David J. Brady

Orcid: 0000-0001-5655-2478

Affiliations:
  • Duke University, Durham, NC, USA


According to our database1, David J. Brady authored at least 60 papers between 1999 and 2024.

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Timeline

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Bibliography

2024
Synthetic Aperture Scatter Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision.
Proc. IEEE, December, 2023

Tracking Anything in Heart All at Once.
CoRR, 2023

Large-scale Global Low-rank Optimization for Computational Compressed Imaging.
CoRR, 2023

Array Camera Image Fusion using Physics-Aware Transformers.
Proceedings of the Imaging Sensors and Systems 2023, 2023

2022
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing.
IEEE J. Sel. Top. Signal Process., 2022

2021
Deep Learning for Camera Autofocus.
IEEE Trans. Computational Imaging, 2021

Snapshot Compressive Imaging: Theory, Algorithms, and Applications.
IEEE Signal Process. Mag., 2021

Compressive Sampling for Array Cameras.
SIAM J. Imaging Sci., 2021

CrossNet++: Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications.
CoRR, 2021

2020
View Synthesis from multi-view RGB data using multilayered representation and volumetric estimation.
Virtual Real. Intell. Hardw., 2020

PANDA: A Gigapixel-Level Human-Centric Video Dataset.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Rank Minimization for Snapshot Compressive Imaging.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Signal decoupling in digital holography via compressive sensing.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

2018
Perceptual Quality Assessment of Immersive Images Considering Peripheral Vision Impact.
CoRR, 2018

2017
Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-Ray Coherent Scatter Imaging.
IEEE Trans. Computational Imaging, 2017

Model-Based Multiscale Gigapixel Image Formation Pipeline on GPU.
IEEE Trans. Computational Imaging, 2017

High-resolution spectral video acquisition.
Frontiers Inf. Technol. Electron. Eng., 2017

Multiscale gigapixel video: A cross resolution image matching and warping approach.
Proceedings of the 2017 IEEE International Conference on Computational Photography, 2017

2016
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world.
IEEE Signal Process. Mag., 2016

Spectrally Grouped Total Variation Reconstruction for Scatter Imaging Using ADMM.
CoRR, 2016

2015
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements.
IEEE Trans. Image Process., 2015

Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements.
SIAM J. Imaging Sci., 2015

Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise.
SIAM J. Imaging Sci., 2015

Compressive Hyperspectral Imaging With Side Information.
IEEE J. Sel. Top. Signal Process., 2015

Feedback stitching for gigapixel video.
J. Electronic Imaging, 2015

Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014
Video Compressive Sensing Using Gaussian Mixture Models.
IEEE Trans. Image Process., 2014

Compressive Coded Aperture Spectral Imaging: An Introduction.
IEEE Signal Process. Mag., 2014

Tree-Structure Bayesian Compressive Sensing for Video.
CoRR, 2014

Low-Cost Compressive Sensing for Color Video and Depth.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Coded aperture x-ray scatter tomography.
Proceedings of the Computational Imaging XII, 2014

Structured illumination for compressive x-ray diffraction tomography.
Proceedings of the Computational Imaging XII, 2014

2013
Coded Hyperspectral Imaging and Blind Compressive Sensing.
SIAM J. Imaging Sci., 2013

Coded aperture compressive temporal imaging
CoRR, 2013

Adaptive temporal compressive sensing for video.
Proceedings of the IEEE International Conference on Image Processing, 2013

Gaussian mixture model for video compressive sensing.
Proceedings of the IEEE International Conference on Image Processing, 2013

Big snapshot stitching with scarce overlap.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

Automated calibration and optical testing of the AWARE-2 gigapixel multiscale camera.
Proceedings of the Digital Photography IX, 2013

Petapixel photography and the limits of camera information capacity.
Proceedings of the Computational Imaging XI, 2013

2012
3D imaging spectroscopy for measuring hyperspectral patterns on solid objects.
ACM Trans. Graph., 2012

Multiscale gigapixel photography.
Nat., 2012

Distributed binary geometric sensor arrays for low-data-throughput human gait biometrics.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

2011
Reconstructing and segmenting hyperspectral images from compressed measurements.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Image formation challenges in the MOSAIC platform.
Proceedings of the Visual Information Processing XX, 2011

2009
Resolution and interpolation of multichannel long wave infrared camera data.
Proceedings of the Computational Imaging VII, 2009

2008
Compression at the Physical Interface.
IEEE Signal Process. Mag., 2008

Fast disambiguation of superimposed images for increased field of view.
Proceedings of the International Conference on Image Processing, 2008

2007
Localization using boundary sensors: An analysis based on graph theory.
ACM Trans. Sens. Networks, 2007

Multiscale reconstruction for computational spectral imaging.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Reconstruction of reflectance spectra using robust nonnegative matrix factorization.
IEEE Trans. Signal Process., 2006

Segmenting object space by geometric reference structures.
ACM Trans. Sens. Networks, 2006

Compressive imaging spectrometers using coded apertures.
Proceedings of the Visual Information Processing XV, 2006

Thin digital imaging systems using focal plane coding.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
Sensor-layer image compression based on the quantized cosine transform.
Proceedings of the Visual Information Processing XIV, 2005

2004
A control system for a hybrid linear actuator for a flush deck hatch.
Proceedings of the 2004 American Control Conference, 2004

2001
Multiplex optics for visual image processing.
Proceedings of the Visual Information Processing X, Orlando, FL, USA, April 16, 2001, 2001

1999
Multidimensional tomographic imaging using volume holography.
Proc. IEEE, 1999

Three-Dimensional Surface Reconstruction of Optical Lambertian Objects Using Cone-Beam Tomography.
Proceedings of the 1999 International Conference on Image Processing, 1999


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