James E. Fowler
Orcid: 0000-0003-2005-405X
According to our database1,
James E. Fowler
authored at least 142 papers
between 1991 and 2025.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2017, "For contributions to lossy source coding and dimensionality reduction of multidimensional data".
Timeline
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Online presence:
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On csauthors.net:
Bibliography
2025
IEEE Trans. Computational Imaging, 2025
2024
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring.
CoRR, 2024
2023
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
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
IEEE Geosci. Remote. Sens. Lett., 2017
Spatial Logistic Regression for Support-Vector Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017
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
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 Data Compression Conference, 2016
2015
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
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
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
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
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
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
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
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
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
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
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
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
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
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
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010
2009
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
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
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
IEEE Geosci. Remote. Sens. Lett., 2008
Int. J. High Perform. Comput. Appl., 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
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
IEEE Signal Process. Lett., 2007
IEEE Signal Process. Lett., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
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
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007
2006
IEEE Trans. Image Process., 2006
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
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006
2005
IEEE Signal Process. Lett., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
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
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
IEEE Trans. Geosci. Remote. Sens., 2004
IEEE Geosci. Remote. Sens. Lett., 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
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
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
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
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
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002
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
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
Proceedings of the 2000 International Conference on Image Processing, 2000
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
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
Proceedings of the 7th Data Compression Conference (DCC '97), 1997
1995
IEEE Trans. Circuits Syst. Video Technol., 1995
Proceedings of the 1994 Symposium on Volume Visualization, 1995
1994
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
Proceedings of the IEEE Data Compression Conference, 1993
1991