Melba M. Crawford

Purdue University

	2012
37		Jinha Jung, Melba M. Crawford: Extraction of Features From LIDAR Waveform Data for Characterizing Forest Structure. IEEE Geosci. Remote Sensing Lett. 9(3): 492-496 (2012)
36		Wei Di, Melba M. Crawford: View Generation for Multiview Maximum Disagreement Based Active Learning for Hyperspectral Image Classification. IEEE T. Geoscience and Remote Sensing 50(5-2): 1942-1954 (2012)
	2011
35		Wei Di, Melba M. Crawford: Critical class oriented active learning for hyperspectral image classification. IGARSS 2011: 3899-3902
34		Hsiuhan Lexie Yang, Melba M. Crawford: Manifold alignment for multitemporal hyperspectral image classification. IGARSS 2011: 4332-4335
33		Wei Di, Melba M. Crawford: Active Learning via Multi-View and Local Proximity Co-Regularization for Hyperspectral Image Classification. J. Sel. Topics Signal Processing 5(3): 618-628 (2011)
	2010
32		Wei Di, Melba M. Crawford: Multi-view adaptive disagreement based active learning for hyperspectral image classification. IGARSS 2010: 1374-1377
31		Li Ma, Melba M. Crawford, Jinwen Tian: Anomaly detection for hyperspectral images using local tangent space alignment. IGARSS 2010: 824-827
30		Jocelyn Chanussot, Melba M. Crawford, Bor-Chen Kuo: Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE T. Geoscience and Remote Sensing 48(11): 3871-3876 (2010)
29		Li Ma, Melba M. Crawford, Jinwen Tian: Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification. IEEE T. Geoscience and Remote Sensing 48(11): 4099-4109 (2010)
28		Wonkook Kim, Melba M. Crawford: Adaptive Classification for Hyperspectral Image Data Using Manifold Regularization Kernel Machines. IEEE T. Geoscience and Remote Sensing 48(11): 4110-4121 (2010)
	2009
27		James Monty, Melba M. Crawford, Craig S. T. Daughtry: Robust Estimation of Crop Residue Cover via Ulti/Hyperspectral Sensing. IGARSS (5) 2009: 401-404
26		Melba M. Crawford, Wonkook Kim: Manifold Learning for Multi-classifier Systems via Ensembles. MCS 2009: 519-528
	2008
25		Wonkook Kim, Melba M. Crawford, Joydeep Ghosh: Spatially Adapted Manifold Learning for Classification of Hyperspectral Imagery with Insufficient Labeled Data. IGARSS (1) 2008: 213-216
24		James Monty, Craig S. T. Daughtry, Melba M. Crawford: Assessing Crop Residue Cover Using Hyperion Data. IGARSS (2) 2008: 303-306
23		Jinha Jung, Melba M. Crawford: A Two-Stage Approach for Decomposition of ICESat Waveforms. IGARSS (3) 2008: 680-683
22		Suju Rajan, Joydeep Ghosh, Melba M. Crawford: An Active Learning Approach to Hyperspectral Data Classification. IEEE T. Geoscience and Remote Sensing 46(4): 1231-1242 (2008)
	2007
21		Yangchi Chen, Melba M. Crawford, Joydeep Ghosh: Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. CIDM 2007: 316-322
20		Wonkook Kim, Yangchi Chen, Melba M. Crawford, James C. Tilton, Joydeep Ghosh: Multiresolution manifold learning for classification of hyperspectral data. IGARSS 2007: 3785-3788
19		Kun-Shan Chen, Melba M. Crawford, Paolo Gamba, James S. Smith: Introduction for the Special Issue on Remote Sensing for Major Disaster Prevention, Monitoring, and Assessment. IEEE T. Geoscience and Remote Sensing 45(6-1): 1515-1518 (2007)
	2006
18		S. Raj, Joydeep Ghosh, Melba M. Crawford: An Active Learning Approach to Knowledge Transfer for Hyperspectral Data Analysis. IGARSS 2006: 541-544
17		Yangchi Chen, Melba M. Crawford, Joydeep Ghosh: Improved Nonlinear Manifold Learning for Land Cover Classification via Intelligent Landmark Selection. IGARSS 2006: 545-548
16		Suju Rajan, Joydeep Ghosh, Melba M. Crawford: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. IEEE T. Geoscience and Remote Sensing 44(11-2): 3408-3417 (2006)
	2005
15		John A. Richards, Melba M. Crawford, John P. Kerkes, Sebastiano B. Serpico, James C. Tilton: Foreword to the Special Issue on Advances in Techniques for Analysis of Remotely Sensed Data. IEEE T. Geoscience and Remote Sensing 43(3): 411-413 (2005)
14		Jisoo Ham, Yangchi Chen, Melba M. Crawford, Joydeep Ghosh: Investigation of the random forest framework for classification of hyperspectral data. IEEE T. Geoscience and Remote Sensing 43(3): 492-501 (2005)
13		Sanghoon Lee, Melba M. Crawford: Unsupervised multistage image classification using hierarchical clustering with a bayesian similarity measure. IEEE Transactions on Image Processing 14(3): 312-320 (2005)
	2004
12		Brian L. Markham, James C. Storey, Melba M. Crawford, David Goodenough, James R. Irons: Foreword to the Special Issue on Landsat Sensor Performance Characterization. IEEE T. Geoscience and Remote Sensing 42(12): 2687-2689 (2004)
11		Joseph T. Morgan, Jisoo Ham, Melba M. Crawford, Alex Henneguelle, Joydeep Ghosh: Adaptive Feature Spaces For Land Cover Classification With Limited Ground Truth Data. IJPRAI 18(5): 777-799 (2004)
	2003
10		Alex Henneguelle, Joydeep Ghosh, Melba M. Crawford: Polyline Feature Extraction for Land Cover Classification using Hyperspectral Data. IICAI 2003: 256-269
9		Myunghee Jung, Melba M. Crawford: Model based simulation of multispectral images based on remotely sensed data. Simulation Modelling Practice and Theory 11(2): 151-169 (2003)
	2002
8		Joseph T. Morgan, Alex Henneguelle, Melba M. Crawford, Joydeep Ghosh, Amy Neuenschwander: Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data. Multiple Classifier Systems 2002: 189-200
7		K. Clint Slatton, Melba M. Crawford, Brian L. Evans: Sensitivity Analysis of a Spatially-Adaptive Estimator for Data Fusion. SSIAI 2002: 72-76
6		Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5(2): 210-220 (2002)
	2001
5		Sanghoon Lee, Melba M. Crawford: Unsupervised classification using spatial region growing segmentation and fuzzy training. ICIP (1) 2001: 770-773
	2000
4		Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford: A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000: 270-279
3		K. Clint Slatton, Melba M. Crawford, Brian L. Evans: Improved Accuracy for Interferometric Radar Images Using Polarimetric Radar and Laser Altimetry Data. SSIAI 2000: 156-160
	1994
2		Sanghoon Lee, Melba M. Crawford: Unsupervised Multistage Segmentation using Markov Random Field and Maximum Entropy Principle. ICIP (2) 1994: 192-196
1		Scott T. Acton, Alan C. Bovik, Melba M. Crawford: Anisotropic Diffusion Pyramids for Image Segmentation. ICIP (3) 1994: 478-482

Coauthor Index

1	Scott T. Acton	[1]
2	Alan C. Bovik (Alan Conrad Bovik)	[1]
3	Jocelyn Chanussot	[30]
4	Kun-Shan Chen	[19]
5	Yangchi Chen	[14] [17] [20] [21]
6	Craig S. T. Daughtry	[24] [27]
7	Wei Di	[32] [33] [35] [36]
8	Brian L. Evans	[3] [7]
9	Paolo Gamba	[19]
10	Joydeep Ghosh	[4] [6] [8] [10] [11] [14] [16] [17] [18] [20] [21] [22] [25]
11	David Goodenough	[12]
12	Jisoo Ham	[11] [14]
13	Alex Henneguelle	[8] [10] [11]
14	James R. Irons	[12]
15	Jinha Jung	[23] [37]
16	Myunghee Jung	[9]
17	John P. Kerkes	[15]
18	Wonkook Kim	[20] [25] [26] [28]
19	Shailesh Kumar	[4] [6]
20	Bor-Chen Kuo	[30]
21	Sanghoon Lee	[2] [5] [13]
22	Li Ma	[29] [31]
23	Brian L. Markham	[12]
24	James Monty	[24] [27]
25	Joseph T. Morgan	[8] [11]
26	Amy Neuenschwander	[8]
27	S. Raj	[18]
28	Suju Rajan	[16] [22]
29	John A. Richards	[15]
30	Sebastiano B. Serpico	[15]
31	K. Clint Slatton	[3] [7]
32	James S. Smith	[19]
33	James C. Storey	[12]
34	Jinwen Tian	[29] [31]
35	James C. Tilton	[15] [20]
36	Hsiuhan Lexie Yang	[34]

Colors in the list of coauthors

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