Lori Mann Bruce
American academic
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Psychology
Lori Mann Bruce's Degrees
- PhD Psychology Stanford University
- Masters Cognitive Science University of California, Berkeley
- Bachelors Psychology University of California, Berkeley
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Why Is Lori Mann Bruce Influential?
(Suggest an Edit or Addition)According to Wikipedia, Lori Mann Bruce currently serves as Provost and Vice President for Academic Affairs and holds the title of Professor of Electrical and Computer Engineering at Tennessee Technological University. As the Provost, she provides leadership to and oversight of eight colleges and schools, offering bachelors, masters, and doctoral programs. Prior to joining Tennessee Tech University, Bruce served as Associate Vice President for Academic Affairs and Dean of the Graduate School at Mississippi State University. While at Mississippi State University, Bruce was awarded the university's highest academic honor, being named a William L. Giles Distinguished Professor. As a faculty member in electrical and computer engineering, she has served as the Principal Investigator or Co-PI on more than 20 funded research grants and contracts, totaling approximately $20 million from federal agencies. Through her research in the areas of hyperspectral remote sensing, pattern recognition, automated target recognition, and precision agriculture, Bruce has served as major professor or graduate committee member for approximately 75 Masters and PhD students and has over 130 refereed publications.
Lori Mann Bruce's Published Works
Published Works
- Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest (2007) (754)
- Dimensionality reduction of hyperspectral data using discrete wavelet transform feature extraction (2002) (450)
- Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis (2012) (422)
- Limitations of Principal Components Analysis for Hyperspectral Target Recognition (2008) (260)
- Classifying mammographic mass shapes using the wavelet transform modulus-maxima method (1999) (144)
- Why principal component analysis is not an appropriate feature extraction method for hyperspectral data (2003) (133)
- Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition (2008) (131)
- Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification (2011) (112)
- Automated detection of subpixel hyperspectral targets with continuous and discrete wavelet transforms (2001) (108)
- Wavelet analysis of hyperspectral reflectance data for detecting pitted morningglory (Ipomoea lacunosa) in soybean (Glycine max) (2003) (100)
- Wavelets for computationally efficient hyperspectral derivative analysis (2001) (99)
- Wavelet-based feature extraction for improved endmember abundance estimation in linear unmixing of hyperspectral signals (2004) (91)
- Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification (2010) (61)
- Digital Mammographic Computer Aided Diagnosis (CAD) using Adaptive Level Set Segmentation (2007) (61)
- Optical Remote Sensing (2011) (57)
- Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification (2012) (55)
- Denoising and wavelet-based feature extraction of MODIS multi-temporal vegetation signatures (2005) (53)
- Automatic Registration and Mosaicking for Airborne Multispectral Image Sequences (2008) (53)
- Digital Mammogram Spiculated Mass Detection and Spicule Segmentation using Level Sets (2007) (52)
- Remote Sensing to Detect Herbicide Drift on Crops1 (2004) (42)
- Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification (2013) (40)
- Utility of Hyperspectral Reflectance for Differentiating Soybean (Glycine max) and Six Weed Species (2009) (37)
- Decision level fusion with best-bases for hyperspectral classification (2003) (37)
- Level set segmentation of remotely sensed hyperspectral images (2005) (35)
- Level Set Hyperspectral Image Classification Using Best Band Analysis (2007) (33)
- Automated detection of subpixel hyperspectral targets with adaptive multichannel discrete wavelet transform (2002) (32)
- Spectral reflectance curves to distinguish soybean from common cocklebur (Xanthium strumarium) and sicklepod (Cassia obtusifolia) grown with varying soil moisture (2004) (28)
- Hyperspectral Pixel Unmixing via Spectral Band Selection and DC-Insensitive Singular Value Decomposition (2007) (28)
- Determining the Effects of Storage on Cotton and Soybean Leaf Samples for Hyperspectral Analysis (2014) (28)
- Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks (2008) (26)
- Utility of Multispectral Imagery for Soybean and Weed Species Differentiation (2008) (26)
- Non-Uniform Random Feature Selection and Kernel Density Scoring With SVM Based Ensemble Classification for Hyperspectral Image Analysis (2013) (24)
- Discrimination of subtly different vegetative species via hyperspectral data (2002) (22)
- Detection of pitted morningglory (Ipomoea lacunosa) with hyperspectral remote sensing. II. Effects of vegetation ground cover and reflectance properties (2004) (22)
- Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR (2009) (20)
- Applying cellular automata to hyperspectral edge detection (2010) (19)
- Effect of purple (Cyperus rotundus) and yellow nutsedge (C. esculentus) on growth and reflectance characteristics of cotton and soybean (2003) (19)
- Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment (2012) (19)
- Optical Remote Sensing: Advances in Signal Processing and Exploitation Techniques (2011) (18)
- Sensitivity of hyperspectral classification algorithms to training sample size (2009) (18)
- Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data (2007) (18)
- Wavelet-based watermarking of remotely sensed imagery tailored to classification performance (2003) (17)
- Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis (2011) (17)
- A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification (2008) (17)
- Hyperspectral feature space partitioning via mutual information for data fusion (2007) (16)
- Game theory applied to big data analytics in geosciences and remote sensing (2013) (16)
- A multi-classifier and decision fusion framework for robust classification of mammographic masses (2008) (15)
- Limitations of subspace LDA in hyperspectral target recognition applications (2007) (14)
- Towards automated segmentation and classification of masses in mammograms (2004) (14)
- Hyperspectral dimensionality reduction via localized discriminant bases (2005) (14)
- Wavelet transform for dimensionality reduction in hyperspectral linear unmixing (2002) (13)
- Level set hyperspectral image segmentation using spectral information divergence-based best band selection (2007) (13)
- Remote Sensing to Distinguish Soybean from Weeds After Herbicide Application1 (2004) (12)
- Watermarking of hyperspectral data (2003) (12)
- Automated Accident Detection in Intersections via Digital Audio Signal Processing (2003) (12)
- NASA's upcoming HyspIRI mission — precision vegetation mapping with limited ground truth (2010) (11)
- Wavelet-based feature extraction for mammographic lesion recognition (1997) (11)
- Wavelets: getting perspective (2003) (11)
- Analysis of the effects of cover crop residue on hyperspectral reflectance discrimination of soybean and weeds via Haar transform (2001) (11)
- Spectral reduction image processing techniques (2003) (10)
- ACCURACY ANALYSIS OF HYPERSPECTRAL IMAGERY CLASSIFICATION USING LEVEL SETS (2006) (10)
- Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection (2011) (10)
- Level Set Hyperspectral Segmentation: Near-Optimal Speed Functions using Best Band Analysis and Scaled Spectral Angle Mapper (2006) (9)
- Improving the accuracy of linear pixel unmixing via appropriate endmember dimensionality reduction (2003) (9)
- Projection pursuits for dimensionality reduction of hyperspectral signals in target recognition applications (2004) (9)
- Level Set-Based Core Segmentation of Mammographic Masses Facilitating Three Stage (Core, Periphery, Spiculation) Analysis (2007) (8)
- Application of omni-directional texture analysis to SAR images for levee landslide detection (2012) (8)
- Effects of image resolution and segmentation method on automated mammographic mass shape classification (1999) (7)
- Detection of pitted morningglory (Ipomoea lacunosa) by hyperspectral remote sensing. I. Effects of tillage and cover crop residue (2004) (7)
- Applying modular classifiers to mammographic mass classification (2004) (7)
- Parametric projection pursuit for dimensionality reduction of hyperspectral data (2003) (7)
- A Divide-and-Conquer Paradigm for Hyperspectral Classification and Target Recognition (2011) (7)
- Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction (2011) (7)
- Effects of Sample Storage on Spectral Reflectance Changes in Corn Leaves Excised From the Field (2014) (6)
- Information theoretic partitioning and confidence based weight assignment for multi-classifier decision level fusion in hyperspectral target recognition applications (2007) (6)
- Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels (2013) (6)
- Rapid detection of agricultural food crop contamination via hyperspectral remote sensing (2009) (6)
- Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification (2009) (6)
- Isolation criteria for the wavelet transform mod-max method (1998) (6)
- Exploiting Hyperspectral Hypertemporal Imagery with Feature Clustering for Invasive Species Detection (2006) (6)
- Game theory based data fusion for precision agriculture applications (2016) (5)
- Fast wavelet-based algorithms for multiresolutional decomposition and feature extraction of hyperspectral signatures (1999) (5)
- Multiresolutional texture analysis of multispectral imagery for automated ground cover classification (2002) (5)
- Automated accident detection at intersections. (2004) (4)
- Brushlet transform for hyperspectral feature extraction in automated detection of nutsedge presence in soybean (2001) (4)
- Hyperspec - analysis of handheld spectroradiometer data (2003) (4)
- Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction (2011) (4)
- Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction (2008) (3)
- Adaptive multichannel discrete wavelet transforms for automated subpixel target detection (2001) (3)
- Branch and bound based feature elimination for support vector machine based classification of hyperspectral images (2011) (3)
- Continuous and discrete wavelet transforms for automated subpixel target detection (2001) (3)
- Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition (2008) (3)
- Feature extraction via spectro-temporal analysis of hyperspectral data for vegetative target detection (2005) (3)
- Data exploitation of HyspIRI observations for precision vegetation mapping (2009) (3)
- Effects of watermarking on feature efficacy in remotely sensed data (2004) (3)
- Detecting Invasive Species via Hyperspectral Imagery using Sequential Projection Pursuits (2006) (3)
- Data Fusion Contest: Fusion of Panchromatic and Multispectral Images (2006) (3)
- Adaptive hyperspectral pixel unmixing using best bands analysis and dc insensitive singular value decomposition (2005) (2)
- Wavelet scalar-energy features for recognition of mammographic mass shapes (1999) (2)
- Game theory models for spectral band grouping and classifier ensembles for hyperspectral image classification (2014) (2)
- Data dependent adaptation for improved classification of hyperspectral imagery (2010) (2)
- Automated Stepwise Selection of Hyperspectral Hypertemporal Features for Target Detection (2006) (2)
- IDENTIFICATION OF PERTINENT REGIONS IN SPECTRO-TEMPORAL MAPS FOR VEGETATIVE TARGET DETECTION (2006) (2)
- Enhancing hyperspectral data throughput utilizing wavelet-based fingerprints (1999) (1)
- Utilization of local and global hyperspectral features via wavelet packets and multiclassifiers for robust target recognition (2009) (1)
- Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees (2016) (1)
- Automated texture recognition system based on 2D minimum variance spectral estimation (2004) (1)
- Automated detection of herbicide drift effects on crops (2002) (1)
- Robust spatial-spectral hyperspectral image classification for vegetation stress detection (2012) (1)
- Detection of moisture stress effects on plants using hyperspectral data (2002) (1)
- Spectral and spatial resolution effects on remotely sensed data used to detect invasive species (2005) (1)
- A multi-modal pattern classification framework for hyperspectral image analysis (2011) (1)
- Centroid sensitivity of wavelet-based shape features (1998) (0)
- Lossless wavelet compression for telemammography (2004) (0)
- Hyperspectral hypertemporal feature extraction methods with applications to aquatic invasives target detection (2006) (0)
- FUSION OF SPECTRAL REFLECTANCEAND DERIVATIVEINFORMATIONFOR ROBUST HYPERSPECTRALLAND COVER CLASSIFICATION (2009) (0)
- Classifying Mammographic Lesion Shapes Using Multiresolution Analysis (1999) (0)
- Rapid Prototyping of Hyperspectral Image Analysis Algorithms for Improved Invasive Species Decision Support Tools (2006) (0)
- Analysis of the effects of discrete wavelet compression on automated mammographic mass shape classification (1999) (0)
- Optimal Filtering for Texture Classification: A Comparative Study (2004) (0)
- A HYPERSPECTRAL TOOLKIT FOR THE ANALYSIS OF MULTITEMPORAL HANDHELD SPECTRORADIOMETER DATA (2002) (0)
- Information Fusion in a High Dimensional Feature Space for Robust Computer Aided Diagnosis using Digital Mammograms (2010) (0)
- Multisensor fusion for mini-UAV platforms (2006) (0)
- Wavelet Construction Using Beta Functions (1994) (0)
- Optimizing GPM Precipitation Estimation for Decision Support Applications (2009) (0)
- Cellular Automata Methods for Improved Edge Detection in Hyperspectral Imagery (2010) (0)
- Evaluation of GPM Precipitation Estimates for Cross-cutting Earth Science Applications via Land Data Assimilation Studies Rapid Prototyping Capability-Evaluation Report (2009) (0)
- Determining optimal storage of field sampled cotton leaves for hyperspectral analysis (2013) (0)
- AUTOMATED IMAGE REGISTRATION AND MOSAICKING FOR (2006) (0)
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