James E. Fowler

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 20

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

ICIP

Publications

Zhen Ye, Cuiling Li, Qingxin Liu, Lin Bai, James E. Fowler
Computationally Lightweight Hyperspectral Image Classification Using a Multiscale Depthwise Convolutional Network With Channel Attention. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
W. Clem Karl, James E. Fowler, Charles A. Bouman, Müjdat Çetin, Brendt Wohlberg, Jong Chul Ye
The Foundations of Computational Imaging: A signal processing perspective. IEEE Signal Process. Mag. 40 (5) (2023)
Zhen Ye, Tao Sun, Zhan Cao, Lin Bai, James E. Fowler
Few-Shot Learning Using Residual Channel Attention and Prototype Domain Adaptation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhen Ye, Tao Sun, Shihao Shi, Lin Bai, James E. Fowler
Local-Global Active Learning Based on a Graph Convolutional Network for Semi-Supervised Classification of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zoe M. Fowler, James E. Fowler, Agnieszka Miguel
Multiresolution DECOLOR for camouflaged moving foreground detection using a redundant wavelet transform. Computational Imaging (2022)
Zhen Ye, Cuiling Li, Qingxin Liu, Lin Bai, James E. Fowler
Multiscale Spatial-Spectral Feature Extraction Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jinhuan Xu, James E. Fowler, Liang Xiao
Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Na Liu, Lu Li, Wei Li, Ran Tao, James E. Fowler, Jocelyn Chanussot
Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Na Liu, Wei Li, Ran Tao, James E. Fowler
Wavelet-Domain Low-Rank/Group-Sparse Destriping for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Meng Lv, James E. Fowler, Ling Jing
Spatial Functional Data Analysis for the Spatial-Spectral Classification of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 16 (6) (2019)
Na Liu, Wei Li, Ran Tao, James E. Fowler, Lina Yang
Hyperspectral Stripes Removal With Wavelet-Domain Low-Rank/Group-Sparse Decomposition. WHISPERS (2019)
Vineetha Menon, Qian Du, James E. Fowler
Random Hadamard Projections for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
James E. Fowler
A Brief Message From the New Editor-In-Chief. IEEE Signal Process. Lett. 24 (2) (2017)
James E. Fowler
Compression of Virtual-Machine Memory in Dynamic Malware Analysis. J. Digit. Forensics Secur. Law 12 (1) (2017)
Wu Liu, James E. Fowler, Chunhui Zhao
Spatial Logistic Regression for Support-Vector Classification of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
James E. Fowler
Delta Encoding of Virtual-Machine Memory in the Dynamic Analysis of Malware. DCC (2016)
Jinhuan Wen, James E. Fowler, Mingyi He, Yong-Qiang Zhao, Chengzhi Deng, Vineetha Menon
Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Vineetha Menon, Qian Du, James E. Fowler
Random-projection-based nonnegative least squares for hyperspectral image unmixing. WHISPERS (2016)
Vineetha Menon, Qian Du, James E. Fowler
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction. IEEE Geosci. Remote. Sens. Lett. 13 (9) (2016)
Vineetha Menon, Qian Du, James E. Fowler
Hadamard-Walsh random projection for hyperspectral image classification. IGARSS (2016)
Vineetha Menon, Saurabh Prasad, James E. Fowler
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. ICIP (2015)
James E. Fowler
Decentralized reconstruction from compressive random projections driven by principal components. EUSIPCO (2015)
Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Wei Li, Eric W. Tramel, Saurabh Prasad, James E. Fowler
Nearest Regularized Subspace for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 52 (1) (2014)
Maria Trocan, Eric W. Tramel, James E. Fowler, Béatrice Pesquet
Compressed-sensing recovery of multiview image and video sequences using signal prediction. Multim. Tools Appl. 72 (1) (2014)
Qian Du, Nam Hoai Ly, James E. Fowler
An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Nam Hoai Ly, Qian Du, James E. Fowler
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Nam Hoai Ly, Qian Du, James E. Fowler, Nicolas H. Younan
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs. WHISPERS (2014)
Zhen Ye, Mingyi He, James E. Fowler, Qian Du
Hyperspectral image classification based on spectra derivative features and locality preserving analysis. ChinaSIP (2014)
Saurabh Prasad, Minshan Cui, Wei Li, James E. Fowler
Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Nam Hoai Ly, Qian Du, James E. Fowler
Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Saurabh Prasad, Hao Wu, James E. Fowler
Compressive data fusion for multi-sensor image analysis. ICIP (2014)
Chen Chen, Wei Li, Eric W. Tramel, James E. Fowler
Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction. IEEE Trans. Geosci. Remote. Sens. 52 (1) (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Chen Chen, Wei Li, Eric W. Tramel, Minshan Cui, Saurabh Prasad, James E. Fowler
Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
James E. Fowler
Compressive pushbroom and whiskbroom sensing for hyperspectral remote-sensing imaging. ICIP (2014)
Wei Li, Saurabh Prasad, Eric W. Tramel, James E. Fowler, Qian Du
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. ChinaSIP (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Wei Li, Saurabh Prasad, James E. Fowler
Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Sungkwang Mun, James E. Fowler
Motion-compensated compressed-sensing reconstruction for dynamic MRI. ICIP (2013)
Wei Li, Saurabh Prasad, James E. Fowler
Classification and Reconstruction From Random Projections for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51 (2) (2013)
Nam Hoai Ly, Qian Du, James E. Fowler
Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-2) (2013)
Wei Li, Saurabh Prasad, James E. Fowler, Minshan Cui
Locality-preserving nonnegative matrix factorization for hyperspectral image classification. IGARSS (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 50 (4) (2012)
Chen Chen, James E. Fowler
Single-image super-resolution using multihypothesis prediction. ACSCC (2012)
Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery. WHISPERS (2012)
Qian Du, Nam Hoai Ly, James E. Fowler
An operational approach for hyperspectral image compression. IGARSS (2012)
Wei Li, Saurabh Prasad, Zhen Ye, James E. Fowler, Minshan Cui
Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information. IGARSS (2012)
James E. Fowler, Qian Du
Anomaly Detection and Reconstruction From Random Projections. IEEE Trans. Image Process. 21 (1) (2012)
Saurabh Prasad, Wei Li, James E. Fowler, Lori M. Bruce
Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 50 (9) (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Qian Du
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS (2012)
James E. Fowler, Sungkwang Mun, Eric W. Tramel
Block-Based Compressed Sensing of Images and Video. Found. Trends Signal Process. 4 (4) (2012)
Sungkwang Mun, James E. Fowler
DPCM for quantized block-based compressed sensing of images. EUSIPCO (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS (2011)
James E. Fowler, Sungkwang Mun, Eric W. Tramel
Multiscale block compressed sensing with smoothed projected Landweber reconstruction. EUSIPCO (2011)
Chen Chen, Eric W. Tramel, James E. Fowler
Compressed-sensing recovery of images and video using multihypothesis predictions. ACSCC (2011)
Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 8 (5) (2011)
Wei Li, James E. Fowler
Decoder-side dimensionality determination for compressive-projection principal component analysis of hyperspectral data. ICIP (2011)
Wei Zhu, Qian Du, James E. Fowler
Multitemporal Hyperspectral Image Compression. IEEE Geosci. Remote. Sens. Lett. 8 (3) (2011)
Sungkwang Mun, James E. Fowler
Residual Reconstruction for Block-Based Compressed Sensing of Video. DCC (2011)
Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. WHISPERS (2011)
Qian Du, James E. Fowler, Ben Ma
Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection. IGARSS (2011)
Eric W. Tramel, James E. Fowler
Video Compressed Sensing with Multihypothesis. DCC (2011)
Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu
Multistage compressed-sensing reconstruction of multiview images. MMSP (2010)
Sungkwang Mun, James E. Fowler
Block Compressed Sensing of Images Using Directional Transforms. DCC (2010)
Maria Trocan, Thomas Maugey, James E. Fowler, Béatrice Pesquet-Popescu
Disparity-compensated compressed-sensing reconstruction for multiview images. ICME (2010)
Qian Du, James E. Fowler
On the performance of random-projection-based dimensionality reduction for endmember extraction. IGARSS (2010)
Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu
Compressed sensing of multiview images using disparity compensation. ICIP (2010)
Jing Zhang, James E. Fowler, Nicolas H. Younan, Guizhong Liu
Evaluation of JP3D for Lossy and Lossless Compression of Hyperspectral Imagery. IGARSS (4) (2009)
James E. Fowler
Compressive-Projection Principal Component Analysis and the First Eigenvector. DCC (2009)
James E. Fowler, Qian Du, Wei Zhu, Nicolas H. Younan
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery. IGARSS (5) (2009)
Sungkwang Mun, James E. Fowler
Block compressed sensing of images using directional transforms. ICIP (2009)
Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler, Charles Yaacoub
Block-based graph-cut rate allocation for subband image compression and transmission over wireless networks. MobiMedia (2009)
Qian Du, Wei Zhu, He Yang, James E. Fowler
Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
James E. Fowler
Compressive-Projection Principal Component Analysis. IEEE Trans. Image Process. 18 (10) (2009)
Qian Du, James E. Fowler, Wei Zhu
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 47 (1-1) (2009)
Qian Du, Wei Zhu, James E. Fowler
Anomaly-Based Hyperspectral Image Compression. IGARSS (2) (2008)
Jing Zhang, James E. Fowler, Qian Du, Guizhong Liu
Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery. IGARSS (2) (2008)
James E. Fowler
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition (Hoggar, S.G.; 2006) [Book Review]. IEEE Signal Process. Mag. 25 (4) (2008)
Qian Du, Wei Zhu, James E. Fowler
Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 5 (4) (2008)
He Yang, Qian Du, Wei Zhu, Ioana Banicescu, James E. Fowler
Parallel Data Compression for Hyperspectral Imagery. IGARSS (2) (2008)
James E. Fowler
Compressive-Projection Principal Component Analysis for the Compression of Hyperspectral Signatures. DCC (2008)
Jing Zhang, James E. Fowler, Guizhong Liu
Lossy-to-Lossless Compression of Hyperspectral Imagery Using Three-Dimensional TCE and an Integer KLT. IEEE Geosci. Remote. Sens. Lett. 5 (4) (2008)
Qian Du, James E. Fowler
Low-Complexity Principal Component Analysis for Hyperspectral Image Compression. Int. J. High Perform. Comput. Appl. 22 (4) (2008)
Joseph B. Boettcher, Qian Du, James E. Fowler
Hyperspectral image compression with the 3D dual-tree wavelet transform. IGARSS (2007)
James E. Fowler, Béatrice Pesquet-Popescu
An Overview on Wavelets in Source Coding, Communications, and Networks. EURASIP J. Image Video Process. 2007 (2007)
Qian Du, Wei Zhu, James E. Fowler
Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression. SiPS (2007)
Hrishikesh Tamhankar, James E. Fowler
Spectral-decorrelation strategies for the compression of hyperspectral imagery. IGARSS (2007)
Joseph B. Boettcher, James E. Fowler
A Modified BISK Algorithm for 3D Dual-Tree Wavelet Transform Coding. DCC (2007)
Qian Du, James E. Fowler
Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 4 (2) (2007)
Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler
Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression. ICIP (3) (2007)
Joseph B. Boettcher, James E. Fowler
Video Coding Using a Complex Wavelet Transform and Set Partitioning. IEEE Signal Process. Lett. 14 (9) (2007)
James E. Fowler, Joseph B. Boettcher, Béatrice Pesquet-Popescu
Image coding using a complex dual-tree wavelet transform. EUSIPCO (2007)
Georgia Feideropoulou, Maria Trocan, James E. Fowler, Béatrice Pesquet-Popescu, Jean-Claude Belfiore
Rotated Constellations for Video Transmission Over Rayleigh Fading Channels. IEEE Signal Process. Lett. 14 (9) (2007)
James E. Fowler, Marco Tagliasacchi, Béatrice Pesquet-Popescu
Video Coding with Wavelet-Domain Conditional Replenishment and Unequal Error Protection. ICIP (2006)
Yonghui Wang, Suxia Cui, James E. Fowler
3-D video coding with redundant-wavelet multihypothesis. IEEE Trans. Circuits Syst. Video Technol. 16 (2) (2006)
James E. Fowler, Suxia Cui, Yonghui Wang
Motion Compensation Via Redundant-Wavelet Multihypothesis. IEEE Trans. Image Process. 15 (10) (2006)
Georgia Feideropoulou, Maria Trocan, James E. Fowler, Béatrice Pesquet-Popescu, Jean-Claude Belfiore
Joint source-channel coding with partially coded index assignment for robust scalable video. IEEE Signal Process. Lett. 13 (4) (2006)

James E. Fowler.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

James E. Fowler