David J. Brady

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 26

Top Topics

Compressive Sensing

Hyperspectral Imaging

Signal Recovery

Top Venues

SIAM J. Imaging Sci.

Computational Imaging

IEEE Trans. Computational Imaging

Publications

Qian Huang, Zhipeng Dong, Gregory Nero, Yuzuru Takashima, Timothy J. Schulz, David J. Brady
Synthetic Aperture Scatter Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision. Proc. IEEE 111 (12) (2023)
Qian Huang, Minghao Hu, David J. Brady
Array Camera Image Fusion using Physics-Aware Transformers. Imaging Sensors and Systems (2023)
Chengkang Shen, Hao Zhu, You Zhou, Yu Liu, Si Yi, Lili Dong, Weipeng Zhao, David J. Brady, Xun Cao, Zhan Ma, Yi Lin
Tracking Anything in Heart All at Once. CoRR (2023)
Daoyu Li, Hanwen Xu, Miao Cao, Xin Yuan, David J. Brady, Liheng Bian
Large-scale Global Low-rank Optimization for Computational Compressed Imaging. CoRR (2023)
Xin Yuan, David J. Brady, Jinli Suo, Henry Arguello, Miguel Rodrigues, Aggelos K. Katsaggelos
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. IEEE J. Sel. Top. Signal Process. 16 (4) (2022)
Xuefei Yan, David J. Brady, Weiping Zhang, Changzhi Yu, Yulin Jiang, Jianqiang Wang, Chao Huang, Zian Li, Zhan Ma
Compressive Sampling for Array Cameras. SIAM J. Imaging Sci. 14 (1) (2021)
Jinli Suo, Weihang Zhang, Jin Gong, Xin Yuan, David J. Brady, Qionghai Dai
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision. CoRR (2021)
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications. CoRR (2021)
Chengyu Wang, Qian Huang, Ming Cheng, Zhan Ma, David J. Brady
Deep Learning for Camera Autofocus. IEEE Trans. Computational Imaging 7 (2021)
Yang Tan, Haitian Zheng, Yinheng Zhu, Xiaoyun Yuan, Xing Lin, David J. Brady, Lu Fang
CrossNet++: Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Xin Yuan, David J. Brady, Aggelos K. Katsaggelos
Snapshot Compressive Imaging: Theory, Algorithms, and Applications. IEEE Signal Process. Mag. 38 (2) (2021)
Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang
PANDA: A Gigapixel-Level Human-Centric Video Dataset. CVPR (2020)
Xueyang Wang, Xiya Zhang, Yinheng Zhu, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David J. Brady, Qionghai Dai, Lu Fang
PANDA: A Gigapixel-level Human-centric Video Dataset. CoRR (2020)
Zhaoqi Su, Tiansong Zhou, Kun Li, David J. Brady, Yebin Liu
View Synthesis from multi-view RGB data using multilayered representation and volumetric estimation. Virtual Real. Intell. Hardw. 2 (1) (2020)
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
Rank Minimization for Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Wenhui Zhang, Liangcai Cao, Hua Zhang, Guofan Jin, David J. Brady
Signal decoupling in digital holography via compressive sensing. ISIE (2019)
Peiyao Guo, Qiu Shen, Zhan Ma, David J. Brady, Yao Wang
Perceptual Quality Assessment of Immersive Images Considering Peripheral Vision Impact. CoRR (2018)
Yang Liu, Xin Yuan, Jin-Li Suo, David J. Brady, Qionghai Dai
Rank Minimization for Snapshot Compressive Imaging. CoRR (2018)
Linsen Chen, Tao Yue, Xun Cao, Zhan Ma, David J. Brady
High-resolution spectral video acquisition. Frontiers Inf. Technol. Electron. Eng. 18 (9) (2017)
Qian Gong, Esteban Vera, Dathon R. Golish, Steven D. Feller, David J. Brady, Michael E. Gehm
Model-Based Multiscale Gigapixel Image Formation Pipeline on GPU. IEEE Trans. Computational Imaging 3 (3) (2017)
Xiaoyun Yuan, Lu Fang, Qionghai Dai, David J. Brady, Yebin Liu
Multiscale gigapixel video: A cross resolution image matching and warping approach. ICCP (2017)
Ikenna Odinaka, Joseph A. O'Sullivan, David G. Politte, Kenneth P. MacCabe, Yan Kaganovsky, Joel A. Greenberg, Manu N. Lakshmanan, Kalyani Krishnamurthy, Anuj J. Kapadia, Lawrence Carin, David J. Brady
Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-Ray Coherent Scatter Imaging. IEEE Trans. Computational Imaging 3 (4) (2017)
Ikenna Odinaka, Joseph A. O'Sullivan, David G. Politte, Kenneth P. MacCabe, Yan Kaganovsky, Joel A. Greenberg, Manu N. Lakshmanan, Kalyani Krishnamurthy, Anuj J. Kapadia, Lawrence Carin, David J. Brady
Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-ray Coherent Scatter Imaging. CoRR (2016)
Ikenna Odinaka, Yan Kaganovsky, Joel A. Greenberg, Mehadi Hassan, David G. Politte, Joseph A. O'Sullivan, Lawrence Carin, David J. Brady
Spectrally Grouped Total Variation Reconstruction for Scatter Imaging Using ADMM. CoRR (2016)
Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world. IEEE Signal Process. Mag. 33 (5) (2016)
Liming Wang, Jiaji Huang, Xin Yuan, Kalyani Krishnamurthy, Joel A. Greenberg, Volkan Cevher, Miguel R. D. Rodrigues, David J. Brady, A. Robert Calderbank, Lawrence Carin
Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements. SIAM J. Imaging Sci. 8 (3) (2015)
Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements. IEEE Trans. Image Process. 24 (1) (2015)
Yan Kaganovsky, Soysal Degirmenci, Shaobo Han, Ikenna Odinaka, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography. Medical Imaging: Image Processing (2015)
Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David J. Brady, Lawrence Carin
Compressive Hyperspectral Imaging With Side Information. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Yan Kaganovsky, Shaobo Han, Soysal Degirmenci, David G. Politte, David J. Brady, Joseph A. O'Sullivan, Lawrence Carin
Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise. SIAM J. Imaging Sci. 8 (3) (2015)
Daniel L. Marks, Lauren M. Bange, David J. Brady
Feedback stitching for gigapixel video. J. Electronic Imaging 24 (6) (2015)
Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David J. Brady, Lawrence Carin
Compressive Hyperspectral Imaging with Side Information. CoRR (2015)
Gonzalo R. Arce, David J. Brady, Lawrence Carin, Henry Arguello, David S. Kittle
Compressive Coded Aperture Spectral Imaging: An Introduction. IEEE Signal Process. Mag. 31 (1) (2014)
Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin
Low-Cost Compressive Sensing for Color Video and Depth. CoRR (2014)
Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
Video Compressive Sensing Using Gaussian Mixture Models. IEEE Trans. Image Process. 23 (11) (2014)
Joel A. Greenberg, David J. Brady
Structured illumination for compressive x-ray diffraction tomography. Computational Imaging (2014)
Xin Yuan, Patrick Llull, David J. Brady, Lawrence Carin
Tree-Structure Bayesian Compressive Sensing for Video. CoRR (2014)
Andrew D. Holmgren, Kenneth P. MacCabe, Martin P. Tornai, David J. Brady
Coded aperture x-ray scatter tomography. Computational Imaging (2014)
Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin
Low-Cost Compressive Sensing for Color Video and Depth. CVPR (2014)
Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
Adaptive temporal compressive sensing for video. ICIP (2013)
Alexandros-Stavros Iliopoulos, Jun Hu, Nikos Pitsianis, Xiaobai Sun, Michael E. Gehm, David J. Brady
Big snapshot stitching with scarce overlap. HPEC (2013)
Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
Adaptive Temporal Compressive Sensing for Video CoRR (2013)
David S. Kittle, Daniel L. Marks, David J. Brady
Automated calibration and optical testing of the AWARE-2 gigapixel multiscale camera. Digital Photography (2013)
David J. Brady, Daniel L. Marks, Steven D. Feller, Michael E. Gehm, Dathon R. Golish, Esteban Vera, David S. Kittle
Petapixel photography and the limits of camera information capacity. Computational Imaging (2013)
Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady
Coded aperture compressive temporal imaging CoRR (2013)
Ajit Rajwade, David S. Kittle, Tsung-Han Tsai, David J. Brady, Lawrence Carin
Coded Hyperspectral Imaging and Blind Compressive Sensing. SIAM J. Imaging Sci. 6 (2) (2013)
Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin
Gaussian mixture model for video compressive sensing. ICIP (2013)
David J. Brady, Michael E. Gehm, Ronald A. Stack, Daniel L. Marks, David S. Kittle, Dathon R. Golish, Esteban Vera, Steven D. Feller
Multiscale gigapixel photography. Nat. 486 (7403) (2012)
Tianyao Yue, Qi Hao, David J. Brady
Distributed binary geometric sensor arrays for low-data-throughput human gait biometrics. SAM (2012)
Min H. Kim, Holly E. Rushmeier, Julie Dorsey, Todd Alan Harvey, Richard O. Prum, David S. Kittle, David J. Brady
3D imaging spectroscopy for measuring hyperspectral patterns on solid objects. ACM Trans. Graph. 31 (4) (2012)
Michael E. Gehm, Dathon R. Golish, Esteban Vera, Joonku Hahn, Daniel L. Marks, David J. Brady
Image formation challenges in the MOSAIC platform. Visual Information Processing (2011)
Qiang Zhang, Robert J. Plemmons, David S. Kittle, David J. Brady, Sudhakar Prasad
Reconstructing and segmenting hyperspectral images from compressed measurements. WHISPERS (2011)
Andrew D. Portnoy, David J. Brady
Resolution and interpolation of multichannel long wave infrared camera data. Computational Imaging (2009)
Dennis Healy, David J. Brady
Compression at the Physical Interface. IEEE Signal Process. Mag. 25 (2) (2008)
Roummel F. Marcia, Changsoon Kim, Jungsang Kim, David J. Brady, Rebecca Willett
Fast disambiguation of superimposed images for increased field of view. ICIP (2008)
Yunhui Zheng, David J. Brady, Pankaj K. Agarwal
Localization using boundary sensors: An analysis based on graph theory. ACM Trans. Sens. Networks 3 (4) (2007)
Rebecca M. Willett, Michael E. Gehm, David J. Brady
Multiscale reconstruction for computational spectral imaging. Computational Imaging (2007)
A. Ben Hamza, David J. Brady
Reconstruction of reflectance spectra using robust nonnegative matrix factorization. IEEE Trans. Signal Process. 54 (9) (2006)
Pankaj K. Agarwal, David J. Brady, Jirí Matousek
Segmenting object space by geometric reference structures. ACM Trans. Sens. Networks 2 (4) (2006)
Andrew D. Portnoy, Nikos P. Pitsianis, David J. Brady, Junpeng Guo, Michael A. Fiddy, Michael R. Feldman, Robert D. Te Kolste
Thin digital imaging systems using focal plane coding. Computational Imaging (2006)
David J. Brady, Michael E. Gehm
Compressive imaging spectrometers using coded apertures. Visual Information Processing (2006)
Nikos P. Pitsianis, David J. Brady, Xiaobai Sun
Sensor-layer image compression based on the quantized cosine transform. Visual Information Processing (2005)
Musoke H. Sendaula, Saroj K. Biswas, Joseph P. Teter, David J. Brady
A control system for a hybrid linear actuator for a flush deck hatch. ACC (2004)
David J. Brady
Multiplex optics for visual image processing. Visual Information Processing (2001)
George Barbastathis, David J. Brady
Multidimensional tomographic imaging using volume holography. Proc. IEEE 87 (12) (1999)
Amy J. Johnson, David C. Munson Jr., Ronald A. Stack, David J. Brady, Daniel L. Marks
Three-Dimensional Surface Reconstruction of Optical Lambertian Objects Using Cone-Beam Tomography. ICIP (2) (1999)