Samuel Cheng

ORCID

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 35

Top Venues

CoRR

DCC

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Commun.

Publications

Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic, Qingjiang Shi
How Likely is a Random Network Graph Shift-Enabled? IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Peng Xiao, Samuel Cheng
Bayesian Federated Neural Matching that Completes Full Information. CoRR (2022)
Zhihao Zhao, Samuel Cheng, Lihua Li
Robust depth estimation on real-world light field images using Gaussian belief propagation. Image Vis. Comput. 122 (2022)
Zhihao Zhao, Samuel Cheng
Capsule networks with non-iterative cluster routing. CoRR (2021)
Zhihao Zhao, Samuel Cheng
Capsule networks with non-iterative cluster routing. Neural Networks 143 (2021)
Liyan Chen, Samuel Cheng, Kanghang He, Vladimir Stankovic, Lina Stankovic
Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary? IEEE Access 9 (2021)
Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
How likely is a random graph shift-enabled? CoRR (2021)
Bowei Shan, Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang
Depth-First Decoding of Distributed Arithmetic Codes for Uniform Binary Sources. DCC (2020)
Qinhui Sun, Samuel Cheng
6D Object Pose Estimation by Visual Descriptor. RICAI (2020)
Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Distinct Feature Extraction for Video-Based Gait Phase Classification. IEEE Trans. Multim. 22 (5) (2020)
Peng Xiao, Samuel Cheng
Probabilistic Federated Learning of Neural Networks Incorporated with Global Posterior Information. CoRR (2020)
Peng Xiao, Samuel Cheng, Vladimir Stankovic, Dejan Vukobratovic
Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning. Entropy 22 (3) (2020)
Xinyue Li, Samuel Cheng
Human Outline Reconstruction in Depth Prediction. SPAC (2019)
Peng Xiao, Samuel Cheng
Neural Network for NILM Based on Operational State Change Classification. CoRR (2019)
Kanghang He, Dusan Jakovetic, Bochao Zhao, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 10 (6) (2019)
Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations. IEEE Signal Process. Lett. 25 (9) (2018)
Deepthi Gopi, Samuel Cheng, Robert C. Huck
Comparative analysis of SDN and conventional networks using routing protocols. CITS (2017)
Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Gait phase classification for in-home gait assessment. ICME (2017)
Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe, Samuel Cheng
Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics. IEEE Access 4 (2016)
Yuchen Qiu, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng
Computer-aided classification of mammographic masses using the deep learning technology: a preliminary study. Medical Imaging: Computer-Aided Diagnosis (2016)
Faranak Aghaei, Maxine Tan, Alan B. Hollingsworth, Bin Zheng, Samuel Cheng
Computer-aided global breast MR image feature analysis for prediction of tumor response to chemotherapy: performance assessment. Medical Imaging: Computer-Aided Diagnosis (2016)
Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang
Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources. IEEE Trans. Commun. 64 (10) (2016)
Lei Yang, Shuang Wang, Xiaoqian Jiang, Samuel Cheng, Hyeon-Eui Kim
PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe. BMC Medical Informatics Decis. Mak. 16 (S-3) (2016)
Aminmohammad Roozgard, Nafise Barzigar, Pramode K. Verma, Samuel Cheng
Genomic Data Privacy Protection using Compressed Sensing. Trans. Data Priv. 9 (1) (2016)
Lei Yang, Samuel Cheng, Pramode K. Verma, Shuang Wang
Text Search: Towards Fast Text Localization in Scene Images. ISM (2016)
Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang
Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources. IEEE Trans. Commun. 64 (3) (2016)
Nafise Barzigar, Aminmohammad Roozgard, Pramode K. Verma, Samuel Cheng
A Video Super-Resolution Framework Using SCoBeP. IEEE Trans. Circuits Syst. Video Technol. 26 (2) (2016)
Yuchen Qiu, Yunzhi Wang, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng
An initial investigation on developing a new method to predict short-term breast cancer risk based on deep learning technology. Medical Imaging: Computer-Aided Diagnosis (2016)
Andrei Sechelea, Adrian Munteanu, Samuel Cheng, Nikos Deligiannis
The Rate Loss in Binary Source Coding with Decoder Side Information. DCC (2016)
Andrei Sechelea, Adrian Munteanu, Samuel Cheng, Nikos Deligiannis
On the Rate-Distortion Function for Binary Source Coding With Side Information. IEEE Trans. Commun. 64 (12) (2016)
Penghui Jiang, Shengjie Zhao, Samuel Cheng
Rotational invariant LBP-SURF for fast and robust image matching. ICSPCS (2015)
Feng Chen, Noman Mohammed, Shuang Wang, Wenbo He, Samuel Cheng, Xiaoqian Jiang
Cloud-assisted distributed private data sharing. BCB (2015)
Andrei Sechelea, Samuel Cheng, Adrian Munteanu, Nikos Deligiannis
Binary rate distortion with side information: The asymmetric correlation channel case. GlobalSIP (2015)
Andrei Sechelea, Samuel Cheng, Adrian Munteanu, Nikos Deligiannis
Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case. CoRR (2015)
Wenrui Dai, Hongkai Xiong, Jia Wang, Samuel Cheng, Yuan F. Zheng
Generalized Context Modeling With Multi-Directional Structuring and MDL-Based Model Selection for Heterogeneous Data Compression. IEEE Trans. Signal Process. 63 (21) (2015)
Feng Chen, Samuel Cheng
An Efficient Decoding Algorithm of Matrix Partition Codes. IEEE Signal Process. Lett. 21 (4) (2014)
Nikos Deligiannis, Andrei Sechelea, Adrian Munteanu, Samuel Cheng
The No-Rate-Loss Property of Wyner-Ziv Coding in the Z-Channel Correlation Case. IEEE Commun. Lett. 18 (10) (2014)
Nikos Deligiannis, Adrian Munteanu, Shuang Wang, Samuel Cheng, Peter Schelkens
Maximum Likelihood Laplacian Correlation Channel Estimation in Layered Wyner-Ziv Coding. IEEE Trans. Signal Process. 62 (4) (2014)
Rick Ma, Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng
Decomposition Approach for Low-Rank Matrix Completion and Its Applications. IEEE Trans. Signal Process. 62 (7) (2014)
Shuang Wang, Xiaoqian Jiang, Yuan Wu, Lijuan Cui, Samuel Cheng, Lucila Ohno-Machado
EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning. J. Biomed. Informatics 46 (3) (2013)
Yingxuan Zhu, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
Image registration using BP-SIFT. J. Vis. Commun. Image Represent. 24 (4) (2013)
Aminmohammad Roozgard, Nafise Barzigar, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Samuel Cheng
Nucleotide sequence alignment using sparse coding and belief propagation. EMBC (2013)
Feng Chen, Marcin Rutkowski, Christopher Fenner, Robert C. Huck, Shuang Wang, Samuel Cheng
Compression of Distributed Correlated Temperature Data in Sensor Networks. DCC (2013)
Sajid Nazir, Vladimir Stankovic, Hani Attar, Lina Stankovic, Samuel Cheng
Relay-Assisted Rateless Layered Multiple Description Video Delivery. IEEE J. Sel. Areas Commun. 31 (8) (2013)
Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng, Pramode K. Verma
SCoBeP: Dense image registration using sparse coding and belief propagation. J. Vis. Commun. Image Represent. 24 (2) (2013)
Samuel Cheng
Multiterminal Source Coding for Many Sensors with Entropy Coding and Gaussian Process Regression. DCC (2013)
Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado
Genome Sequence Compression with Distributed Source Coding. DCC (2013)
Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado
Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. 6 (1) (2013)
Nafise Barzigar, Aminmohammad Roozgard, Pramode K. Verma, Samuel Cheng
Mixture noise removal in ultrasound images using SCoBeP and low-rank matrix completion. EMBC (2013)
Rick Ma, Samuel Cheng
Zero-Error Slepian-Wolf Coding of Confined-Correlated Sources With Deviation Symmetry. IEEE Trans. Inf. Theory 59 (12) (2013)
Aminmohammad Roozgard, Nafise Barzigar, Pramode K. Verma, Samuel Cheng
3D medical image denoising using 3D block matching and low-rank matrix completion. ACSSC (2013)
Nafise Barzigar, Aminmohammad Roozgard, Pramode K. Verma, Samuel Cheng
Introducing diversity to Normalized Cross Correlation for dense image registration. ACSSC (2013)
Rick Ma, Samuel Cheng
Zero-error Slepian-Wolf Coding of Confined Correlated Sources with Deviation Symmetry. CoRR (2013)
Shuang Wang, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
Distributed compression for condition monitoring of wind farms. ICASSP (2012)
Shuang Wang, Lijuan Cui, Jialan Que, Dae-Hyun Choi, Xiaoqian Jiang, Samuel Cheng, Le Xie
A Randomized Response Model for Privacy Preserving Smart Metering. IEEE Trans. Smart Grid 3 (3) (2012)
Nafise Barzigar, Aminmohammad Roozgard, Pramode K. Verma, Samuel Cheng
Removing Mixture Noise from Medical Images Using Block Matching Filtering and Low-Rank Matrix Completion. HISB (2012)
Lijuan Cui, Shuang Wang, Samuel Cheng
Online SNR statistic estimation for LDPC decoding over AWGN channel using laplace propagation. GLOBECOM (2012)
Shuang Wang, Lijuan Cui, Dianchao Liu, Robert C. Huck, Pramode K. Verma, James J. Sluss Jr., Samuel Cheng
Vehicle Identification Via Sparse Representation. IEEE Trans. Intell. Transp. Syst. 13 (2) (2012)
Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
Onboard Low-Complexity Compression of Solar Stereo Images. IEEE Trans. Image Process. 21 (6) (2012)
Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, Samuel Cheng
SecUre Privacy-presERving Medical Image CompRessiOn (SUPERMICRO). HISB (2012)
Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, Samuel Cheng, Hongkai Xiong
Privacy-Preserving Biometric System for Secure Fingerprint Authentication. HISB (2012)
Aminmohammad Roozgard, Samuel Cheng, Hong Liu
Malignant nodule detection on lung CT scan images with kernel RX-algorithm. BHI (2012)
Lijuan Cui, Shuang Wang, Samuel Cheng
Adaptive Slepian-Wolf Decoding Based on Expectation Propagation. IEEE Commun. Lett. 16 (2) (2012)
Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng, Pramode K. Verma
A robust super resolution method for video. ACSCC (2012)
Aminmohammad Roozgard, Nafise Barzigar, Samuel Cheng, Pramode K. Verma
Medical Image registration using sparse coding and belief propagation. EMBC (2012)
Lijuan Cui, Shuang Wang, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
Adaptive Slepian-Wolf decoding using Laplace propagation. EUSIPCO (2012)
Shuang Wang, Lijuan Cui, Lina Stankovic, Vladimir Stankovic, Samuel Cheng
Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding. IEEE Trans. Circuits Syst. Video Technol. 22 (5) (2012)
Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng, Pramode K. Verma
An efficient video denoising method using decomposition approach for low-rank matrix completion. ACSCC (2012)
Bojana Begovic, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
HVS based dictionary learning for scalable sparse image representation. ACSCC (2012)
Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Scalable compressive video. ICIP (2011)
Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
Onboard low-complexity compression of solar images. ICIP (2011)
Aminmohammad Roozgard, Nafise Barzigar, Samuel Cheng, Pramode K. Verma
Dense image registration using sparse coding and belief propagation. ICSPCS (2011)
Shuang Wang, Lijuan Cui, Samuel Cheng, Yan Zhai, Mark B. Yeary, Qiang Wu
Noise Adaptive LDPC Decoding Using Particle Filtering. IEEE Trans. Commun. 59 (4) (2011)
Lijuan Cui, Shuang Wang, Samuel Cheng, Mark B. Yeary
Adaptive Binary Slepian-Wolf Decoding using Particle Based Belief Propagation. IEEE Trans. Commun. 59 (9) (2011)
Rick Ma, Samuel Cheng
The Universality of Generalized Hamming Code for Multiple Sources. IEEE Trans. Commun. 59 (10) (2011)
Fan Zhang, Pramode K. Verma, Samuel Cheng
Pricing, resource allocation and quality of service in multi-class networks with competitive market model. IET Commun. 5 (1) (2011)
Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng
Correlation estimation with particle-based belief propagation for distributed video coding. ICASSP (2011)
Shuang Wang, Lijuan Cui, Samuel Cheng
Noise Adaptive LDPC Decoding Using Expectation Propagation. GLOBECOM (2011)
Yingxuan Zhu, Samuel Cheng, Amrit L. Goel
A nonparametric segmentation method based on structural information using level sets. Medical Imaging: Image Processing (2011)
Lina Stankovic, Vladimir Stankovic, Samuel Cheng
Distributed compression: Overview of current and emerging multimedia applications. ICIP (2011)
Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Multiterminal source coding for multiview images under wireless fading channels. Multim. Tools Appl. 48 (3) (2010)
Dianchao Liu, Samuel Cheng, Dee Wu, Hong Liu, Pramode K. Verma
3D Surface Reconstruction via Graph Cuts. IPCV (2010)
Samuel Cheng, Shuang Wang, Lijuan Cui
Adaptive nonasymmetric Slepian-Wolf decoding using particle filtering based belief propagation. ICASSP (2010)
Lijuan Cui, Shuang Wang, Samuel Cheng
Adaptive Distributed Source Coding over Erasure Channels Using Particle-Based Belief Propagation. GLOBECOM (2010)
Zhenfei Tai, Samuel Cheng, Pramode K. Verma, Yan Zhai
Braille document recognition using Belief Propagation. J. Vis. Commun. Image Represent. 21 (7) (2010)
Rick Ma, Samuel Cheng
Decomposition Approach for Low-rank Matrix Completion CoRR (2010)
Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Distributed source coding: Theory and applications. EUSIPCO (2010)
Rick Ma, Samuel Cheng
Hamming coding for Multiple Sources. ISIT (2010)
Samuel Cheng, Rick Ma
The Non-existence of Length-5 Perfect Slepian-Wolf Codes of Three Sources. DCC (2010)
Le Zou, Howard Zhou, Samuel Cheng, Chuan He
Dual Range Deringing for non-blind image deconvolution. ICIP (2010)
Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng
Distributed video coding with particle filtering for correlation tracking. EUSIPCO (2010)
Yingxuan Zhu, Samuel Cheng, Amrit L. Goel
Interactive segmentation of medical images using belief propagation with level sets. ICIP (2010)
Shuang Wang, Lijuan Cui, Samuel Cheng
Adaptive Wyner-Ziv Decoding Using Particle-Based Belief Propagation. GLOBECOM (2010)
Rick Ma, Samuel Cheng
Hamming Code for Multiple Sources CoRR (2010)
Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Compressive image sampling with side information. ICIP (2009)
Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
Stereo Image Transmission over Fading Channels with Multiterminal Source Coding. ICC (2009)
Yan Zhai, Mark B. Yeary, Samuel Cheng, Nasser Kehtarnavaz
An Object-Tracking Algorithm Based on Multiple-Model Particle Filtering With State Partitioning. IEEE Trans. Instrum. Meas. 58 (5) (2009)
Samuel Cheng
Non-asymmetric Slepian-Wolf decoding using belief propagation. CISS (2009)
Pramode K. Verma, Anjan K. Ghosh, Robert C. Huck, Samuel Cheng, Shanshan Chen, Mark Martens, Anil Kaul
Designing a wireless sensor system for continuous monitoring of the cervical dilation of a pregnant woman. Int. J. Adv. Media Commun. 3 (1/2) (2009)
Li Li, Mohammad Mirza, Vladimir Stankovic, Lijie Li, Lina Stankovic, Deepak Uttamchandani, Samuel Cheng
Optical imaging with scanning MEMS mirror - A single photodetector approach. ICIP (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Samuel Cheng