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Otávio Augusto Bizetto Penatti
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Books and Theses
- 2012
[b1]Otávio Augusto Bizetto Penatti:
Representações de imagens e vídeos baseadas em dicionários visuais. University of Campinas, Brazil, 2012
Journal Articles
- 2024
- [j15]Vanessa B. O. Fioravanti
, Pedro Garcia Freitas, Paula G. Rodrigues, Rafael G. De Lima, Giovani D. Lucafo, Frank A. C. Cabello, Ismael Seidel, Otávio A. B. Penatti:
Machine learning framework for Inter-Beat Interval estimation using wearable Photoplethysmography sensors. Biomed. Signal Process. Control. 88(Part A): 105689 (2024) - [j14]Andre G. C. Pacheco, Frank A. C. Cabello, Paula G. Rodrigues, Desiree C. Miraldo, Vanessa B. O. Fioravanti, Rafael G. De Lima, Paula R. Pinto, Adriana M. O. Fonoff, Otávio A. B. Penatti:
Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises. IEEE J. Biomed. Health Informatics 28(9): 5092-5102 (2024) - 2018
- [j13]Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo Vecchia Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Anderson Rocha, Ricardo da Silva Torres:
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments. Future Gener. Comput. Syst. 78: 59-76 (2018) - [j12]Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres:
Exploiting ConvNet Diversity for Flooding Identification. IEEE Geosci. Remote. Sens. Lett. 15(9): 1446-1450 (2018) - [j11]Fernanda A. Andaló, Otávio A. B. Penatti, Vanessa Testoni:
TWM: A framework for creating highly compressible videos targeted to computer vision tasks. Pattern Recognit. Lett. 114: 63-72 (2018) - 2017
- [j10]Pedro Ribeiro Mendes Júnior, Roberto Medeiros de Souza, Rafael de Oliveira Werneck, Bernardo V. Stein, Daniel V. Pazinato, Waldir R. de Almeida, Otávio A. B. Penatti, Ricardo da Silva Torres, Anderson Rocha:
Nearest neighbors distance ratio open-set classifier. Mach. Learn. 106(3): 359-386 (2017) - [j9]Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson A. dos Santos:
Towards better exploiting convolutional neural networks for remote sensing scene classification. Pattern Recognit. 61: 539-556 (2017) - 2016
- [j8]Igor Zingman, Dietmar Saupe, Otávio Augusto Bizetto Penatti, Karsten Lambers:
Detection of Fragmented Rectangular Enclosures in Very High Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 54(8): 4580-4593 (2016) - [j7]Daniel V. Pazinato, Bernardo V. Stein, Waldir R. de Almeida, Rafael de Oliveira Werneck, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Fabio H. Menezes, Anderson Rocha:
Pixel-Level Tissue Classification for Ultrasound Images. IEEE J. Biomed. Health Informatics 20(1): 256-267 (2016) - 2015
- [j6]Otávio Augusto Bizetto Penatti, Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo V. Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Ricardo da Silva Torres, Anderson Rocha:
Mid-level image representations for real-time heart view plane classification of echocardiograms. Comput. Biol. Medicine 66: 66-81 (2015) - 2014
- [j5]Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
Unsupervised manifold learning using Reciprocal kNN Graphs in image re-ranking and rank aggregation tasks. Image Vis. Comput. 32(2): 120-130 (2014) - [j4]Lin Tzy Li, Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Ricardo da Silva Torres:
A rank aggregation framework for video multimodal geocoding. Multim. Tools Appl. 73(3): 1323-1359 (2014) - [j3]Otávio Augusto Bizetto Penatti, Fernanda B. Silva, Eduardo Valle, Valérie Gouet-Brunet, Ricardo da Silva Torres:
Visual word spatial arrangement for image retrieval and classification. Pattern Recognit. 47(2): 705-720 (2014) - [j2]Jefersson A. dos Santos, Otávio A. B. Penatti, Philippe-Henri Gosselin, Alexandre X. Falcão, Sylvie Philipp-Foliguet, Ricardo da Silva Torres:
Efficient and Effective Hierarchical Feature Propagation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4632-4643 (2014) - 2012
- [j1]Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres:
Comparative study of global color and texture descriptors for web image retrieval. J. Vis. Commun. Image Represent. 23(2): 359-380 (2012)
Conference and Workshop Papers
- 2023
- [c34]Pedro Garcia Freitas, Rafael G. De Lima, Giovani D. Lucafo, Otávio A. B. Penatti:
Assessing the Quality of Photoplethysmograms via Gramian Angular Fields and Vision Transformer. EUSIPCO 2023: 1035-1039 - [c33]Rafael G. De Lima, Pedro Garcia Freitas, Giovani D. Lucafo, Vanessa B. O. Fioravanti, Ismael Seidel, Otávio A. B. Penatti:
Neural Architecture Search for Tiny Detectors of Inter-beat Intervals. EUSIPCO 2023: 1085-1089 - [c32]André G. C. Pacheco, Frank A. C. Cabello, Adriana M. O. Fonoff, Paula G. Rodrigues, Otávio A. B. Penatti, Paula R. Pinto:
Towards Low-Power Heart Rate Estimation Based on User's Demographics and Activity Level For Wearables. ICASSP 2023: 1-5 - [c31]Pedro Garcia Freitas, Rafael G. De Lima, Giovani D. Lucafo, Otávio A. B. Penatti:
Photoplethysmogram Signal Quality Assessment via 1D-to-2D Projections and Vision Transformers. QoMEX 2023: 165-170 - 2021
- [c30]Gustavo Sutter P. Carvalho, Diogo C. Luvizon, Antonio Joia, André G. C. Pacheco, Otávio A. B. Penatti:
Learning multiplane images from single views with self-supervision. BMVC 2021: 341 - [c29]Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceição, Jose L. Flores-Campana, Luis G. L. Decker, Marcos Roberto e Souza, Hélio Pedrini, Antonio Joia, Otávio A. B. Penatti:
Adaptive Multiplane Image Generation from a Single Internet Picture. WACV 2021: 2555-2564 - 2020
- [c28]Willian Dihanster G. de Oliveira, Otávio A. B. Penatti, Lilian Berton:
A comparison of graph-based semi-supervised learning for data augmentation. SIBGRAPI 2020: 264-271 - 2018
- [c27]Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz:
Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI 2018: 103-109 - [c26]Leonardo A. Duarte, Otávio A. B. Penatti, Jurandy Almeida:
Bag of Attributes for Video Event Retrieval. SIBGRAPI 2018: 447-454 - 2017
- [c25]Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres:
Data-Driven Flood Detection using Neural Networks. MediaEval 2017 - 2016
- [c24]Cristiano D. Ferreira, Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Ícaro C. Dourado, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Ricardo da Silva Torres:
Recod @ MediaEval 2016: Diverse Social Images Retrieval. MediaEval 2016 - [c23]Javier A. V. Muñoz, Lin Tzy Li, Ícaro C. Dourado, Keiller Nogueira, Samuel G. Fadel, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Luís A. M. Pereira, Rodrigo Tripodi Calumby, Jefersson A. dos Santos, Ricardo da Silva Torres:
RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. MediaEval 2016 - [c22]Fernanda A. Andaló, Otávio Augusto Bizetto Penatti, Vanessa Testoni:
Transmitting What Matters: Task-Oriented Video Composition and Compression. SIBGRAPI 2016: 72-79 - [c21]Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida:
Bag of Genres for Video Retrieval. SIBGRAPI 2016: 257-264 - 2015
- [c20]Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos:
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? CVPR Workshops 2015: 44-51 - [c19]Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Vinícius Pereira Santana, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Giovani Chiachia, Marcos André Gonçalves, Ricardo da Silva Torres:
Recod @ MediaEval 2015: Diverse Social Images Retrieval. MediaEval 2015 - [c18]Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres:
RECOD @ Placing Task of MediaEval 2015. MediaEval 2015 - 2014
- [c17]Jurandy Almeida, Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti:
Unsupervised Manifold Learning for Video Genre Retrieval. CIARP 2014: 604-612 - [c16]Rodrigo Tripodi Calumby, Vinícius Pereira Santana, Felipe Souza Cordeiro, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Giovani Chiachia, Ricardo da Silva Torres:
Recod @ MediaEval 2014: Diverse Social Images Retrieval. MediaEval 2014 - [c15]Lin Tzy Li, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Giovani Chiachia, Rodrigo Tripodi Calumby, Pedro Ribeiro Mendes Júnior, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres:
Multimedia Geocoding: The RECOD 2014 Approach. MediaEval 2014 - [c14]Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Ricardo da Silva Torres:
Unsupervised Distance Learning By Reciprocal kNN Distance for Image Retrieval. ICMR 2014: 345 - 2013
- [c13]Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Remote sensing image representation based on hierarchical histogram propagation. IGARSS 2013: 2982-2985 - [c12]Lin Tzy Li, Otávio Augusto Bizetto Penatti, Edward A. Fox, Ricardo da Silva Torres:
Domain-specific image geocoding: a case study on Virginia tech building photos. JCDL 2013: 363-366 - [c11]Lin Tzy Li, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Daniel Carlos Guimarães Pedronette, Marcos André Gonçalves, Ricardo da Silva Torres:
Multimodal Image Geocoding: The 2013 RECOD's Approach. MediaEval 2013 - 2012
- [c10]Lin Tzy Li, Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Ricardo da Silva Torres:
Multimedia multimodal geocoding. SIGSPATIAL/GIS 2012: 474-477 - [c9]Jefersson A. dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Improving texture description in remote sensing image multi-scale classification tasks by using visual words. ICPR 2012: 3090-3093 - [c8]Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida:
UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. MediaEval 2012 - [c7]Lin Tzy Li, Jurandy Almeida, Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
A Multimodal Approach for Video Geocoding. MediaEval 2012 - [c6]Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Ricardo da Silva Torres:
A visual approach for video geocoding using bag-of-scenes. ICMR 2012: 53 - 2011
- [c5]Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres:
Encoding Spatial Arrangement of Visual Words. CIARP 2011: 240-247 - 2010
- [c4]Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
User-Oriented Evaluation of Color Descriptors for Web Image Retrieval. ECDL 2010: 486-489 - [c3]Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
Eva: an evaluation tool for comparing descriptors in content-based image retrieval tasks. Multimedia Information Retrieval 2010: 413-416 - [c2]Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification. VISAPP (2) 2010: 203-208 - 2008
- [c1]Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
Color Descriptors for Web Image Retrieval: A Comparative Study. SIBGRAPI 2008: 163-170
Informal and Other Publications
- 2021
- [i9]Gustavo Sutter P. Carvalho, Diogo C. Luvizon, Antonio Joia Neto, André G. C. Pacheco, Otávio A. B. Penatti:
Learning multiplane images from single views with self-supervision. CoRR abs/2110.09380 (2021) - 2020
- [i8]Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceição, Jose L. Flores-Campana, Luis G. L. Decker, Marcos Roberto e Souza, Hélio Pedrini, Antonio Joia, Otávio A. B. Penatti:
Adaptive Multiplane Image Generation from a Single Internet Picture. CoRR abs/2011.13317 (2020) - 2017
- [i7]Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres:
Exploiting ConvNet Diversity for Flooding Identification. CoRR abs/1711.03564 (2017) - [i6]Otávio A. B. Penatti, Milton F. S. Santos:
Human activity recognition from mobile inertial sensors using recurrence plots. CoRR abs/1712.01429 (2017) - 2016
- [i5]Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos:
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR abs/1602.01517 (2016) - [i4]Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida:
Bag of Attributes for Video Event Retrieval. CoRR abs/1607.05208 (2016) - 2015
- [i3]Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida:
Bag-of-Genres for Video Genre Retrieval. CoRR abs/1506.00051 (2015) - [i2]Otávio Augusto Bizetto Penatti, Sandra Eliza Fontes de Avila, Eduardo Valle, Ricardo da Silva Torres:
Semantic Diversity versus Visual Diversity in Visual Dictionaries. CoRR abs/1511.06704 (2015) - 2012
- [i1]Otávio Augusto Bizetto Penatti, Eduardo Valle, Ricardo da Silva Torres:
Are visual dictionaries generalizable? CoRR abs/1205.2663 (2012)
Coauthor Index
Daniel C. G. Pedronette
aka: Daniel Carlos Guimarães Pedronette
aka: Daniel Carlos Guimarães Pedronette
Jefersson A. dos Santos
aka: Jefersson Alex dos Santos
aka: Jefersson Alex dos Santos
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