Chin, Sang

Asst Res Professor
Electrical And Computer Engineering

Barton Hall 105
(410) 507-8558
schin12@jhu.edu

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Publications

Journal Articles
  • Chin SP, Tran TD, Tran D, Rangamani A (2018).  A greedy pursuit algorithm for separating signals from nonlinear compressive observations.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2018-April.
  • Rangamani A, Mukherjee A, Basu A, Arora A, Ganapathi T, Chin S, Tran TD (2018).  Sparse Coding and Autoencoders.  IEEE International Symposium on Information Theory - Proceedings.  2018-June.
  • Alemohammad M, Shin J, Tran DN, Stroud JR, Chin SP, Tran TD, Foster MA (2018).  Widefield compressive multiphoton microscopy.  Optics Letters.  43(12).
  • Xiong T, Zhang J, Martinez-Rubio C, Thakur CS, Eskandar EN, Chin SP, Etienne-Cummings R, Tran TD (2018).  An unsupervised compressed sensing algorithm for multi-channel neural recording and spike sorting.  IEEE Transactions on Neural Systems and Rehabilitation Engineering.  26(6).
  • Xiong T, Rattray J, Zhang J, Thakur CS, Chin SP, Tran TD, Etienne-Cummings R (2017).  Spatiotemporal compressed sensing for video compression.  Midwest Symposium on Circuits and Systems.  2017-August.
  • Xiong T, Zhang J, Thakur CS, Rattray J, Chin SP, Tran TD, Etienne-Cummings R (2017).  Live demonstration: A compact all-CMOS spatiotemporal compressed sensing video camera.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Tran DN, Chin SP, Tran TD (2017).  A provable nonconvex model for factoring nonnegative matrices.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Tran DN, Liu L, Tran TD, Chin SP, Korn J, Hoke ET (2017).  Compressive coding via random replicate mirror.  2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings.
  • Yang D, Xiong T, Xu D, Zhou SK, Xu Z, Chen M, Park JH, Grbic S, Tran TD, Chin SP, Metaxas D, Comaniciu D (2017).  Deep image-to-image recurrent network with shape basis learning for automatic vertebra labeling in large-scale 3D CT volumes.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10435 LNCS.
  • Yang D, Xiong T, Xu D, Huang Q, Liu D, Zhou SK, Xu Z, Park JH, Chen M, Tran TD, Chin SP, Metaxas D, Comaniciu D (2017).  Automatic vertebra labeling in large-scale 3D CT using deep image-to-image network with message passing and sparsity regularization.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).  10265 LNCS.
  • Stroud JR, Bosworth BT, Tran DN, Tran TD, Chin S, Foster MA (2016).  72 MHz A-scan optical coherence tomography using continuous high-rate photonically-enabled compressed sensing (CHiRP-CS).  2016 Conference on Lasers and Electro-Optics, CLEO 2016.
  • Kim L, Harer J, Rangamani A, Moran J, Parks PD, Widge A, Eskandar E, Dougherty D, Chin SP (2016).  Predicting local field potentials with recurrent neural networks.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS.  2016-October.
  • Liu L, Tran TD, Chin SP (2016).  Partial face recognition: A sparse representation-based approach.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2016-May.
  • Tran DN, Huang S, Chin SP, Tran TD (2016).  Low-rank matrices recovery via entropy function.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2016-May.
  • Zhang J, Xiong T, Tran T, Chin S, Etienne-Cummings R (2016).  Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure.  Optics Express.  24(8).
  • Mendat DR, Chin S, Furber S, Andreou AG (2016).  Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors.  LASCAS 2016 - 7th IEEE Latin American Symposium on Circuits and Systems, R9 IEEE CASS Flagship Conference.
  • Tran DN, Tran DN, Chin SP, Tran TD (2015).  Local sensing with global recovery.  Proceedings - International Conference on Image Processing, ICIP.  2015-December.
  • Xiong T, Zhang J, Chin S, Tran TD, Etienne-Cummings R (2015).  Compressed sensing block-wise exposure control algorithm using optical flow estimation.  IEEE Biomedical Circuits and Systems Conference: Engineering for Healthy Minds and Able Bodies, BioCAS 2015 - Proceedings.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Ultrawideband RF compressed sensing using spectrally-encoded ultrafast laser pulses.  2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing, CoSeRa 2015.
  • Hamilton L, McConley M, Angermueller K, Goldberg D, Corba M, Kim L, Moran J, Parks PD, Chin S, Widge AS, Dougherty DD, Eskandar EN (2015).  Neural signal processing and closed-loop control algorithm design for an implanted neural recording and stimulation system.  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS.  2015-November.
  • Dao MD, Rangamani A, Chin S, Nguyen NP, Tran TD (2015).  Targeted dot product representation for friend recommendation in online social networks.  Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulses.  Conference on Lasers and Electro-Optics Europe - Technical Digest.  2015-August.
  • Stroud JR, Bosworth BT, Tran DN, McKenna TP, Clark TR, Tran TD, Chin S, Foster MA (2015).  Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals.  Conference on Lasers and Electro-Optics Europe - Technical Digest.  2015-August.
  • Stroud JR, Bosworth BT, Tran DN, McKenna TP, Clark TR, Tran TD, Chin S, Foster MA (2015).  Continuous 119.2-GSample/s photonic compressed sensing of sparse microwave signals.  CLEO: Science and Innovations, CLEO-SI 2015.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive 39.6-gigapixel/s continuous imaging using spectrally-structured ultrafast laser pulse.  CLEO: Science and Innovations, CLEO-SI 2015.
  • Dao M, Suo Y, Chin SP, Tran TD (2015).  Structured sparse representation with low-rank interference.  Conference Record - Asilomar Conference on Signals, Systems and Computers.  2015-April.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  High-speed flow microscopy using compressed sensing with ultrafast laser pulses.  Optics Express.  23(8).
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses.  2015 49th Annual Conference on Information Sciences and Systems, CISS 2015.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Compressive ultrahigh-speed continuous imaging using spectrally structured ultrafast laser pulses.  Proceedings of SPIE - The International Society for Optical Engineering.  9355.
  • Xiong T, Zhang J, Suo Y, Tran DN, Etienne-Cummings R, Chin S, Tran TD (2015).  An unsupervised dictionary learning algorithm for neural recordings.  Proceedings - IEEE International Symposium on Circuits and Systems.  2015-July.
  • Mendat DR, Chin S, Furber S, Andreou AG (2015).  Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture.  2015 49th Annual Conference on Information Sciences and Systems, CISS 2015.
  • Bosworth BT, Stroud JR, Tran DN, Tran TD, Chin S, Foster MA (2015).  Ultrawideband compressed sensing of arbitrary multi-tone sparse radio frequencies using spectrally encoded ultrafast laser pulses.  Optics Letters.  40(13).
  • Tran DN, Xiong T, Chin SP, Tran TD (2015).  Nonnegative matrix factorization with gradient vertex pursuit.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.  2015-August.
  • Xiong T, Suo Y, Zhang J, Liu S, Etienne-Cummings R, Chin S, Tran TD (2014).  A dictionary learning algorithm for multi-channel neural recordings.  IEEE 2014 Biomedical Circuits and Systems Conference, BioCAS 2014 - Proceedings.
  • Tran DN, Chin SP (2014).  Geometric multi-resolution analysis based classification for high dimensional data.  Proceedings of SPIE - The International Society for Optical Engineering.  9097.
  • Zhang J, Suo Y, Mitra S, Chin S, Hsiao S, Yazicioglu RF, Tran TD, Etienne-Cummings R (2014).  An efficient and compact compressed sensing microsystem for implantable neural recordings.  Biomedical Circuits and Systems, IEEE Transactions on.  8(4).  485-496.
  • Zhang J, Suo Y, Mitra S, Chin SP, Hsiao S, Yazicioglu RF, Tran TD, Etienne-Cummings R (2014).  An efficient and compact compressed sensing microsystem for implantable neural recordings.  IEEE Transactions on Biomedical Circuits and Systems.  8(4).
  • Suo Y, Zhang J, Etienne-Cummings R, Tran TD, Chin S (2013).  Energy-efficient two-stage compressed sensing method for implantable neural recordings.  2013 IEEE Biomedical Circuits and Systems Conference, BioCAS 2013.
  • Dao M, Suo Y, Chin S, Tran T (2013).  Video frame interpolation via weighted robust principal component analysis.  ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.
  • Zhang J, Suo Y, Mitra S, Chin SP, Tran TD, Yazicioglu F, Etienne-Cummings R (2013).  Reconstruction of neural action potentials using signal dependent sparse representations.  Proceedings - IEEE International Symposium on Circuits and Systems.
  • Chin SP, Reilly E, Lu L (2012).  Finding structures in large-scale graphs.  Proceedings of SPIE - The International Society for Optical Engineering.  8408.
  • Dao M, Nguyen D, Tran T, Chin S (2012).  Chemical plume detection in hyperspectral imagery via joint sparse representation.  Proceedings - IEEE Military Communications Conference MILCOM.
  • Chen G, Iwen M, Chin S, Maggioni M (2012).  A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements.  2012 IEEE Visual Communications and Image Processing, VCIP 2012.
  • Chin SP (2012).  Application of game theory to sensor resource management.  Johns Hopkins APL Technical Digest (Applied Physics Laboratory).  31(2).
  • Orchard G, Zhang J, Suo Y, Dao M, Nguyen DT, Chin S, Posch C, Tran TD, Etienne-Cummings R (2012).  Real time compressive sensing video reconstruction in hardware.  IEEE Journal on Emerging and Selected Topics in Circuits and Systems.  2(3).
  • Orchard G, Zhang J, Suo Y, Dao M, Nguyen DT, Chin S, Posch C, Tran TD, Etienne-Cummings R (2012).  Real time compressive sensing video reconstruction in hardware.  Emerging and Selected Topics in Circuits and Systems, IEEE Journal on.  2(3).  604-615.
  • Nguyen DT, Chen Y, Tran TD, Chin SP (2011).  Simultaneous sparse recovery for unsupervised hyperspectral unmixing.  Proceedings of SPIE - The International Society for Optical Engineering.  8048.
  • Rogers DJ, Elkis R, Chin S, Wayne MA (2011).  Compressive RF sensing using a physical source of entropy.  IEEE Workshop on Statistical Signal Processing Proceedings.
  • Chin SH (2009).  On application of game theory for understanding trust in networks.  2009 International Symposium on Collaborative Technologies and Systems, CTS 2009.
  • Chin SP (2009).  Game-theoretic homological sensor resource management for SSA.  Proceedings of SPIE - The International Society for Optical Engineering.  7330.
Conference Proceedings
  • Xiong T, Suo Y, Zhang J, Liu S, Etienne-Cummings R, Chin S, Tran TD (2014).  A dictionary learning algorithm for multi-channel neural recordings.  Biomedical Circuits and Systems Conference (BioCAS), 2014 IEEE.  9-12.
  • Zhang J, Suo Y, Mitra S, Chin S, Tran TD, Yazicioglu F, Etienne-Cummings R (2013).  Reconstruction of neural action potentials using signal dependent sparse representations.  Circuits and Systems (ISCAS), 2013 IEEE International Symposium on.  1520-1523.
  • Suo Y, Zhang J, Etienne-Cummings R, Tran TD, Chin S (2013).  Energy-efficient two-stage compressed sensing method for implantable neural recordings.  Biomedical Circuits and Systems Conference (BioCAS), 2013 IEEE.  150-153.
Patents
  • Bosworth B, Chin S, Foster M, Stroud J, Tran D, Tran T  "Compressive Imaging Systems and Methods", 2016.
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