Cué, L. E.; Bermudez, J. D.; Achanccaray, P.; Sanches, I. D.; Happ, P. N.; Feitosa, R. Q. A comparative analysis of deep learning techniques for crop type recognition in temperate and tropical regions from multitemporal SAR image sequences. Anais do XXVII Congresso Brasileiro de Cartografia e XXVI Exposicarta 6 a 9 de novembro de 2017, SBC, Rio de Janeiro – RJ, p. 730-734
Publications
Evaluation of recurrent neural networks for crop recognition from multitemporal remote sensing images
Bermúdez, J. D.; Achanccaray, P.; Sanches, I. D.; Cue, L.; Happ, P.; Feitosa, R. Q. Evaluation of recurrent neural networks for crop recognition from multitemporal remote sensing images. Anais do XXVII Congresso Brasileiro de Cartografia e XXVI Exposicarta 6 a 9 de novembro de 2017, SBC, Rio de Janeiro – RJ, p. 800-804
Campo Verde Database: Seeking to improve agricultural remote sensing of tropical areas
Sanches, I. D.; Feitosa, R. Q.; Achanccaray, P.; Soares, M. D.; Luiz, A.; Schultz, B.; Maurano, L. Campo Verde Database: Seeking to improve agricultural remote sensing of tropical areas. IEEE Geoscience and Remote Sensing Letters, PP(99):1–5, 2018.
A Comparative Analysis of Deep Learning Techniques for Sub-Tropical Crop Types Recognition from Multitemporal Optical/SAR Image Sequences
BERMUDEZ, J. ; FEITOSA, RAUL Q. ; CUE, L. ; ACHANCCARAY, P. ; SANCHES, I. D. A Comparative Analysis of Deep Learning Techniques for Sub-Tropical Crop Types Recognition from Multitemporal Optical/SAR Image Sequences. In: Conference on Graphics, Patterns and Images (SIBGRAPI’17), 2017, Niteroi. Electronic Proceedings of the 30th Conference on Graphics, Patterns and Images (SIBGRAPI’17). São Jose dos Campos: National Institute for Space Research (INPE), 2017. p. 382-389.
Utilizando um cluster virtual com Hadoop como uma ferramenta para exploração de big data em processamento de imagens digitais
MUSCI, M.; HAPP, P. N.; COSTA, G. A. O. P.; FEITOSA, R. Q. Utilizando um cluster virtual com Hadoop como uma ferramenta para exploração de big data em processamento de imagens digitais In: XVIII Simpósio Brasileiro de Sensoriamento Remoto, 2017, Santos. Anais do XVIII Simpósio Brasileiro de Sensoriamento Remoto. São José dos Campos: INPE, 2017. p.7489 – 7495
Uma comparação entre MapReduce e Tez para segmentação de imagens em ambientes de computação em nuvem
HAPP, P. N.; COSTA, G. A. O. P.; FEITOSA, R. Q. Uma comparação entre MapReduce e Tez para segmentação de imagens em ambientes de computação em nuvem In: XVIII Simpósio Brasileiro de Sensoriamento Remoto, 2017, Santos. Anais do XVIII Simpósio Brasileiro de Sensoriamento Remoto. São Jose dos Campos: INPE, 2017. p.7938 – 7945
Spatio-temporal Conditional Random Fields for recognition of sub-tropical crop types from multi-temporal images
ACHANCCARAY DIAZ, PEDRO; FEITOSA, R. Q.; ROTTENSTEINER, F.; SANCHES, I. D. A.; HEIPKE, CHRISTIAN. Spatio-temporal Conditional Random Fields for recognition of sub-tropical crop types from multi-temporal images In: XVIII Simpósio Brasileiro de Sensoriamento Remoto, 2017, Santos. Anais do XVIII Simpósio Brasileiro de Sensoriamento Remoto. São José dos Campos: INPE, 2017. p.2539 – 2546
Spatial-temporal conditional random field based model for crop recognition in tropical regions
DIAZ, P. M. A.; FEITOSA, R. Q.; ROTTENSTEINER, F.; SANCHES, I. D. A.; HEIPKE, C. Spatial-temporal conditional random field based model for crop recognition in tropical regions In: 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017, Fort Worth. IGARSS 2017 Proceedings. IEEE, 2017. p.3007 – 3010
Exploiting Different Types of Parallelism in Distributed Analysis of Remote Sensing Data
COSTA, GILSON A. O. P.; BENTES, CRISTIANA; FERREIRA, RODRIGO S.; FEITOSA, RAUL Q.; OLIVEIRA, DARIO A. B. Exploiting Different Types of Parallelism in Distributed Analysis of Remote Sensing Data. IEEE Geoscience and Remote Sensing Letters. , v.14, p.1 – 5, 2017.
A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data
FERREIRA, RODRIGO DA SILVA; BENTES, CRISTIANA ; DA COSTA, GILSON ALEXANDRE OSTWALD PEDRO; OLIVEIRA, DÁRIO AUGUSTO BORGES; HAPP, PATRICK NIGRI; FEITOSA, RAUL QUEIROZ ; GAMBA, PAOLO. A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v. 10, Issue: 2, p. 681 – 690, 2017.
A fuzzy inference system for multispectral image classification
VEGA, PEDRO J. SOTO ; QUIRITA, VICTOR A. AYMA ; ACHANCCARAY, PEDRO M. ; TANSCHEIT, RICARDO ; VELLASCO, MARLEY . A fuzzy inference system for multispectral image classification. In: 2016 IEEE ANDESCON, 2016, Arequipa. 2016 IEEE ANDESCON, 2016. p. 1.
A New Cloud Computing Architecture for the Classification of Remote Sensing Data
QUIRITA, VICTOR ANDRES AYMA ; DA COSTA, GILSON ALEXANDRE OSTWALD PEDRO ; HAPP, PATRICK NIGRI ; FEITOSA, RAUL QUEIROZ ; FERREIRA, RODRIGO DA SILVA ; OLIVEIRA, DARIO AUGUSTO BORGES ; PLAZA, ANTONIO . A New Cloud Computing Architecture for the Classification of Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v. 10, Issue: 2, p. 409-416, 2017.
InterSeg: A Distributed Image Segmentation Tool
Happ, P. N.; Ferreira, R. S.; Costa, G. A. O. P.; Feitosa, R. Q.; Bentes, C.; Farias, R.; Achanccaray, P. M. . InterSeg: A Distributed Image Segmentation Tool. In: GEOBIA 2016: Solutions and Synergies, 2016, Enschede. GEOBIA 2016: Solutions and Synergies. Enschede: University of Twente Faculty of Geo-Information and Earth Observation, 2016.
An Object-Based Knowledge Model for a Distributed Image Interpretation Platform
Costa, G. A. O. P. ; HOFMANN, P. ; HAPP, P. N. ; Feitosa, R. Q. . An Object-Based Knowledge Model for a Distributed Image Interpretation Platform. In: GEOBIA 2016: Solutions and Synergies, 2016, Enschede. GEOBIA 2016: Solutions and Synergies. Enschede: University of Twente Faculty of Geo-Information and Earth Observation, 2016.
An Object-Based Image Interpretation Application on Cloud Computing Infrastructure
Antunes, R. R.; Happ, P. N.; Bias, E. S.; Brites, R. S.; Costa, G. A. O. P.; Feitosa, R. Q. An Object-Based Image Interpretation Application on Cloud Computing Infrastructure. In: GEOBIA 2016: Solutions and Synergies, 2016, Enschede. GEOBIA 2016: Solutions and Synergies. Enschede: University of Twente Faculty of Geo-Information and Earth Observation, 2016.
A Cloud Computing Strategy for Region-Growing Segmentation
HAPP, PATRICK NIGRI; DA COSTA, GILSON ALEXANDRE OSTWALD PEDRO ; BENTES, CRISTIANA ; FEITOSA, RAUL QUEIROZ ; FERREIRA, RODRIGO DA SILVA ; FARIAS, RICARDO . A Cloud Computing Strategy for Region-Growing Segmentation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v. 9, Issue: 12, p. 5294 - 5303, 2016.
Single Sample Face Recognition from Video via Stacked Supervised Auto-encoders
VEGA, P. J. S.; FEITOSA, R. Q.; QUIRITA, V. H. A.; HAPP, P. N. Single Sample Face Recognition from Video via Stacked Supervised Auto-encoder. In: CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, 29. (SIBGRAPI), 2016, São José dos Campos. Proceedings… Los Alamitos: IEEE Computer Society´s Conference Publishing Services, 2016. On-line.
A method to estimate temporal interaction in a conditional random field based approach for crop recognition
Diaz, P. M. A., Feitosa, R. Q., Sanches, I. D., and Costa, G. A. O. P.: A method to estimate temporal interaction in a conditional random field based approach for crop recognition, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 205-211, doi:10.5194/isprs-archives-XLI-B7-205-2016, 2016
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation
Ayma Quirita, V. A.; Achanccaray Diaz, P.; Feitosa, R. Q.; Happ, P. N.; Costa, G. A. O. P.; Klinger, T.; Heipke, C.: Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation. In: IEEE Geoscience and Remote Sensing Letters, vol. 13, Issue: 9, p. 1364-1368, 2016.
Special Issue on Applied Earth Observation and Remote Sensing in Latin America
VILLALON TURRUBIATES, IVAN ESTEBAN; SCAVUZZO, CARLOS MARCELO; FEITOSA, RAUL QUEIROZ; FRERY, ALEJANDRO C.; LOPEZ-MARTINEZ, CARLOS. Special Issue on Applied Earth Observation and Remote Sensing in Latin America. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. , v.9, p.5287 – 5293, 2016.