James E. Fowler

Orcid: 0000-0003-2005-405X

According to our database1, James E. Fowler authored at least 140 papers between 1991 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to lossy source coding and dimensionality reduction of multidimensional data".

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
The Foundations of Computational Imaging: A signal processing perspective.
IEEE Signal Process. Mag., July, 2023

Local-Global Active Learning Based on a Graph Convolutional Network for Semi-Supervised Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2023

Few-Shot Learning Using Residual Channel Attention and Prototype Domain Adaptation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Computationally Lightweight Hyperspectral Image Classification Using a Multiscale Depthwise Convolutional Network With Channel Attention.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Multiscale Spatial-Spectral Feature Extraction Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Multiresolution DECOLOR for camouflaged moving foreground detection using a redundant wavelet transform.
Proceedings of the Computational Imaging XX, online, January 15-26, 2022, 2022

2021
Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation.
IEEE Trans. Geosci. Remote. Sens., 2021

Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

2019
Wavelet-Domain Low-Rank/Group-Sparse Destriping for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019

Spatial Functional Data Analysis for the Spatial-Spectral Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2019

Hyperspectral Stripes Removal With Wavelet-Domain Low-Rank/Group-Sparse Decomposition.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

2017
A Brief Message From the New Editor-In-Chief.
IEEE Signal Process. Lett., 2017

Random Hadamard Projections for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2017

Spatial Logistic Regression for Support-Vector Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

Compression of Virtual-Machine Memory in Dynamic Malware Analysis.
J. Digit. Forensics Secur. Law, 2017

2016
Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction.
IEEE Geosci. Remote. Sens. Lett., 2016

Random-projection-based nonnegative least squares for hyperspectral image unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hadamard-Walsh random projection for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Delta Encoding of Virtual-Machine Memory in the Dynamic Analysis of Malware.
Proceedings of the 2016 Data Compression Conference, 2016

2015
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis.
IEEE J. Sel. Top. Signal Process., 2015

Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Decentralized reconstruction from compressive random projections driven by principal components.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Nearest Regularized Subspace for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction.
IEEE Trans. Geosci. Remote. Sens., 2014

Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Compressed-sensing recovery of multiview image and video sequences using signal prediction.
Multim. Tools Appl., 2014

Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2014

Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2014

Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields.
IEEE Geosci. Remote. Sens. Lett., 2014

Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Compressive data fusion for multi-sensor image analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Compressive pushbroom and whiskbroom sensing for hyperspectral remote-sensing imaging.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Hyperspectral image classification based on spectra derivative features and locality preserving analysis.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Classification and Reconstruction From Random Projections for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013

Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections.
IEEE Geosci. Remote. Sens. Lett., 2013

Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2013

Motion-compensated compressed-sensing reconstruction for dynamic MRI.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Anomaly Detection and Reconstruction From Random Projections.
IEEE Trans. Image Process., 2012

Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2012

Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2012

Block-Based Compressed Sensing of Images and Video.
Found. Trends Signal Process., 2012

Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Locality-preserving nonnegative matrix factorization for hyperspectral image classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

An operational approach for hyperspectral image compression.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

DPCM for quantized block-based compressed sensing of images.
Proceedings of the 20th European Signal Processing Conference, 2012

Single-image super-resolution using multihypothesis prediction.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Multitemporal Hyperspectral Image Compression.
IEEE Geosci. Remote. Sens. Lett., 2011

Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2011

Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

A multi-modal pattern classification framework for hyperspectral image analysis.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Decoder-side dimensionality determination for compressive-projection principal component analysis of hyperspectral data.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multiscale block compressed sensing with smoothed projected Landweber reconstruction.
Proceedings of the 19th European Signal Processing Conference, 2011

Video Compressed Sensing with Multihypothesis.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Residual Reconstruction for Block-Based Compressed Sensing of Video.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Compressed-sensing recovery of images and video using multihypothesis predictions.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Multistage compressed-sensing reconstruction of multiview images.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

On the performance of random-projection-based dimensionality reduction for endmember extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Disparity-compensated compressed-sensing reconstruction for multiview images.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Compressed sensing of multiview images using disparity compensation.
Proceedings of the International Conference on Image Processing, 2010

2009
Compressive-Projection Principal Component Analysis.
IEEE Trans. Image Process., 2009

On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2009

Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2009

Block-based graph-cut rate allocation for subband image compression and transmission over wireless networks.
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Evaluation of JP3D for Lossy and Lossless Compression of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Block compressed sensing of images using directional transforms.
Proceedings of the International Conference on Image Processing, 2009

Compressive-Projection Principal Component Analysis and the First Eigenvector.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2008
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition (Hoggar, S.G.; 2006) [Book Review].
IEEE Signal Process. Mag., 2008

Lossy-to-Lossless Compression of Hyperspectral Imagery Using Three-Dimensional TCE and an Integer KLT.
IEEE Geosci. Remote. Sens. Lett., 2008

Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2008

Low-Complexity Principal Component Analysis for Hyperspectral Image Compression.
Int. J. High Perform. Comput. Appl., 2008

Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Parallel Data Compression for Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Anomaly-Based Hyperspectral Image Compression.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Compressive-Projection Principal Component Analysis for the Compression of Hyperspectral Signatures.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007
Rotated Constellations for Video Transmission Over Rayleigh Fading Channels.
IEEE Signal Process. Lett., 2007

Video Coding Using a Complex Wavelet Transform and Set Partitioning.
IEEE Signal Process. Lett., 2007

Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2007

An Overview on Wavelets in Source Coding, Communications, and Networks.
EURASIP J. Image Video Process., 2007

Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Spectral-decorrelation strategies for the compression of hyperspectral imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Hyperspectral image compression with the 3D dual-tree wavelet transform.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression.
Proceedings of the International Conference on Image Processing, 2007

Image coding using a complex dual-tree wavelet transform.
Proceedings of the 15th European Signal Processing Conference, 2007

A Modified BISK Algorithm for 3D Dual-Tree Wavelet Transform Coding.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

2006
Motion Compensation Via Redundant-Wavelet Multihypothesis.
IEEE Trans. Image Process., 2006

3-D video coding with redundant-wavelet multihypothesis.
IEEE Trans. Circuits Syst. Video Technol., 2006

Joint source-channel coding with partially coded index assignment for robust scalable video.
IEEE Signal Process. Lett., 2006

Motion estimation and compensation in the redundant-wavelet domain using triangle meshes.
Signal Process. Image Commun., 2006

Video Coding with Wavelet-Domain Conditional Replenishment and Unequal Error Protection.
Proceedings of the International Conference on Image Processing, 2006

Tarp Filtering of Block-Transform Coefficients for Embedded Image Coding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Analysis of Redundant-Wavelet Multihypothesis for Motion Compensation.
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006

2005
The Redundant Discrete Wavelet Transform and Additive Noise.
IEEE Signal Process. Lett., 2005

JPEG2000 coding strategies for hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Redundant-wavelet watermarking with pixel-wise masking.
Proceedings of the 2005 International Conference on Image Processing, 2005

Joint source-channel coding of scalable video with partially coded index assignment using Reed-Muller codes.
Proceedings of the 2005 International Conference on Image Processing, 2005

Video coding with MC-EZBC and redundant-wavelet multihypothesis.
Proceedings of the 2005 International Conference on Image Processing, 2005

Wavelet-based distributed source coding of video.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Wavelet-based coding of time-varying vector fields of ocean-surface winds.
IEEE Trans. Geosci. Remote. Sens., 2004

Three-dimensional tarp coding for the compression of hyperspectral images.
IEEE Geosci. Remote. Sens. Lett., 2004

Coding of ocean-temperature volumes using binary set splitting with k-d trees.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Shape-adaptive coding using binary set splitting with k-d trees.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Eingebettete Wavelet-basierte Bildkompression: Stand der Technik (Embedded Wavelet-Based Image Compression: State of the Art).
it Inf. Technol., 2003

Embedded wavelet-based compression of hyperspectral imagery using tarp coding.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

3D video coding using redundant-wavelet multihypothesis and motion-compensated temporal filtering.
Proceedings of the 2003 International Conference on Image Processing, 2003

Shape-adaptive tarp coding.
Proceedings of the 2003 International Conference on Image Processing, 2003

Multihypothesis motion compensation in the redundant wavelet domain.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Wavelet transforms for vector fields using omnidirectionally balanced multiwavelets.
IEEE Trans. Signal Process., 2002

A performance analysis of spread-spectrum watermarking based on redundant transforms.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Mesh-based motion estimation and compensation in the wavelet domain using a redundant transform.
Proceedings of the 2002 International Conference on Image Processing, 2002

Joint Embedded Coding of Data and Grid Using First-Generation Wavelet Transforms.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

Omnidirectionally Balanced Multiwavelets for Vector Wavelet Transforms.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

Unequal error protection of embedded multimedia objects for packet-erasure channels.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Embedded wavelet-based coding of three-dimensional oceanographic images with land masses.
IEEE Trans. Geosci. Remote. Sens., 2001

An image-adaptive watermark based on a redundant wavelet transform.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Adaptive vector quantization for efficient zerotree-based coding of video with nonstationary statistics.
IEEE Trans. Circuits Syst. Video Technol., 2000

Wavelet-Based Coding of Three-Dimensional Oceanographic Images Around Land Masses.
Proceedings of the 2000 International Conference on Image Processing, 2000

QccPack: An Open-Source Software Library for Quantization, Compression, and Coding.
Proceedings of the Data Compression Conference, 2000

1998
Generalized threshold replenishment: an adaptive vector quantization algorithm for the coding of nonstationary sources.
IEEE Trans. Image Process., 1998

Video Coding using Perceptually Weighted Vector Zerotrees and Adaptive Vector Quantization.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Video Coding Using Vector Zerotrees and Adaptive Vector Quantization.
Proceedings of the Data Compression Conference, 1998

1997
Image-sequence coding with generalized threshold replenishment: a new algorithm for adaptive vector quantization.
Proceedings of the Visual Information Processing VI, Orlando, FL, USA, April 21, 1997, 1997

Adaptive vector quantization of image sequences using generalized threshold replenishment.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Adaptive Vector Quantization Using Generalized Threshold Replenishment.
Proceedings of the 7th Data Compression Conference (DCC '97), 1997

1995
Real-time video compression using differential vector quantization.
IEEE Trans. Circuits Syst. Video Technol., 1995

Lossless Compression of Volume Data.
Proceedings of the 1994 Symposium on Volume Visualization, 1995

1994
Differential Vector Quantization of Real-Time Video.
Proceedings of the IEEE Data Compression Conference, 1994

1993
Image coding using differential vector quantization image coding using differential vector quantization.
IEEE Trans. Circuits Syst. Video Technol., 1993

Robust, Variable Bit-rate Coding Using Entropy-Based Codebooks.
Proceedings of the IEEE Data Compression Conference, 1993

1991
Compiled Instruction Set Simulation.
Softw. Pract. Exp., 1991


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