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Lori M. Bruce
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- affiliation: Mississippi State University, USA
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2010 – 2019
- 2016
- [c55]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: 983-986 - [c54]Lori Mann Bruce, Daniel Reynolds:
Game theory based data fusion for precision agriculture applications. IGARSS 2016: 3563-3566 - 2014
- [j21]Matthew A. Lee, Yanbo Huang, Haibo Yao, Steven J. Thomson, Lori Mann Bruce:
Determining the Effects of Storage on Cotton and Soybean Leaf Samples for Hyperspectral Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2562-2570 (2014) - [c53]Lori Mann Bruce, Karen McNeal, Sarah Radencic, Donna Pierce, Darrel Schmitz:
Inspire: Linking graduate students with K12 teachers to address remote sensing educational needs. IGARSS 2014: 1584-1587 - [c52]Lori Mann Bruce:
Game theory models for spectral band grouping and classifier ensembles for hyperspectral image classification. WHISPERS 2014: 1-4 - 2013
- [j20]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): 792-800 (2013) - [j19]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): 1688-1697 (2013) - [c51]Lori Mann Bruce:
Game theory applied to big data analytics in geosciences and remote sensing. IGARSS 2013: 4094-4097 - [c50]Matthew A. Lee, Yanbo Huang, Haibo Yao, Lori M. Bruce:
Determining optimal storage of field sampled cotton leaves for hyperspectral analysis. WHISPERS 2013: 1-4 - [c49]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: 1-4 - 2012
- [j18]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): 970-976 (2012) - [j17]Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce:
Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 50(4): 1185-1198 (2012) - [j16]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): 3474-3486 (2012) - [c48]Matthew A. Lee, James V. Aanstoos, Lori Mann Bruce, Saurabh Prasad:
Application of omni-directional texture analysis to SAR images for levee landslide detection. IGARSS 2012: 1805-1808 - [c47]Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha:
Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS 2012: 5486-5489 - 2011
- [j15]Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce:
Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 8(5): 894-898 (2011) - [j14]Laura T. Germine, Lúcia Garrido, Lori M. Bruce, Christine Hooker:
Social anhedonia is associated with neural abnormalities during face emotion processing. NeuroImage 58(3): 935-945 (2011) - [c46]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: 2373-2376 - [c45]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: 2523-2526 - [c44]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: 3915-3918 - [c43]Matthew A. Lee, Lori Mann Bruce, Saurabh Prasad:
Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction. WHISPERS 2011: 1-4 - [c42]Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce:
A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS 2011: 1-4 - [c41]Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce:
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. WHISPERS 2011: 1-4 - 2010
- [j13]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): 4047-4058 (2010) - [c40]Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan:
Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS 2010: 68-71 - [c39]Matthew A. Lee, Lori Mann Bruce:
Applying cellular automata to hyperspectral edge detection. IGARSS 2010: 2202-2205 - [c38]Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles:
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS 2010: 3744-3747
2000 – 2009
- 2009
- [j12]Saurabh Prasad, Lori Mann Bruce:
Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR. IEEE Geosci. Remote. Sens. Lett. 6(3): 572-576 (2009) - [c37]Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri:
Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. IGARSS (4) 2009: 785-788 - [c36]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: 825-828 - [c35]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: 889-892 - [c34]Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce:
Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification. WHISPERS 2009: 1-4 - [c33]Matthew A. Lee, Saurabh Prasad, Lori Mann Bruce, Terrance R. West, Daniel Reynolds, Trent Irby, Hemanth Kalluri:
Sensitivity of hyperspectral classification algorithms to training sample size. WHISPERS 2009: 1-4 - 2008
- [j11]Saurabh Prasad, Lori Mann Bruce:
Limitations of Principal Components Analysis for Hyperspectral Target Recognition. IEEE Geosci. Remote. Sens. Lett. 5(4): 625-629 (2008) - [j10]Saurabh Prasad, Lori M. Bruce:
Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. IEEE Trans. Geosci. Remote. Sens. 46(5): 1448-1456 (2008) - [c32]Saurabh Prasad, Lori M. Bruce:
Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. IGARSS (2) 2008: 45-48 - [c31]Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri:
A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. IGARSS (2) 2008: 273-276 - [c30]Saurabh Prasad, Lori M. Bruce:
Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. IGARSS (5) 2008: 381-384 - [c29]Terrance West, Saurabh Prasad, Lori M. Bruce:
Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. IGARSS (2) 2008: 946-949 - 2007
- [j9]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): 382-386 (2007) - [j8]Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Claire Thomas, Paolo Gamba, Lori Mann Bruce:
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest. IEEE Trans. Geosci. Remote. Sens. 45(10): 3012-3021 (2007) - [j7]John E. Ball, Lori Mann Bruce:
Level Set Hyperspectral Image Classification Using Best Band Analysis. IEEE Trans. Geosci. Remote. Sens. 45(10): 3022-3027 (2007) - [c28]Saurabh Prasad, Lori Mann Bruce:
Limitations of subspace LDA in hyperspectral target recognition applications. IGARSS 2007: 4049-4052 - [c27]John E. Ball, Terrance West, Saurabh Prasad, Lori Mann Bruce:
Level set hyperspectral image segmentation using spectral information divergence-based best band selection. IGARSS 2007: 4053-4056 - [c26]Saurabh Prasad, Lori Mann Bruce:
Hyperspectral feature space partitioning via mutual information for data fusion. IGARSS 2007: 4846-4849 - [c25]Terrance West, Saurabh Prasad, Lori Mann Bruce:
Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data. IGARSS 2007: 4850-4853 - 2006
- [c24]Abhinav Mathur, Lori M. Bruce, D. W. Johnson, Wilfredo Robles, John Madsen:
Automated Stepwise Selection of Hyperspectral Hypertemporal Features for Target Detection. IGARSS 2006: 533-536 - [c23]Abhinav Mathur, Lori Mann Bruce, D. W. Johnson, Wilfredo Robles:
Exploiting Hyperspectral Hypertemporal Imagery with Feature Clustering for Invasive Species Detection. IGARSS 2006: 828-831 - [c22]Terrance R. West, Lori Mann Bruce:
Detecting Invasive Species via Hyperspectral Imagery using Sequential Projection Pursuits. IGARSS 2006: 2465-2468 - [c21]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: 2596-2600 - 2005
- [c20]Shilpa Venkataraman, Lori M. Bruce, Anil M. Cheriyadat, Abhinav Mathur:
Hyperspectral dimensionality reduction via localized discriminant bases. IGARSS 2005: 1245-1248 - [c19]Wesley Johnson, Lori M. Bruce:
Spectral and spatial resolution effects on remotely sensed data used to detect invasive species. IGARSS 2005: 3561-3564 - [c18]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: 4299-4303 - [c17]John E. Ball, Lori M. Bruce:
Level set segmentation of remotely sensed hyperspectral images. IGARSS 2005: 5638-5642 - 2004
- [j6]Jiang Li, Lori Mann Bruce:
Wavelet-based feature extraction for improved endmember abundance estimation in linear unmixing of hyperspectral signals. IEEE Trans. Geosci. Remote. Sens. 42(3): 644-649 (2004) - [c16]Vijay P. Shah, Nicolas H. Younan, Lori M. Bruce:
Optimal Filtering for Texture Classification: A Comparative Study. CISST 2004: 106-112 - [c15]Hrishikesh Tamhankar, Abhinav Mathur, Lori Mann Bruce:
Effects of watermarking on feature efficacy in remotely sensed data. IGARSS 2004: 82 - [c14]Huang-de Lin, Lori Mann Bruce:
Projection pursuits for dimensionality reduction of hyperspectral signals in target recognition applications. IGARSS 2004: 960-963 - [c13]Abhinav Mathur, Nicolas H. Younan, Lori Mann Bruce:
Automated texture recognition system based on 2D minimum variance spectral estimation. IGARSS 2004: 1061-1064 - 2003
- [c12]Abhinav Mathur, Lori M. Bruce, Anil M. Cheriyadat, Huang-de Hennessy Lin:
Hyperspec - analysis of handheld spectroradiometer data. IGARSS 2003: 342-344 - [c11]Lori M. Bruce, Nicolas H. Younan, Roger L. King, Anil M. Cheriyadat:
Spectral reduction image processing techniques. IGARSS 2003: 452-454 - [c10]Anil M. Cheriyadat, Lori M. Bruce:
Why principal component analysis is not an appropriate feature extraction method for hyperspectral data. IGARSS 2003: 3420-3422 - [c9]Huang-de Lin, Lori M. Bruce:
Parametric projection pursuit for dimensionality reduction of hyperspectral data. IGARSS 2003: 3483-3485 - [c8]Hrishikesh Tamhankar, Lori M. Bruce, Nicolas H. Younan:
Watermarking of hyperspectral data. IGARSS 2003: 3574-3576 - 2002
- [j5]Lori Mann Bruce, Jiang Li, Yan Huang:
Automated detection of subpixel hyperspectral targets with adaptive multichannel discrete wavelet transform. IEEE Trans. Geosci. Remote. Sens. 40(4): 977-980 (2002) - [j4]Lori Mann Bruce, Cliff H. Koger, Jiang Li:
Dimensionality reduction of hyperspectral data using discrete wavelet transform feature extraction. IEEE Trans. Geosci. Remote. Sens. 40(10): 2331-2338 (2002) - [c7]Lori Mann Bruce, Hrishikesh Tamhankar, Abhinav Mathur, Roger L. King:
Multiresolutional texture analysis of multispectral imagery for automated ground cover classification. IGARSS 2002: 312-314 - [c6]Abhinav Mathur, Lori Mann Bruce, James Allen Byrd:
Discrimination of subtly different vegetative species via hyperspectral data. IGARSS 2002: 805-807 - [c5]Hrishikesh Tamhankar, Lori Mann Bruce, Brien Henry, David Shaw:
Detection of moisture stress effects on plants using hyperspectral data. IGARSS 2002: 1529-1531 - [c4]Hrishikesh Tamhankar, Lori Mann Bruce, Brien Henry, David Shaw:
Automated detection of herbicide drift effects on crops. IGARSS 2002: 3023-3025 - [c3]Jiang Li, Lori Mann Bruce, Abhinav Mathur:
Wavelet transform for dimensionality reduction in hyperspectral linear unmixing. IGARSS 2002: 3513-3515 - 2001
- [j3]Lori Mann Bruce, Jiang Li:
Wavelets for computationally efficient hyperspectral derivative analysis. IEEE Trans. Geosci. Remote. Sens. 39(7): 1540-1546 (2001) - [j2]Lori Mann Bruce, Cliff Morgan, Sara Larsen:
Automated detection of subpixel hyperspectral targets with continuous and discrete wavelet transforms. IEEE Trans. Geosci. Remote. Sens. 39(10): 2217-2226 (2001)
1990 – 1999
- 1999
- [j1]Lori M. Bruce, Reza R. Adhami:
Classifying Mammographic Lesion Shapes Using Multiresolution Analysis. IEEE Trans. Medical Imaging 18(12): 1170-1177 (1999) - [c2]Lori Mann Bruce, Maria Kallergi:
Effects of image resolution and segmentation method on automated mammographic mass shape classification. Medical Imaging: Image Processing 1999 - [c1]Lori Mann Bruce, Ravi Kalluri:
Analysis of the effects of discrete wavelet compression on automated mammographic mass shape classification. Medical Imaging: Image Processing 1999
Coauthor Index
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