Lori M. Bruce

Publication Activity (10 Years)

Years Active: 1999-2016
Publications (10 Years): 1

Top Topics

Hyperspectral Image Classification

Support Vector Machine

Polarimetric Sar

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan, Lori M. Bruce
Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees. IGARSS (2016)
Minshan Cui, Saurabh Prasad, Wei Li, Lori M. Bruce
Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Matthew A. Lee, Yanbo Huang, Haibo Yao, Lori M. Bruce
Determining optimal storage of field sampled cotton leaves for hyperspectral analysis. WHISPERS (2013)
Sathishkumar Samiappan, Lori M. Bruce, Haibo Yao, Zuzana Hruska, Robert L. Brown, Deepak Bhatnagar, Thomas E. Cleveland
Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels. WHISPERS (2013)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
Non-Uniform Random Feature Selection and Kernel Density Scoring With SVM Based Ensemble Classification for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-3) (2013)
Minshan Cui, Saurabh Prasad, Majid Mahrooghy, James V. Aanstoos, Matthew A. Lee, Lori M. Bruce
Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (3) (2012)
Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha
Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS (2012)
Saurabh Prasad, Wei Li, James E. Fowler, Lori M. Bruce
Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 50 (9) (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS (2011)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. IGARSS (2011)
Laura T. Germine, Lúcia Garrido, Lori M. Bruce, Christine Hooker
Social anhedonia is associated with neural abnormalities during face emotion processing. NeuroImage 58 (3) (2011)
Minshan Cui, Saurabh Prasad, Majid Mahrooghy, Lori M. Bruce, James V. Aanstoos
Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis. IGARSS (2011)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS (2011)
Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. WHISPERS (2011)
Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan
Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS (2010)
Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce
Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS (2010)
Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds, Trent Irby
Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing. IGARSS (4) (2009)
Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds
Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition. IGARSS (3) (2009)
Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce
Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification. WHISPERS (2009)
Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri
Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. IGARSS (4) (2009)
Saurabh Prasad, Lori M. Bruce
Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. IGARSS (5) (2008)
Saurabh Prasad, Lori M. Bruce
Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. IEEE Trans. Geosci. Remote. Sens. 46 (5) (2008)
Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri
A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. IGARSS (2) (2008)
Terrance West, Saurabh Prasad, Lori M. Bruce
Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. IGARSS (2) (2008)
Saurabh Prasad, Lori M. Bruce
Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. IGARSS (2) (2008)
John E. Ball, Lori M. Bruce, Nicolas H. Younan
Hyperspectral Pixel Unmixing via Spectral Band Selection and DC-Insensitive Singular Value Decomposition. IEEE Geosci. Remote. Sens. Lett. 4 (3) (2007)
John E. Ball, Lori M. Bruce
Level Set Hyperspectral Segmentation: Near-Optimal Speed Functions using Best Band Analysis and Scaled Spectral Angle Mapper. IGARSS (2006)
Abhinav Mathur, Lori M. Bruce, D. W. Johnson, Wilfredo Robles, John Madsen
Automated Stepwise Selection of Hyperspectral Hypertemporal Features for Target Detection. IGARSS (2006)
Wesley Johnson, Lori M. Bruce
Spectral and spatial resolution effects on remotely sensed data used to detect invasive species. IGARSS (2005)
John E. Ball, Lori M. Bruce, Nicolas H. Younan
Adaptive hyperspectral pixel unmixing using best bands analysis and dc insensitive singular value decomposition. IGARSS (2005)
Shilpa Venkataraman, Lori M. Bruce, Anil M. Cheriyadat, Abhinav Mathur
Hyperspectral dimensionality reduction via localized discriminant bases. IGARSS (2005)
John E. Ball, Lori M. Bruce
Level set segmentation of remotely sensed hyperspectral images. IGARSS (2005)
Vijay P. Shah, Nicolas H. Younan, Lori M. Bruce
Optimal Filtering for Texture Classification: A Comparative Study. CISST (2004)
Abhinav Mathur, Lori M. Bruce, Anil M. Cheriyadat, Huang-de Hennessy Lin
Hyperspec - analysis of handheld spectroradiometer data. IGARSS (2003)
Huang-de Lin, Lori M. Bruce
Parametric projection pursuit for dimensionality reduction of hyperspectral data. IGARSS (2003)
Hrishikesh Tamhankar, Lori M. Bruce, Nicolas H. Younan
Watermarking of hyperspectral data. IGARSS (2003)
Anil M. Cheriyadat, Lori M. Bruce
Why principal component analysis is not an appropriate feature extraction method for hyperspectral data. IGARSS (2003)
Lori M. Bruce, Nicolas H. Younan, Roger L. King, Anil M. Cheriyadat
Spectral reduction image processing techniques. IGARSS (2003)
Lori M. Bruce, Reza R. Adhami
Classifying Mammographic Lesion Shapes Using Multiresolution Analysis. IEEE Trans. Medical Imaging 18 (12) (1999)