Towards efficient satellite image time series analysis: Combination of dynamic time warping and quasi-flat zones

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2012, Pages 4387-4390

  Weber, Jonathan ^a   Petitjean, Francois ^b   Gancarski, Pierre ^b  

^a UNIVERSITÉ DE LORRAINE   (France)

^b UNIVERSITÉ DE STRASBOURG   (France)

Author keywords

Crops; Image classification; Image segmentation; Remote Sensing; Time series analysis

Indexed keywords

DISTORTION POWER; DYNAMIC TIME WARPING; EARTH'S SURFACE; GLOBAL COVERAGE; MEMORY CONSUMPTION; PRE-PROCESSING METHOD; SATELLITE IMAGES; SPATIO-TEMPORAL SEGMENTATION; VIDEO ANALYSIS;

CROPS; GEOLOGY; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; REMOTE SENSING;

TIME SERIES ANALYSIS;

EID: 84873105828     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2012.6350401     Document Type: Conference Paper

References (11)

1. G. Bell, T. Hey, and A. Szalay, "Beyond the data deluge," Science, vol. 323, no. 5919, pp. 1297-1298, 2009.
2. F. Petitjean, J. Inglada, and P. Gançarski, "Satellite Image Time Series Analysis under Time Warping," IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 8, Aug. 2012.
3. - "Temporal Domain Adaptation under Time Warping," in IEEE International Geoscience and Remote Sensing Symposium, 2011, pp. 3578-3581.
4. F. Petitjean, A. Ketterlin, and P. Gançarski, "A global averaging method for Dynamic Time Warping, with applications to clustering," Pattern Recognition, vol. 44, no. 3, pp. 678-693, Mar. 2011.
5. J. Weber, S. Lefevre, and P. Gançarski, "Spatiotemporal quasi-flat zones for morphological video segmentation," in 10th International Symposium on Mathematical Morphology, ser. Lecture Notes in Computer Science, vol. 6671. Springer, Jul. 2011, pp. 178-189.
6. P. Soille, "Constrained connectivity for hierarchical image partitioning and simplification," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 7, pp. 1132-1145, Jul. 2008.
7. H. Sakoe and S. Chiba, "A dynamic programming approach to continuous speech recognition," in Proceedings of the Seventh International Congress on Acoustics, vol. 3, 1971, pp. 65-69.
8. F. Petitjean, J. Inglada, and P. Gançarski, "Clustering of Satellite Image Time Series under Time Warping," in IEEE International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, 2011, pp. 69-72.
9. S. Idbraim, D. Ducrot, D. Mammass, and D. Aboutajdine, "An unsupervised classification using a novel ICM method with constraints for land cover mapping from remote sensing imagery," International Review on Computers and Software, vol. 4, no. 2, pp. 165-176, March 2009.
10. O. Hagolle, M. Huc, D. V. Pascual, and G. Dedieu, "A multi-temporal method for cloud detection, applied to FORMOSAT-2, VENμS, LANDSAT and SENTINEL-2 images," Remote Sensing of Environment, vol. 114, no. 8, pp. 1747-1755, 2010.
11. J. Weber, S. Lefèvre, and P. Gançarski, "Interactive video segmentation based on quasi-flat zones," in International Symposium on Image and Signal Processing and Analysis, Sep. 2011, pp. 265-270.