David A. Landgrebe

David A. Landgrebe's AcademicInfluence.com Rankings

David A. Landgrebe

Computer Science

#4514

World Rank

#4761

Historical Rank

Machine Learning

#907

World Rank

#920

Historical Rank

Database

#1728

World Rank

#1812

Historical Rank

computer-science Degrees

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Computer Science

David A. Landgrebe's Degrees

PhD Computer Science Purdue University
Masters Computer Science Purdue University
Bachelors Mathematics Purdue University

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David A. Landgrebe's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A survey of decision tree classifier methodology (1991) (3124)
Signal Theory Methods in Multispectral Remote Sensing (2003) (1288)
Hyperspectral image data analysis (2002) (968)
The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon (1994) (608)
Classification of Multispectral Image Data by Extraction and Classification of Homogeneous Objects (1976) (560)
Supervised classification in high-dimensional space: geometrical, statistical, and asymptotical properties of multivariate data (1998) (471)
Nonparametric weighted feature extraction for classification (2004) (440)
Feature Extraction Based on Decision Boundaries (1993) (412)
Covariance Matrix Estimation and Classification With Limited Training Data (1996) (352)
Hyperspectral data analysis and supervised feature reduction via projection pursuit (1999) (302)
220 Band AVIRIS Hyperspectral Image Data Set: June 12, 1992 Indian Pine Test Site 3 (2015) (261)
Adaptive Bayesian contextual classification based on Markov random fields (2002) (238)
Analyzing high-dimensional multispectral data (1993) (222)
Information Extraction Principles and Methods for Multispectral and Hyperspectral Image Data (1999) (199)
Covariance estimation with limited training samples (1999) (199)
An adaptive classifier design for high-dimensional data analysis with a limited training data set (2001) (190)
Hyperspectral Image Data Analysis as a High Dimensional Signal Processing Problem (2002) (169)
MultiSpec: a tool for multispectral--hyperspectral image data analysis (2002) (156)
The development of a spectral-spatial classifier for earth observational data (1980) (154)
Decision fusion approach for multitemporal classification (1999) (150)
Decision boundary feature extraction for neural networks (1992) (150)
Robust parameter estimation for mixture model (1998) (119)
Information processing of remotely sensed agricultural data (1969) (107)
Hierarchical classifier design in high-dimensional numerous class cases (1991) (92)
A means for utilizing ancillary information in multispectral classification. [of remotely sensed data (1982) (89)
Partially supervised classification using weighted unsupervised clustering (1999) (88)
Classification of remote sensing images having high spectral resolution (1996) (74)
Spectral band selection for classification of soil organic matter content (1989) (71)
Minimum Distance Classification in Remote Sensing (1972) (69)
Predicting the Required Number of Training Samples (1983) (68)
A model-based mixture-supervised classification approach in hyperspectral data analysis (2002) (67)
A covariance estimator for small sample size classification problems and its application to feature extraction (2002) (66)
High dimensional feature reduction via projection pursuit (1994) (63)
HYPERSPECTRAL DATA ANALYSIS AND FEATURE REDUCTION VIA PROJECTION PURSUIT (1999) (63)
Toward an optimal supervised classifier for the analysis of hyperspectral data (2004) (60)
Some fundamentals and methods for hyperspectral image data analysis (1999) (58)
Fast Parzen Density Estimation Using Clustering-Based Branch and Bound (1994) (57)
A robust classification procedure based on mixture classifiers and nonparametric weighted feature extraction (2002) (57)
A cost-effective semisupervised classifier approach with kernels (2004) (56)
Object-oriented feature extraction method for image data compaction (1988) (56)
Multispectral land sensing: where from, where to? (2005) (54)
An adaptive method for combined covariance estimation and classification (2002) (53)
Decision boundary feature extraction for nonparametric classification (1993) (51)
Classification of High Dimensional Data (1998) (51)
Noise in Remote-Sensing Systems: The Effect on Classification Error (1986) (51)
The decision tree approach to classification (1975) (50)
Simulation of optical remote sensing systems (1989) (50)
Feature extraction and classification algorithms for high-dimensional data (1992) (49)
Pixel Labeling by Supervised Probabilistic Relaxation (1981) (49)
On the accuracy of pixel relaxation labeling (1981) (47)
The Evolution of Landsat Data Analysis (1997) (46)
On Information Extraction Principles for Hyperspectral Data (1997) (45)
An analytical model of Earth-observational remote sensing systems (1991) (44)
On Information Extraction Principles for Hyperspectral Data A White Paper (1997) (44)
Analytical Design of Multispectral Sensors (1980) (40)
The minimum distance approach to classification (1971) (40)
Analysis technology for land remote sensing (1981) (39)
A process model for remote sensing data analysis (2002) (36)
Improved statistics estimation and feature extraction for hyperspectral data classification (2001) (35)
On the classification of classes with nearly equal spectral response in remote sensing hyperspectral image data (1999) (35)
Results of the 1971 Corn Blight Watch experiment (1972) (34)
Fast likelihood classification (1991) (31)
An empirical study of scanner system parameters (1977) (31)
Use of Hyperspectral Data with Intensity Images for Automatic Building Modeling (1998) (30)
Supplementing hyperspectral data with digital elevation (1999) (28)
Hyperspectral data classification using nonparametric weighted feature extraction (2002) (27)
Classification of high dimensional multispectral data (1995) (27)
The K-L Expansion as an Effective Feature Ordering Technique for Limited Training Sample Size (1983) (26)
Classification of multispectral data by joint supervised-unsupervised learning (1993) (26)
Variance comparisons for unbiased estimators of probability of correct classification (Corresp.) (1976) (26)
A spectral feature design system for the HIRIS/MODIS era (1989) (25)
GEOMETRIC REGISTRATION AND CLASSIFICATION OF HYPERSPECTRAL AIRBORNE PUSHBROOM DATA (2000) (25)
Introduction to the special issue on analysis of hyperspectral image data (2001) (25)
Effect of radiance-to-reflectance transformation and atmosphere removal on maximum likelihood classification accuracy of high-dimensional remote sensing data (1994) (24)
An Adaptive Reconstruction System for Spatially Correlated Multispectral Multitemporal Images (1989) (22)
Utilizing Multitemporal Data by a Stochastic Model (1986) (21)
Modeling, simulation, and analysis of optical remote sensing systems (1989) (20)
Multispectral land sensing: where from, where to? (2003) (18)
On the relationship between class definition precision and classification accuracy in hyperspectral analysis (2000) (17)
Parameter trade-offs for imaging spectroscopy systems [remote sensing] (1991) (17)
Machine Processing for Remotely Acquired Data (1973) (16)
Systems Approach to the Use of Remote Sensing (1972) (16)
Feature Selection with Limited Training Samples (1983) (16)
Feature Selection Based on Decision Boundaries (1991) (15)
Linear feature extraction for multiclass problems (1998) (14)
Classification of high dimensional multispectral image data (1993) (14)
Effects of compression and random noise on multispectral data. (1971) (14)
Adaptive Relaxation Labeling (1984) (14)
Remote Sensing Technology--A Look to the Future (1976) (14)
Remote sensing as a tool for achieving and monitoring progress toward sustainability (2003) (13)
The analytical design of spectral measurements for multispectral remote sensor systems (1979) (13)
Spatio-temporal contextual classification of remotely sensed multispectral data (1990) (13)
A noise taxonomy for remote sensing systems (1987) (13)
Statistics enhancement in hyperspectral data analysis using spectral-spatial labeling, the EM algorithm, and the leave-one-out covariance estimator (1998) (12)
An unsupervised feature extraction method for high dimensional image data compaction (1987) (12)
Hierarchical Classification In High Dimensional, Numerous Class Cases (1990) (12)
Boundaries in multispectral imagery by clustering (1970) (12)
Parameter trade-offs for imaging spectroscopy systems (1991) (12)
Machine Boundary Finding and Sample Classification of Remotely Sensed Agricultural Data (1973) (12)
Analyzing High Dimensional Data (1992) (11)
Using Partially Labeled Data For Normal Mixture Identification With Application To Class Definition (1992) (11)
Design of an Adaptive Classification Procedure for the Analysis of High-Dimensional Data with Limited Training Samples (2001) (11)
Applications of remote sensing, volume 3 (1977) (11)
On line object feature extraction for multispectral scene representation (1988) (11)
Information Processing for Remote Sensing (1999) (11)
A Multichannel Image Data Handling System For Agricultural Remote Sensing (1967) (10)
Asymptotic improvement of supervised learning by utilizing additional unlabeled samples: normal mixture density case (1992) (9)
Stochastic Model Utilizing Spectral and Spatial Characteristics (1987) (9)
Decision boundary feature selection for non-parametric classifier (1991) (9)
A method for estimating the number of components in a normal mixture density function (2000) (9)
Proceedings of the 4th IASME/WSEAS international conference on Energy & environment (2009) (9)
A Binary Tree Feature Selection Technique for Limited Training Sample Size (1984) (8)
Multispectral image compression by an on-board scene segmentation (2001) (8)
The use of spatial characteristics for the improvement of multispectral classification of remotely sensed data (1976) (8)
An Evaluation of Machine Processing Techniques of ERTS-1 Data for User Applications (1973) (8)
Multistage classification of multispectral Earth observational data: The design approach (1981) (8)
On a Method for Estimating Power Spectra (1967) (7)
Spectral feature design in high dimensional multispectral data (1988) (7)
An Early Analysis of ERTS-1 Data (1972) (7)
Progress toward information-extraction methods for hyperspectral data (1997) (6)
RSSIM: A Simulation Program for Optical Remote Sensing Systems (1989) (6)
Two-dimensional signal representation using prolate spheroidal functions (1963) (6)
Feature Selection For Neural Networks Using Parzen Density Estimator (1992) (6)
A Spectral Feature Design System For High Dimensional Multispectral Data (1988) (6)
Pattern Recognition in Remote Sensing (2005) (6)
Applications of remote sensing (2016) (6)
Prediction Of Optimal Number Of Features (1990) (6)
Layered classification techniques for remote sensing applications (1975) (6)
Spectral feature design for data compression in high dimensional multispectral data (1987) (5)
Regularized covariance estimators for hyperspectral data classification and its application to feature extraction (2002) (5)
A perspective on the analysis of hyperspectral data (1993) (5)
Radiation and Sensor Systems in Remote Sensing (2005) (5)
Agricultural scene understanding and supporting field research, volume 1 (1979) (5)
Automatic Boundary and Sample Classification of Remotely Sensed Multispectral Data (1973) (5)
Monitoring the earth's resources from space–Can you really identify crops by satellite? (1979) (4)
Absolute Classification with Unsupervised Clustering (1992) (4)
Gaussian mixture classifier with regularized covariance estimator for hyperspectral data classification (2003) (4)
The relationship of sensor parameters to applications data analysis (1982) (4)
Covariance estimation for classifying high dimensional data (1995) (4)
Use of unlabeled samples for mitigating the Hughes phenomenon (1993) (3)
Algorithm for classification of multispectral data and its implementation on a massively parallel computer (1993) (3)
DESIGN OF PARTIALLY SUPERVISED CLASSIFIERS FOR MULTISPECTRAL IMAGE DATA (1993) (3)
A self-improving classifier design for high-dimensional data analysis with a limited training data set (2001) (3)
Simulation Of Optical Remote Sensing Systems For Earth Resource Analysis (1988) (3)
Training a Classifier (2005) (3)
HIRIS Performance Study (1989) (3)
Analysis Research for Earth Resource Information Systems: Where Do We Stand? (1973) (3)
Decision fusion with reliabilities in multisource data classification (1992) (3)
Video and image systems engineering education for the 21st century (1996) (3)
A Novel Feature Derivation Technique for SVM based Hyper Spectral Image Classification (2017) (2)
Undergraduate Experiments in Data Handling and Linear Systems (1967) (2)
On the further development of the multispectral approach (1995) (2)
Land observation sensors in perspective (1983) (2)
Toward an optimal analysis of hyperspectral data (2003) (2)
Fast Multistage Gaussian Maximum Likelihood Classifier (1990) (2)
A study of the utilization of ERTS-1 data from the Wabash River Basin. [soil mapping, crop identification, water resources (1973) (2)
Analysis of multispectral and hyperspectral data (1995) (2)
US-Australian Seminar Held (1979) (2)
The development of machine technology processing for earth resource survey (1970) (2)
Test of spectral/spatial classifier (1977) (2)
Data processing 2: Advancements in large scale data processing systems for remote sensing (1972) (2)
Classification of remotely sensed image data using multi-type information (1983) (2)
INFERENCE AND DECISION-MAKING WITH PARTIAL KNOWLEDGE (1995) (2)
Data analysis and remotely sensed data (1970) (2)
Hyperspectral data analysis procedures with reduced sensitivity to noise (1993) (2)
Effect of the number of samples used in a leave-one-out covariance estimator (2000) (1)
Topics in inference and decision-making with partial knowledge (1990) (1)
Partially supervised classification with optimal significance testing (1993) (1)
CLASSIFICATION OF MULTISPECTRAL IMAGE DATA WITH SPATIAL-TEMPORAL CONTEXT (1993) (1)
Stratification and sample selection for multicrop experiments. [Arkansas, Kentucky, Michigan, Missouri, Mississippi, Ohio, Wisconsin, Illinois, Indiana, Minnesota, Iowa, Louisiana, Nebraska, South Dakota, and North Dakota] (1978) (1)
Predicting the required number of training samples. [for remotely sensed image data based on covariance matrix estimate quality criterion of normal distribution] (1983) (1)
Requirements of a global information system for corn production and distribution (1977) (1)
Multispectral scanner system parameter study and analysis software system description, volume 2 (1978) (1)
Use of robust estimators in parametric classifiers (1989) (1)
Automatic processing of earth resource data (1969) (1)
Quantitative Use of Ancillary Data in Pixel Labeling (1980) (1)
A kernel-based supervised classifier for the analysis of hyperspectral data (2003) (1)
A study of the utilization of ERTS-1 data from the Wabash River Basin. [crop identification, water resources, urban land use, soil mapping, and atmospheric modeling] (1974) (1)
SUPPLEMENTING HYPERSPECTRAL DATAWITH DIGITAL ELEVATION (1999) (1)
Stratification and sample selection for multi-crop experiments. (1978) (1)
Multispectral Image Data Preprocessing (2005) (1)
Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases (2009) (1)
The application of remote sensing technology to the solution of problems in the management of resources in Indiana (1973) (1)
Proceedings of the 1st WSEAS international conference on Nanotechnology (2009) (1)
Information systems and services, user services (1975) (1)
Hyperspectral Data Characteristics (2005) (1)
An Analytical Approach to the Design of Spectral Measurements in the Design of Multispectral Sensor (1979) (1)
Processing techniques development, volume 3 (1978) (0)
Parameter trade-offs for imaging spectroscopy systems. [application of HIRIS instrument model to agricultural remote sensing (1991) (0)
Undergraduate ExperimentsinData Handling and LinearSystems (1967) (0)
Classific ation of Multispectral Image Data by Extraction and Classific ation of Homogeneous (1975) (0)
Automated training sample labeling using laboratory spectra (1996) (0)
Computer processing support, volume 4 (1978) (0)
Identification and mapping of land use classes in Marion County (Indianapolis), Indiana by machine processing of ERTS-1 MSS data (1973) (0)
Simulation techniques for estimating error in the classification of normal patterns (1974) (0)
Remote sensing, a sketch of the technology (1975) (0)
Scanning the issue (1985) (0)
K4 IEEEGEOSCIENCEAND REMOTESENSINGSOCIETY (1987) (0)
Remote Sensing Research: The Past As Prolog (1984) (0)
Pixel Labeling bySupervised Probabilistic Relaxation (1981) (0)
A Data Analysis Paradigm and Examples (2005) (0)
Data handling and analysis for the 1971 corn blight watch experiment. (1972) (0)
Processing techniques development, volume 3. Part 2: Data preprocessing and information extraction techniques (1979) (0)
An empirical study of scanner system parameters. [for remote sensing] (1977) (0)
Applications of remote sensing, volume 2 (1977) (0)
Probabilistic Relaxation on Multitype Data (1982) (0)
Applications of remote sensing, volume 1 (1977) (0)
Final Report: National Science Foundation Remote Sensing Workshop. Held atPurdue University February 28, 29, March 1, 1984 (1984) (0)
Analyzing high dimensional data. [remote sensing using Field Spectrometer System data] (1992) (0)
Proceedings of the 8th WSEAS International Conference on Software engineering, parallel and distributed systems (2009) (0)
Analytical DesignofMultispectral Sensors (1980) (0)
Research in remote sensing of agriculture, earth resources, and man's environment (2013) (0)
CLASSIFICATION AND1 FEATURE EXTRACTION WITH ENHANCED STATISTICS1 (1996) (0)
Automatic classification of soils and vegetation with ERTS-1 data (1972) (0)
Use of Spatial Variations (2005) (0)
Research in remote sensing of agriculture, earth resources, and man's environment. [Iowa, South Dakota, Purdue University Agronomy Farm, and the Sandhills Experiment Station (1979) (0)
Data processing programs at LARS-Purdue (1968) (0)
Classification ofMultispectral ImageDatabyExtraction and Classification ofHomogeneous Objects (1976) (0)
Proceedings of the 8th WSEAS international conference on Electronics, hardware, wireless and optical communication (2009) (0)
Research in remote sensing of agriculture, earth resources, and man's environment. [North Dakota, Kansas, and Indiana (1978) (0)
Appendix: An Outline of Probability Theory (2005) (0)
Classific ation of High Dimensional Data (1998) (0)
Applications of remote sensing. [Texas, South Dakota, North Dakota, and Kansas (1977) (0)
N O T I C E THIS DOCUMENT HAS BEEN REPRODUCED FROM MICROFICHE. ALTHOUGH IT IS RECOGNIZED THAT CERTAIN PORTIONS ARE ILLEGIBLE, IT IS BEING RELEASED IN THE INTEREST OF MAKING AVAILABLE AS MUCH (2009) (0)
On realizing the potential of the earth-looking vantage point (1985) (0)
Agricultural scene understanding, volume 1 (1978) (0)
An interdisciplinary analysis of ERTS data for Colorado mountain environments using ADP techniques. An early analysis of ERTS-1 data (1972) (0)
Multispectral data analysis: LARSYS III (1975) (0)
IN MULTISPECTRAL REMOTE SENSING (2013) (0)
Processing techniques development, volume 2. Part 1: Crop inventory techniques. [Iowa, Illinois, Indiana, Kentucky, Montana, and South Kakota] (1979) (0)
Training Samples for Classification of Multispectral Earth Observation Data (1979) (0)
A first-look machine analysis of ERTS-1 data (1972) (0)
IMAGE DATA BY EXTFACTICN AND L OF HCMCGENECUS (2010) (0)
Remote sensing research studies (1978) (0)
Automatic mapping of geological features from ERTS-1 MSS data obtained over Fannin County, Texas (1972) (0)
EARTH OBSERVATIONAL RESEARCH USING MULTISTAGE EOS-LIKE DATA (1993) (0)
부분 훈련 인식을 위한 최적 중요도 검증기법 ( Optimal Significance Testing for Partially Supervised Classification ) (1999) (0)
Automatic identification of land uses from ERTS-1 data obtained over Milwaukee, Wisconsin (1972) (0)
A study of the utilization of ERTS-A data from the Wabash River Basin. An early analysis of ERTS-1 data (1972) (0)
Toward a maximally effective means for analysis of hyperspectral data (2002) (0)
Processing techniques development (1977) (0)
On the Response of Linear Systems to Suddenly-Applied Periodic Excitation (1966) (0)
Preliminary results on machine classification of soil associations in Collin County, Texas (1972) (0)
Annual Technical Summary Report (1978) (0)
Proceedings of the 8th WSEAS international conference on Signal processing, robotics and automation (2009) (0)
Machine Processing Methods for Earth Observational Data (1973) (0)
Preliminary results on automatic identification of forest and agricultural cover types utilizing ERTS-1 data over the Wabash River Basin (1972) (0)
Machine processing for remotely acquired data. [using multivariate statistical analysis] (1974) (0)
Assessment of methods of acquiring analyzing, and reporting crop production statistics, volume 4. [Argentina, Canada, U.S.S.R., and United States] (1978) (0)
Noise in Remote Sensing Systems (2005) (0)
Photointerpretation of Skylab Imagery (1976) (0)
Sensors in perspective (1981) (0)
Noise in Earth observational sensor systems (1983) (0)
Radiance-To-Reflectance Maximum Likelihood Classification (0)
T ~ 1314 / 4 MA-129 TA LARS Contract Report 112777 Final Report Processing Techniques Development (2008) (0)
Landsat-D Thematic Mapper Technical Working Group Meeting (1975) (0)
Information/user services, summary (1975) (0)

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What Schools Are Affiliated With David A. Landgrebe?

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Purdue University

David A. Landgrebe's Academic­Influence.com Rankings

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Why Is David A. Landgrebe Influential?

David A. Landgrebe's Published Works

Published Works

What Schools Are Affiliated With David A. Landgrebe?

David A. Landgrebe's AcademicInfluence.com Rankings