Dr. Jennifer Davidson Profile

Dr. Jennifer Davidson

Professor at Iowa State Univ of Science and Technology

SPIE Involvement:

Author

Publications (21)

Proceedings Article | 28 January 2010 Paper

Feature selection for steganalysis using the Mahalanobis distance

Jennifer Davidson, Jaikishan Jalan

Proceedings Volume 7541, 754104 (2010) https://doi.org/10.1117/12.841074

KEYWORDS: Mahalanobis distance, Steganalysis, Feature selection, Distance measurement, Principal component analysis, Steganography, Feature extraction, Algorithm development, Detection and tracking algorithms, Image compression

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Proceedings Article | 17 September 2005 Paper

Minimax eigenvector decomposition for data hiding

Jennifer Davidson

Proceedings Volume 5915, 59150T (2005) https://doi.org/10.1117/12.615271

KEYWORDS: Data hiding, Steganography, Digital watermarking, Evolutionary algorithms, Mathematical morphology, Steganalysis, Algorithm development, Matrices, Image compression, Image processing

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Proceedings Article | 30 August 2005 Paper

An artificial neural network for wavelet steganalysis

Jennifer Davidson, Clifford Bergman, Eric Bartlett

Proceedings Volume 5916, 59160D (2005) https://doi.org/10.1117/12.615280

KEYWORDS: Steganalysis, Data hiding, Artificial neural networks, Steganography, Data modeling, Feature extraction, Wavelets, Forensic science, Detection and tracking algorithms, Wavelet transforms

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Proceedings Article | 21 March 2005 Paper

Unitary embedding for data hiding with the SVD

Clifford Bergman, Jennifer Davidson

Proceedings Volume 5681, (2005) https://doi.org/10.1117/12.587796

KEYWORDS: Steganography, Data hiding, Digital watermarking, Matrices, Visualization, Image quality, Video, Image processing, Steganalysis, Forward error correction

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Proceedings Article | 6 November 1998 Paper

Steganography using the minimax eigenvalue decomposition

Chaka Allen, Jennifer Davidson

Proceedings Volume 3456, (1998) https://doi.org/10.1117/12.330365

KEYWORDS: Data storage, Steganography, Digital watermarking, Data hiding, Lithium, Information operations, Visualization, Data communications, Binary data, Reconstruction algorithms

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Proceedings Article | 24 September 1998 Paper

Lexicodes of foot patterns for mine detection

Dan Ashlock, Jennifer Davidson

Proceedings Volume 3457, (1998) https://doi.org/10.1117/12.323449

KEYWORDS: Mining, Image processing, Land mines, Pattern recognition, Data processing, Image filtering, Visualization, Radon, Image compression, Detection and tracking algorithms

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Proceedings Article | 14 October 1997 Paper

Mine boundary detection using partially ordered Markov models

Xia Hua, Jennifer Davidson, Noel Cressie

Proceedings Volume 3167, (1997) https://doi.org/10.1117/12.279638

KEYWORDS: Land mines, Target recognition, Detection and tracking algorithms, Mining

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Proceedings Article | 14 October 1997 Paper

Genetic algorithms for automated texture classification

Dan Ashlock, Jennifer Davidson

Proceedings Volume 3167, (1997) https://doi.org/10.1117/12.279637

KEYWORDS: Image classification, Genetic algorithms, Binary data

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Proceedings Article | 8 October 1996 Paper

Genetic algorithms for texture model identification and synthesis

Cory Engebretson, Jennifer Davidson, Dan Ashlock

Proceedings Volume 2823, (1996) https://doi.org/10.1117/12.253457

KEYWORDS: Genetic algorithms, Binary data, Optimization (mathematics), Visualization, Image processing, Stochastic processes, Image transmission, Legal, Mathematical modeling, Data modeling

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Proceedings Article | 11 August 1995 Paper

Texture analysis using genetic algorithms and partially ordered Markov models

Jennifer Davidson, Xia Hua, Dan Ashlock

Proceedings Volume 2568, (1995) https://doi.org/10.1117/12.216353

KEYWORDS: Genetic algorithms, Data modeling, Stochastic processes, Genetics, Magnetorheological finishing, Statistical analysis, Image processing, Image classification, Gallium, Statistical modeling

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Proceedings Article | 20 June 1995 Paper

Mine boundary detection using Markov random field models

Xia Hua, Jennifer Davidson, Noel Cressie

Proceedings Volume 2496, (1995) https://doi.org/10.1117/12.211359

KEYWORDS: Image segmentation, Image processing algorithms and systems, Detection and tracking algorithms, Image processing, Land mines, Algorithm development, Target recognition, Statistical modeling, Data mining, Magnetorheological finishing

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Proceedings Article | 30 June 1994 Paper

Fuzzy image algebra neural networks for target classification

Rashmi Srivastava, Jennifer Davidson

Proceedings Volume 2300, (1994) https://doi.org/10.1117/12.179186

KEYWORDS: Neural networks, Image classification, Convolution, Fuzzy logic, Stochastic processes, LIDAR, Data conversion, Network architectures, Sensors, Image sensors

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Proceedings Article | 23 June 1993 Paper

Markov pyramid models in image analysis

Jennifer Davidson, Noel Cressie

Proceedings Volume 2030, (1993) https://doi.org/10.1117/12.146658

KEYWORDS: Data modeling, Statistical analysis, Image analysis, Image processing, Pattern recognition, Data processing, Statistical modeling, Analytical research, Electrical engineering, Digital imaging

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Proceedings Article | 1 June 1992 Paper

Simulated annealing and morphology neural networks

Jennifer Davidson

Proceedings Volume 1769, (1992) https://doi.org/10.1117/12.60637

KEYWORDS: Neural networks, Algorithms, Image processing, Optimization (mathematics), Evolutionary algorithms, Solids, Artificial neural networks, Associative arrays, Statistical modeling, Algorithm development

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Proceedings Article | 1 October 1991 Paper

Statistical image algebra: a Bayesian approach

Jennifer Davidson, Noel Cressie

Proceedings Volume 1569, (1991) https://doi.org/10.1117/12.48387

KEYWORDS: Image processing, Transform theory, Machine vision, Computer vision technology, Stochastic processes, Binary data, Signal processing, Neural networks, Convolution, Artificial neural networks

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Proceedings Article | 1 July 1991 Paper

Template learning in morphological neural nets

Jennifer Davidson, K. Sun

Proceedings Volume 1568, (1991) https://doi.org/10.1117/12.46114

KEYWORDS: Neural networks, Image processing, Neurons, Evolutionary algorithms, Binary data, Artificial neural networks, Radon, Image classification, Convolution, Matrices

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Proceedings Article | 1 July 1991 Paper

Image algebra preprocessor for the MasPar parallel computer

Trevor Meyer, Jennifer Davidson

Proceedings Volume 1568, (1991) https://doi.org/10.1117/12.49889

KEYWORDS: Image processing, Image compression, Computer programming, Computer architecture, Binary data, Array processing, Computer programming languages, Electrical engineering, Computer engineering, Parallel computing

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Proceedings Article | 1 April 1991 Paper

Recursion and feedback in image algebra

Gerhard Ritter, Jennifer Davidson

Proceedings Volume 1406, (1991) https://doi.org/10.1117/12.47965

KEYWORDS: Image processing, Neural networks, Image analysis, Transform theory, Matrices, Digital filtering, Image filtering

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Proceedings Article | 1 November 1990 Paper

Local decomposition of invariant lattice transforms

Jennifer Davidson

Proceedings Volume 1350, (1990) https://doi.org/10.1117/12.23611

KEYWORDS: Transform theory, Image processing, Matrices, Information operations, Parallel processing, Nonlinear image processing, Mathematical morphology, Computer architecture, Silicon, Electrical engineering

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Proceedings Article | 1 November 1990 Paper

Modeling of neural net chips using image algebra

Trevor Meyer, Paul Freeman, Jennifer Davidson

Proceedings Volume 1350, (1990) https://doi.org/10.1117/12.23598

KEYWORDS: Neurons, Neural networks, Image processing, Analog electronics, Binary data, Logic, Mathematical modeling, Evolutionary algorithms, Multiplexers, Clocks

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Proceedings Article | 1 July 1990 Paper

Theory of morphological neural networks

Jennifer Davidson, Gerhard Ritter

Proceedings Volume 1215, (1990) https://doi.org/10.1117/12.18085

KEYWORDS: Neural networks, Digital imaging, Optical computing, Binary data, Pattern recognition, Image processing, Neurons, Artificial neural networks, Mathematical morphology, Mathematical modeling

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