S. Chin

发表

High-speed flow microscopy using compressed sensing with ultrafast laser pulses.

Mark A Foster, Sang Chin, Trac D Tran, 2015, Optics express.

Reducing Sampling Ratios Improves Bagging in Sparse Regression.

T. Tran, S. Chin, Luoluo Liu, 2018 .

Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, MICCAI.

Ultrawideband RF compressed sensing using spectrally-encoded ultrafast laser pulses

T. Tran, M. Foster, B. Bosworth, 2015, 2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa).

NONCONVEX MODEL FOR FACTORING NONNEGATIVE MATRICES

D. Tran, S. Chin, 2017 .

Sparse Coding and Autoencoders

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, 2018 IEEE International Symposium on Information Theory (ISIT).

Critical Points Of An Autoencoder Can Provably Recover Sparsely Used Overcomplete Dictionaries pdf

Trac D. Tran, Sang Peter Chin, Ashish Arora, 2017, ArXiv.

Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization pdf

Daguang Xu, Dorin Comaniciu, Shaohua Kevin Zhou, 2017, IPMI.

An Unsupervised Compressed Sensing Algorithm for Multi-Channel Neural Recording and Spike Sorting

Ralph Etienne-Cummings, Trac D. Tran, Emad N. Eskandar, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

An unsupervised dictionary learning algorithm for neural recordings

Ralph Etienne-Cummings, Trac D. Tran, Dung N. Tran, 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

Low-rank matrices recovery via entropy function

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Video frame interpolation via weighted robust principal component analysis

Trac D. Tran, Minh Dao, Yuanming Suo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Real Time Compressive Sensing Video Reconstruction in Hardware

Ralph Etienne-Cummings, Garrick Orchard, Trac D. Tran, 2012, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Geometric multi-resolution analysis based classification for high dimensional data

Dung N. Tran, Sang Peter Chin, D. Tran, 2014, Defense + Security Symposium.

A minimally invasive lens-free computational microendoscope

Mark A Foster, Sang Chin, Trac D Tran, 2019, Science Advances.

Compressive ultrahigh-speed continuous imaging using spectrally structured ultrafast laser pulses

Dung N. Tran, Mark A. Foster, Sang Chin, 2015, Photonics West - Lasers and Applications in Science and Engineering.

A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface

Jan Van der Spiegel, Ralph Etienne-Cummings, Trac D. Tran, 2016, IEEE Transactions on Biomedical Circuits and Systems.

Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure.

Jie Zhang, Ralph Etienne-Cummings, Tao Xiong, 2016, Optics express.

Reducing Sampling Ratios and Increasing Number of Estimates Improve Bagging in Sparse Regression

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 53rd Annual Conference on Information Sciences and Systems (CISS).

JOBS: Joint-Sparse Optimization from Bootstrap Samples

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2018, 2019 IEEE International Symposium on Information Theory (ISIT).

Partial face recognition: A sparse representation-based approach

Trac D. Tran, Sang Peter Chin, Luoluo Liu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Targeted Dot Product Representation for friend recommendation in online social networks

Trac D. Tran, Nam P. Nguyen, Minh Dao, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements

Guangliang Chen, Mauro Maggioni, Mark A. Iwen, 2012, 2012 Visual Communications and Image Processing.

Spatiotemporal compressed sensing for video compression

Ralph Etienne-Cummings, Trac D. Tran, Jie Zhang, 2017, 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS).

Local sensing with global recovery

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Compressed sensing block-wise exposure control algorithm using optical flow estimation

Ralph Etienne-Cummings, Trac D. Tran, Sang Peter Chin, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Energy-Efficient Multi-Mode Compressed Sensing System for Implantable Neural Recordings

Ralph Etienne-Cummings, Trac D. Tran, Yuanming Suo, 2014, IEEE Transactions on Biomedical Circuits and Systems.

Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing

Ralph Etienne-Cummings, Xiao Wang, Trac D. Tran, 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS).

Nonnegative matrix factorization with gradient vertex pursuit

Trac D. Tran, Dung N. Tran, Sang Peter Chin, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).