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.
Publications
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.
Segmentation as postprocessing for hyperspectral image classification
JIMENEZ, LUIS IGNACIO ; PLAZA, ANTONIO ; AYMA, VICTOR ANDRES ; ACHANCCARAY, PEDRO ; COSTA, GILSON A.O.P. ; QUEIROZ FEITOSA, RAUL . Segmentation as postprocessing for hyperspectral image classification. In: IEEE EUROCON 2015 International Conference on Computer as a Tool (EUROCON), 2015, Salamanca. IEEE EUROCON 2015 – International Conference on Computer as a Tool (EUROCON), 2015. p. 1.
MultiSeg: A hierarchical segmentation algorithm for radar and optical data
COSTA, G. A. O. P., DUTRA, L. V., UBA, D., SOARES, M., FEITOSA, R. Q., ROSA, R., MultiSeg: A hierarchical segmentation algorithm for radar and optical data In: 27th International Cartographic Conference, 2015, Rio de Janeiro, Proceedings ICC 2015, 2015.
Automatic clouds/shadows extraction method from CBERS-2 CCD and LANDSAT data
HARB, M., DE VECCHI, D., GAMBA, P., DELL’ACQUA, F., FEITOSA, R.Q., Automatic clouds/shadows extraction method from CBERS-2 CCD and LANDSAT data In: IGARSS 2015 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE, 2015. p.4594 – 4597.
Automatic tracking of vessel-like structures from a single starting point
OLIVEIRA, D. A. B., TAIXÉ, L.L., FEITOSA, R.Q., ROSENHAHN, B., Automatic tracking of vessel-like structures from a single starting point, Computerized Medical Imaging and Graphics, v.47, p.1 – 15, 2015.
Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery
HOBERG, T., ROTTENSTEINER, F., FEITOSA, R.Q., HEIPKE, C., Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery, IEEE Transactions on Geoscience and Remote Sensing, V. 53(2), February 2015, p. 659-673.
Towards distributed region growing image segmentation based on MapReduce
HAPP, P. N.; Ferreira, R. S. ; Costa, G. A. O. P. ; Feitosa, R. Q. ; Bentes, C. ; Gamba, P. Towards distributed region growing image segmentation based on MapReduce. In: IGARSS 2015 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015, Milan. 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). p. 4352-4355.
ON THE ARCHITECTURE OF A BIG DATA CLASSIFICATION TOOL BASED ON A MAP REDUCE APPROACH FOR HYPERSPECTRAL IMAGE ANALYSIS
V.A. Ayma, R.S. Ferreira, P.N. Happ, D.A.B. Oliveira, G.A.O.P. Costa, R.Q. Feitosa, A. Plaza and P. Gamba. On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. In: International Geoscience and Remote Sensing Symposium 2015 – IGARSS 2015, 2015, Milan. International Geoscience and Remote Sensing Symposium 2015 – IGARSS 2015, 2015. p. 1508-1511.
SEGMENTATION AS POSTPROCESSING FOR HYPERSPECTRAL IMAGE CLASSIFICATION
JIMENEZ, L. I. ; Ayma, V. H. ; ACHANCCARAY, P. ; COSTA, G. A. O. P. ; FEITOSA, R. Q. ; PLAZA, A. J. Segmentations as posprocessing for hyperspectral image classification. In: International Geoscience and Remote Sensing Symposium 2015 – IGARSS 2015, 2015, Milan. International Geoscience and Remote Sensing Symposium 2015 – IGARSS 2015, 2015. p. 3723-3726.
SPT 3.1: A FREE SOFTWARE FOR AUTOMATIC TUNING OF SEGMENTATION PARAMETERS IN OPTICAL, HYPERSPECTRAL AND SAR IMAGES
ACHANCCARAY, P. ; AYMA, V. A. ; JIMENEZ, L. I. ; BERNABE, S. G. ; HAPP, P. N. ; FEITOSA, R. Q. ; COSTA, G. A. O. P. ; PLAZA, A. J. SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. In: IEEE International Geoscience and Remote Sensing Symposium – IGARSS 2015, 2015, Milan. IEEE International Geoscience and Remote Sensing Symposium – IGARSS 2015, 2015. p. 4332-4335.
Human Computer Interface based on Hand Tracking
P. Achanccaray, L. Rojas, C. Muñoz. “Human Computer Interface based on Hand Tracking”.Proceedings of the International Symposium On Multibody Systems and Mechatronics Musme 2011, 293-304, Valencia, Spain, October 25-28, 2011.