Attention Guided Semisupervised Generative Transfer Learning for Hyperspectral Image Analysis - Anan Yaghmour; Saurabh Prasad; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery - Wei Liu; Saurabh Prasad; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2024)

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery - Wei Liu; Saurabh Prasad; Melba M. Crawford (CoRR, 2024)

Foreword - Jón Atli Benediktsson; Melba M. Crawford; John P. Kerekes; Jie Shan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai - Anan Yaghmour; Saurabh Prasad; Melba M. Crawford (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023, 2023)

CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification - Wei Li; Saurabh Prasad; Melba M. Crawford (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023, 2023)

Hyperspectral Indices for Predicting Nitrogen Use Efficiency in Maize Hybrids - Monica B. Olson; Melba M. Crawford; Tony J. Vyn (Remote. Sens., 2022)

Predicting Nitrogen Efficiencies in Mature Maize with Parametric Models Employing In-Season Hyperspectral Imaging - Monica B. Olson; Melba M. Crawford; Tony J. Vyn (Remote. Sens., 2022)

YOLOv5-Tassel: Detecting Tassels in RGB UAV Imagery With Improved YOLOv5 Based on Transfer Learning - Wei Liu; Karoll Quijano; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Curvature Filters-Based Multiscale Feature Extraction for Hyperspectral Image Classification - Qiaobo Hao; Bin Sun; Shutao Li; Melba M. Crawford; Xudong Kang (IEEE Trans. Geosci. Remote. Sens., 2022)

Strong sensitivity of watershed-scale, ecohydrologic model predictions to soil moisture - Garett Pignotti; Hendrik Rathjens; Indrajeet Chaubey; Mark Williams; Melba M. Crawford (Environ. Model. Softw., 2021)

New Orthophoto Generation Strategies from UAV and Ground Remote Sensing Platforms for High-Throughput Phenotyping - Yi-Chun Lin; Tian Zhou; Taojun Wang; Melba M. Crawford; Ayman Habib (Remote. Sens., 2021)

Advancing Tassel Detection and Counting: Annotation and Algorithms - Azam Karami; Karoll Quijano; Melba M. Crawford (Remote. Sens., 2021)

Field-Based Plot Extraction Using UAV RGB Images - Changye Yang; Sriram Baireddy; Enyu Cai; Melba M. Crawford; Edward J. Delp (IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021, Montreal, QC, Canada, October 11-17, 2021, 2021)

Multi-Year Sorghum Biomass Prediction with UAV-Based Remote Sensing Data - Taojun Wang; Melba M. Crawford (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021, 2021)

Panicle Counting in UAV Images for Estimating Flowering Time in Sorghum - Enyu Cai; Sriram Baireddy; Changye Yang; Edward J. Delp; Melba M. Crawford (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021, 2021)

Field-Based Plot Extraction Using UAV RGB Images - Changye Yang; Sriram Baireddy; Enyu Cai; Melba M. Crawford; Edward J. Delp (CoRR, 2021)

Multi-Temporal Predictive Modelling of Sorghum Biomass Using UAV-Based Hyperspectral and LiDAR Data - Ali Masjedi; Melba M. Crawford; Neal R. Carpenter; Mitchell R. Tuinstra (Remote. Sens., 2020)

Automatic Plant Counting and Location Based on a Few-Shot Learning Technique - Azam Karami; Melba M. Crawford; Edward J. Delp (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

An Adaptive Multiview Active Learning Approach for Spectral-Spatial Classification of Hyperspectral Images - Zhou Zhang; Edoardo Pasolli; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2020)

Deep Transfer Learning For Plant Center Localization - Enyu Cai; Sriram Baireddy; Changye Yang; Melba M. Crawford; Edward J. Delp (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020, 2020)

A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting - Azam Karami; Melba M. Crawford; Edward J. Delp (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020, 2020)

PREDICTION OF SORGHUM BIOMASS USING TIME SERIES UAV-BASED HYPERSPECTRAL AND LIDAR DATA - Ali Masjedi; Melba M. Crawford (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020, 2020)

Deep Transfer Learning For Plant Center Localization - Enyu Cai; Sriram Baireddy; Changye Yang; Melba M. Crawford; Edward J. Delp (CoRR, 2020)

Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images - Li Ma; Melba M. Crawford; Lei Zhu; Yong Liu (IEEE Trans. Geosci. Remote. Sens., 2019)

An Out-of-Sample Extension to Manifold Learning via Meta-Modeling - Gülsen Taskin Kaya; Melba M. Crawford (IEEE Trans. Image Process., 2019)

Prediction of Sorghum Biomass Using Uav Time Series Data and Recurrent Neural Networks - Ali Masjedi; Neal R. Carpenter; Melba M. Crawford; Mitchell R. Tuinstra (IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images - Jieqiong Zhao; Morteza Karimzadeh; Ali Masjedi; Taojun Wang; Xiwen Zhang; Melba M. Crawford; David S. Ebert (30th IEEE Visualization Conference, IEEE VIS 2019 - Short Papers, Vancouver, BC, Canada, October 20-25, 2019, 2019)

FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images - Jieqiong Zhao; Morteza Karimzadeh; Ali Masjedi; Taojun Wang; Xiwen Zhang; Melba M. Crawford; David S. Ebert (CoRR, 2019)

Boresight Calibration of GNSS/INS-Assisted Push-Broom Hyperspectral Scanners on UAV Platforms - Ayman Habib; Tian Zhou; Ali Masjedi; Zhou Zhang; John Evan Flatt; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Active Manifold Learning for Hyperspectral Image Classification - Zhou Zhang; Gülsen Taskin Kaya; Melba M. Crawford (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Wheel-Based Lidar Data for Plant Height and Canopy Cover Evaluation to Aid Biomass Prediction - Radhika Ravi; Yun-Jou Lin; Tamer Shamseldin; Magdy Elbahnasawy; Ali Masjedi; Melba M. Crawford; Ayman Habib (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Multi-Sensor Integration Onboard a UAV-Based Mobile Mapping System for Agricultural Management - Magdy Elbahnasawy; Tamer Shamseldin; Radhika Ravi; Tian Zhou; Yun-Jou Lin; Ali Masjedi; John Evan Flatt; Melba M. Crawford; Ayman Habib (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Sorghum Biomass Prediction Using Uav-Based Remote Sensing Data and Crop Model Simulation - Ali Masjedi; Jieqiong Zhao; Addie M. Thompson; Kai-Wei Yang; John E. Flatt; Melba M. Crawford; David S. Ebert; Mitchell R. Tuinstra; Graeme L. Hammer; Scott C. Chapman (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Implementation of UAV-Based Lidar for High Throughput Phenotyping - Radhika Ravi; Yun-Jou Lin; Tamer Shamseldin; Magdy Elbahnasawy; Melba M. Crawford; Ayman Habib (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras - Ayman Habib; Weifeng Xiong; Fangning He; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Guest Editorial Computational Imaging for Earth Sciences - Shuchin Aeron; Eric L. Miller; Melba M. Crawford; Alison Malcom; Andreas Reigber; Jocelyn Chanussot (IEEE Trans. Computational Imaging, 2017)

A Batch-Mode Regularized Multimetric Active Learning Framework for Classification of Hyperspectral Images - Zhou Zhang; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2017)

Extending out-of-sample manifold learning via meta-modelling techniques - Gülsen Taskin Kaya; Melba M. Crawford (2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017, 2017)

Prediction of sorghum biomass based on image based features derived from time series of UAV images - Zhou Zhang; Ali Masjedi; Jieqiong Zhao; Melba M. Crawford (2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017, 2017)

Multimetric Active Learning for Classification of Remote Sensing Data - Zhou Zhang; Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE Geosci. Remote. Sens. Lett., 2016)

Automated Ortho-Rectification of UAV-Based Hyperspectral Data over an Agricultural Field Using Frame RGB Imagery - Ayman Habib; Youkyung Han; Weifeng Xiong; Fangning He; Zhou Zhang; Melba M. Crawford (Remote. Sens., 2016)

Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification - Hsiuhan Lexie Yang; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation - Zhou Zhang; Edoardo Pasolli; Melba M. Crawford; James C. Tilton (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification - Hsiuhan Lexie Yang; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2016)

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images - Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2016)

Semi-supervised multi-metric active learning for classification of hyperspectral images - Zhou Zhang; Melba M. Crawford (2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, Beijing, China, July 10-15, 2016, 2016)

A regularized multi-metric active learning framework for hyperspectral image classification - Zhou Zhang; Melba M. Crawford (8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2016, Los Angeles, CA, USA, August 21-24, 2016, 2016)

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data - Yuhang Zhang; Hsiuhan Lexie Yang; Saurabh Prasad; Edoardo Pasolli; Jinha Jung; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Local-Manifold-Learning-Based Graph Construction for Semisupervised Hyperspectral Image Classification - Li Ma; Melba M. Crawford; Xiaoquan Yang; Yan Guo (IEEE Trans. Geosci. Remote. Sens., 2015)

An ensemble active learning approach for spectral-spatial classification of hyperspectral images - Zhou Zhang; Melba M. Crawford (2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italy, July 26-31, 2015, 2015)

Active Landmark Sampling for Manifold Learning Based Spectral Unmixing - Junhwa Chi; Melba M. Crawford (IEEE Geosci. Remote. Sens. Lett., 2014)

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning - Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford; Okan K. Ersoy (IEEE Signal Process. Mag., 2014)

A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation - Jinha Jung; Edoardo Pasolli; Saurabh Prasad; James C. Tilton; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Spectral Unmixing-Based Crop Residue Estimation Using Hyperspectral Remote Sensing Data: A Case Study at Purdue University - Junhwa Chi; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Wavelet domain active learning for robust classification of full-waveform LiDAR data - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (2014 IEEE Geoscience and Remote Sensing Symposium, IGARSS 2014, Quebec City, QC, Canada, July 13-18, 2014, 2014)

Combining active and metric learning for hyperspectral image classification - Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014, Lausanne, Switzerland, June 24-27, 2014, 2014)

Spatial context driven manifold learning for hyperspectral image classification - Yuhang Zhang; Hsiuhan Lexie Yang; Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford (6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014, Lausanne, Switzerland, June 24-27, 2014, 2014)

Wavelet domain multi-view active learning for hyperspectral image analysis - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014, Lausanne, Switzerland, June 24-27, 2014, 2014)

Selection of Landmark Points on Nonlinear Manifolds for Spectral Unmixing Using Local Homogeneity - Junhwa Chi; Melba M. Crawford (IEEE Geosci. Remote. Sens. Lett., 2013)

Active Learning: Any Value for Classification of Remotely Sensed Data? - Melba M. Crawford; Devis Tuia; Hsiuhan Lexie Yang (Proc. IEEE, 2013)

Feature Mining for Hyperspectral Image Classification - Xiuping Jia; Bor-Chen Kuo; Melba M. Crawford (Proc. IEEE, 2013)

Crop Residue Modeling and Mapping Using Landsat, ALI, Hyperion and Airborne Remote Sensing Data - Magda S. Galloza; Melba M. Crawford; Gary Heathman (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification - Hsiuhan Lexie Yang; Melba M. Crawford (2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013, 2013)

Multiple kernel active learning for robust geo-spatial image analysis - Hsiuhan Lexie Yang; Yuhang Zhang; Saurabh Prasad; Melba M. Crawford (2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013, 2013)

Application of remote sensing observations as APEX model input for estimating soil erosion - Magda S. Galloza; Bernard A. Engel; Melba M. Crawford; Gary Heathman; Jimmy R. Williams (2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013, 2013)

Extraction of Features From LIDAR Waveform Data for Characterizing Forest Structure - Jinha Jung; Melba M. Crawford (IEEE Geosci. Remote. Sens. Lett., 2012)

View Generation for Multiview Maximum Disagreement Based Active Learning for Hyperspectral Image Classification - Wei Di; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2012)

Landmark selection using homogeneity on nonlinear manifolds for unmixing hyperspectral data - Junhwa Chi; Melba M. Crawford (2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012, 2012)

Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds - Hsiuhan Lexie Yang; Melba M. Crawford (2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012, 2012)

Active Learning via Multi-View and Local Proximity Co-Regularization for Hyperspectral Image Classification - Wei Di; Melba M. Crawford (IEEE J. Sel. Top. Signal Process., 2011)

Exploiting multisensor spectral data to improve crop residue cover estimates for management of agricultural water quality - Magda S. Galloza; Melba M. Crawford (2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011, 2011)

Critical class oriented active learning for hyperspectral image classification - Wei Di; Melba M. Crawford (2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011, 2011)

Manifold alignment for multitemporal hyperspectral image classification - Hsiuhan Lexie Yang; Melba M. Crawford (2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011, 2011)

Planery speaker: Nonlinear manifolds for feature extraction: Opportunities and challenge - Melba M. Crawford; A. Alexander Held; James Burger (3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2011, Lisbon, Portugal, June 6-9, 2011, 2011)

Manifold alignment for classification of multitemporal hyperspectral data - Hsiuhan Lexie Yang; Melba M. Crawford (3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2011, Lisbon, Portugal, June 6-9, 2011, 2011)

Foreword to the Special Issue on Hyperspectral Image and Signal Processing - Jocelyn Chanussot; Melba M. Crawford; Bor-Chen Kuo (IEEE Trans. Geosci. Remote. Sens., 2010)

Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification - Li Ma; Melba M. Crawford; Jinwen Tian (IEEE Trans. Geosci. Remote. Sens., 2010)

Adaptive Classification for Hyperspectral Image Data Using Manifold Regularization Kernel Machines - Wonkook Kim; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2010)

Anomaly detection for hyperspectral images using local tangent space alignment - Li Ma; Melba M. Crawford; Jinwen Tian (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings, 2010)

Multi-view adaptive disagreement based active learning for hyperspectral image classification - Wei Di; Melba M. Crawford (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings, 2010)

Locally consistent graph regularization based active learning for hyperspectral image classification - Wei Di; Melba M. Crawford (2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, Iceland, 14-16, June, 2010, 2010)

Robust Estimation of Crop Residue Cover via Ulti/Hyperspectral Sensing - James Monty; Melba M. Crawford; Craig S. T. Daughtry (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2009, July 12-17, 2009, University of Cape Town, Cape Town, South Africa, Proceedings, 2009)

Manifold Learning for Multi-classifier Systems via Ensembles - Melba M. Crawford; Wonkook Kim (Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings, 2009)

A novel adaptive classification method for hyperspectral data using manifold regularization kernel machines - Wonkook Kim; Melba M. Crawford (First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2009, Grenoble, France, August 26-28, 2009, 2009)

An Active Learning Approach to Hyperspectral Data Classification - Suju Rajan; Joydeep Ghosh; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2008)

Spatially Adapted Manifold Learning for Classification of Hyperspectral Imagery with Insufficient Labeled Data - Wonkook Kim; Melba M. Crawford; Joydeep Ghosh (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings, 2008)

Assessing Crop Residue Cover Using Hyperion Data - James Monty; Craig S. T. Daughtry; Melba M. Crawford (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings, 2008)

A Two-Stage Approach for Decomposition of ICESat Waveforms - Jinha Jung; Melba M. Crawford (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings, 2008)

Introduction for the Special Issue on Remote Sensing for Major Disaster Prevention, Monitoring, and Assessment - Kun-Shan Chen; Melba M. Crawford; Paolo Gamba; James S. Smith (IEEE Trans. Geosci. Remote. Sens., 2007)

Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007, 2007)

Multiresolution manifold learning for classification of hyperspectral data - Wonkook Kim; Yangchi Chen; Melba M. Crawford; James C. Tilton; Joydeep Ghosh (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2007, July 23-28, 2007, Barcelona, Spain, Proceedings, 2007)

Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data - Suju Rajan; Joydeep Ghosh; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2006)

An Active Learning Approach to Knowledge Transfer for Hyperspectral Data Analysis - Suju Raj; Joydeep Ghosh; Melba M. Crawford (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings, 2006)

Improved Nonlinear Manifold Learning for Land Cover Classification via Intelligent Landmark Selection - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings, 2006)

Foreword to the Special Issue on Advances in Techniques for Analysis of Remotely Sensed Data - John A. Richards; Melba M. Crawford; John P. Kerkes; Sebastiano B. Serpico; James C. Tilton (IEEE Trans. Geosci. Remote. Sens., 2005)

Investigation of the random forest framework for classification of hyperspectral data - Jisoo Ham; Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IEEE Trans. Geosci. Remote. Sens., 2005)

Unsupervised multistage image classification using hierarchical clustering with a bayesian similarity measure - Sanghoon Lee; Melba M. Crawford (IEEE Trans. Image Process., 2005)

Development of laser waveform digitization for airborne LIDAR topographic mapping instrumentation - Roberto Gutierrez; Amy Neuenschwander; Melba M. Crawford (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2005, July 25-29, 2005, Seoul, Korea, Proceedings, 2005)

Applying nonlinear manifold learning to hyperspectral data for land cover classification - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2005, July 25-29, 2005, Seoul, Korea, Proceedings, 2005)

Adaptive Feature Spaces For Land Cover Classification With Limited Ground Truth Data - Joseph T. Morgan; Jisoo Ham; Melba M. Crawford; Alex Henneguelle; Joydeep Ghosh (Int. J. Pattern Recognit. Artif. Intell., 2004)

Foreword to the Special Issue on Landsat Sensor Performance Characterization - Brian L. Markham; James C. Storey; Melba M. Crawford; David G. Goodenough; James R. Irons (IEEE Trans. Geosci. Remote. Sens., 2004)

Hierarchical clustering approach for unsupervised image classification of hyperspectral data - Sanghoon Lee; Melba M. Crawford (2004 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2004, Anchorage, Alaska, USA, 20-24 September 2004, 2004)

Integrating support vector machines in a hierarchical output space decomposition framework - Yangchi Chen; Melba M. Crawford; Joydeep Ghosh (2004 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2004, Anchorage, Alaska, USA, 20-24 September 2004, 2004)

Model based simulation of multispectral images based on remotely sensed data - Myunghee Jung; Melba M. Crawford (Simul. Model. Pract. Theory, 2003)

Foreword to the earth observing 1 special issue - Jay S. Pearlman; Melba M. Crawford; David L. B. Jupp; Stephen G. Ungar (IEEE Trans. Geosci. Remote. Sens., 2003)

Adaptive feature selection for hyperspectral data analysis using a binary hierarchical classifier and tabu search - Donna Korycinski; Melba M. Crawford; J. W. Barnes; Joydeep Ghosh (2003 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2003, Toulouse, France, July 21-15, 2003, 2003)

Multitemporal classification of image series with seasonal variability using harmonic components - Sanghoon Lee; Melba M. Crawford (2003 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2003, Toulouse, France, July 21-15, 2003, 2003)

Polyline Feature Extraction for Land Cover Classification using Hyperspectral Data - Alex Henneguelle; Joydeep Ghosh; Melba M. Crawford (Proceedings of the 1st Indian International Conference on Artificial Intelligence, IICAI 2003, Hyderabad, India, December 18-20, 2003, 2003)

Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis - Shailesh Kumar; Joydeep Ghosh; Melba M. Crawford (Pattern Anal. Appl., 2002)

Multiscale fusion of INSAR data for improved topographic mapping - K. Clint Slatton; Melba M. Crawford; Larry Teng (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Classification of LIDAR data using a lower envelope follower and gradient-based operator - Christopher A. Weed; Melba M. Crawford; Amy L. Neuenschwander; Roberto Gutierrez (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Best bases Bayesian hierarchical classifier for hyperspectral data analysis - Joseph T. Morgan; Alex Henneguelle; Melba M. Crawford; Joydeep Ghosh; Amy L. Neuenschwander (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Monitoring of seasonal flooding in the Okavango Delta using EO-1 data - Amy L. Neuenschwander; Melba M. Crawford; Susan Ringrose (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Analysis of EO-1 ALI data to determine local impacts of Hurricane Iris on broadleaf forests in Belize, Central America - William A. White; Melba M. Crawford; Sinan Erozurumlu; Thomas A. Tremblay; Jay A. Raney (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data - Joseph T. Morgan; Alex Henneguelle; Melba M. Crawford; Joydeep Ghosh; Amy Neuenschwander (Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings, 2002)

Sensitivity Analysis of a Spatially-Adaptive Estimator for Data Fusion - K. Clint Slatton; Melba M. Crawford; Brian L. Evans (5th IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2002, Santa Fe, New Mexico, USA, April 7-9, 2002, 2002)

Introduction to the special issue on analysis of hyperspectral image data - David A. Landgrebe; Sebastiano B. Serpico; Melba M. Crawford; Vern Singhroy (IEEE Trans. Geosci. Remote. Sens., 2001)

Best-bases feature extraction algorithms for classification of hyperspectral data - Shailesh Kumar; Joydeep Ghosh; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2001)

Fusing interferometric radar and laser altimeter data to estimate surface topography and vegetation heights - K. Clint Slatton; Melba M. Crawford; Brian L. Evans (IEEE Trans. Geosci. Remote. Sens., 2001)

Unsupervised classification using spatial region growing segmentation and fuzzy training - Sanghoon Lee; Melba M. Crawford (Proceedings of the 2001 International Conference on Image Processing, ICIP 2001, Thessaloniki, Greece, October 7-10, 2001, 2001)

A Hierarchical Multiclassifier System for Hyperspectral Data Analysis - Shailesh Kumar; Joydeep Ghosh; Melba M. Crawford (Multiple Classifier Systems, First International Workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000, Proceedings, 2000)

Improved Accuracy for Interferometric Radar Images Using Polarimetric Radar and Laser Altimetry Data - K. Clint Slatton; Melba M. Crawford; Brian L. Evans (4th IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2000, Austin, TX, USA, April 2-4, 2000, 2000)

Fusion of airborne polarimetric and interferometric SAR for classification of coastal environments - Melba M. Crawford; Shailesh Kumar; M. R. Ricard; James C. Gibeaut; Amy Neuenschwander (IEEE Trans. Geosci. Remote. Sens., 1999)

A versatile framework for labelling imagery with a large number of classes - Shailesh Kumar; Melba M. Crawford; Joydeep Ghosh (International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, 1999)

Unsupervised Multistage Segmentation using Markov Random Field and Maximum Entropy Principle - Sanghoon Lee; Melba M. Crawford (Proceedings 1994 International Conference on Image Processing, Austin, Texas, USA, November 13-16, 1994, 1994)

Anisotropic Diffusion Pyramids for Image Segmentation - Scott T. Acton; Alan C. Bovik; Melba M. Crawford (Proceedings 1994 International Conference on Image Processing, Austin, Texas, USA, November 13-16, 1994, 1994)

Adaptive parametric estimation and classification of remotely sensed imagery using a pyramid structure - Kyungsook Kim; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 1991)

An integrated model of drilling vessel operations - Susan E. Hoffman; Melba M. Crawford; James R. Wilson (Proceedings of the 15th conference on Winter simulation, WSC 1983, Arlington, VA, USA, December 12-14, 1983, 1983)