada imagem-floresta. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (99/10100-3) 

FAVRETTO, Fernanda Oliveira. Registro de imagens 3D do cerebro humano. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (07/53608-5) 

CAPPABIANCO, Fábio Augusto Menocci. Segmentação de tecidos do cerebro humano em imagens de ressonancia magnetica e sua avaliação. Tese (Doutorado) -  Instituto de Computação.  Universidade Estadual de Campinas (UNICAMP).  (05/59902-7) 

MOYA, Nikolas. Interactive segmentation of multiple 3D objects in medical images by optimum graph cuts : Segmentação interativa de múltiplos objetos 3D em imagens médicas por cortes ótimos em grafo. Dissertação (Mestrado) -  Instituto de Computação.  Universidade Estadual de Campinas.  (13/17991-0) 

STEHLING, Renato de Oliveira. Recuperação por conteudo em grandes coleções de imagens heterogeneas. Tese (Doutorado) -  Instituto de Matematica, Estatistica e Computação Cientifica.  Universidade Estadual de Campinas (UNICAMP).  (98/12899-6) 

Patent applications

MÉTODO DE PREPARAÇÃO DE AMOSTRA COPROPARASITOLÓGINA FECAL E COMPOSIÇÃO CLARIFICANTE PI0905833-8 - Universidade Estadual de Campinas (UNICAMP). Celso Tetsuo Nagase Suzuki; Alexandre Xavier Falcão; Jancarlo Ferreira Gomes; Sumie Hoshino Shimizu - October 2009, 15

SISTEMA PARA DIAGNÓSTICO DE PARASITOS INTESTINAIS POR ANÁLISE COMPUTADORIZADA DE IMAGENS PI0605465-0 - Universidade Estadual de Campinas (UNICAMP). Alexandre Xavier Falcão; Celso Tetsuo Nagase Suzuki; Jancarlo Ferreira Gomes; João Paulo Papa; Luiz Cândido de Souza Dias; Sumie Hoshino Shimizu - November 2006, 30

SISTEMA PARA DIAGNOSTICO DE PARASITOS INTESTINAIS POR ANALISE COMPUTADORIZADA DE IMAGENS E USO DO REFERIDO SISTEMA PI0802292-5 - Universidade Estadual de Campinas (UNICAMP). Jancarlo Ferreira Gomes; João Paulo Papa; Luiz Cândido de Souza Dias; Sumie Hoshino Shimizu; Alexandre Xavier Falcão; Celso Tetsuo Nagase Suzuki - July 2008, 23

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