Binary partition tree as a hyperspectral segmentation tool for tropical rainforests

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2012, Pages 6368-6371

  Tochon, Guillaume ^a   Feret, Jean Baptiste ^a   Martin, Roberta E ^a   Tupayachi, Raul ^a   Chanussot, Jocelyn ^b   Asner, Gregory P ^a  

^a GEOPHYSICAL LABORATORY   (United States)

^b GIPSA LAB   (France)

Author keywords

Binary partition tree; Carnegie airborne observatory; hyperspectral imagery; segmentation; tree crown delineation; tropical forest

Indexed keywords

BINARY PARTITION TREE; DIFFUSION DISTANCE; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL; HYPERSPECTRAL IMAGERY; INDIVIDUAL TREE CROWN; LIDAR DATA; MODEL-BASED OPC; NON-PARAMETRIC; PRUNING STRATEGY; REGION-MERGING; SEGMENTATION QUALITY; SEGMENTATION TOOL; STRUCTURAL INFORMATION; TREE CROWN DELINEATION; TREE PARTITIONING; TROPICAL FOREST; TROPICAL RAIN FOREST; WATERSHED TRANSFORMATIONS;

BINARY TREES; DATA VISUALIZATION; FORESTRY; GEOLOGY; ITERATIVE METHODS; MERGING; OPTICAL RADAR; REMOTE SENSING; SPECTROSCOPY;

IMAGE SEGMENTATION;

BINARY SYSTEMS; DATA PROCESSING; FORESTRY; IMAGE ANALYSIS; ITERATIVE METHODS; OPTICAL ACTIVITY; RADAR; REMOTE SENSING; SPECTROSCOPY; TROPICAL ATMOSPHERES;

EID: 84873153579     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2012.6352716     Document Type: Conference Paper

References (10)

1. M.L. Clark, D.A. Roberts, and D.B. Clark, "Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales," Remote Sensing Of Environment, 2005,: vol.96, pp. 375-398.
2. P. Bunting and R. Lucas, "The delineation of tree crowns in australian mixed species forests using hyperspectral Compact Airborne Spectrographic Imager (CASI) data," Remote Sensing Of Environment, 2006,: vol.101, pp. 230- 248.
3. P. Salembier and L. Garrido, "Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval," IEEE Trans. Image Processing, 2000,: vol.9, pp. 561-576.
4. S. Valero, P. Salembier, and J. Chanussot, "Comparison of merging orders and pruning strategies for binary partition tree in hyperspectral data," in Proc. of ICIP, Honk Kong, 2010.
5. S. Valero, P. Salembier, and J. Chanussot, "New hyperspectral data representation using binary partition tree," in Proc. of IGARSS, 2010.
6. S. Valero, P. Salembier, J. Chanussot, and C. M. Cuadras, "Improved binary partition tree construction for hyperspectral images: application to object detection," in in Proc. of IGARSS, 2011.
7. Y. Tarabalka, J. Chanussot, and J.A. Benediktsson, "Segmentation and classification of hyperspectral images using watershed transformation," Pattern Recognition, vol. 43, pp. 2367-2379, 2010.
8. G.P. Asner, D.E. Knapp, T. Kennedy-Bowdoin, M.O. Jones, R.E. Martin, J. Boardman, et al., "Carnegie Airborne Observatory: in-flight fusion of hyperspectral imaging and waveform light detection and ranging for three-dimensional studies of ecosystems," Journal Of Applied Remote Sensing, vol. 1, pp. 013536-21, 2007.
9. H. Ling and K. Okada, "Diffusion distance for histogram comparison," in IEEE Computer Society Conference On Computer Vision And Pattern Recognition, 2006.
10. G.P. Asner and R.E. Martin, "Canopy phylogenetic, chemical and spectral assembly in a lowland amazonian forest," New Phytologist, vol. 189, pp. 999-1012, 2011.