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Sen-Ching S. Cheung

Sen-ching Samson Cheung – Sen-Ching Samson Cheung

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2020 – today

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2024
[i5]
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  - journals/corr/abs-2404-05849
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Halil Ismail Helvaci, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff:
Localizing Moments of Actions in Untrimmed Videos of Infants with Autism Spectrum Disorder. CoRR abs/2404.05849 (2024)
[i4]
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  - journals/corr/abs-2405-18376
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Dongjie Chen, Kartik Patwari, Zhengfeng Lai, Sen-ching Samson Cheung, Chen-Nee Chuah:
Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning. CoRR abs/2405.18376 (2024)
2023
[c67]
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  - conf/icassp/HassanCCC23
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Usman Hassan, Dongjie Chen, Sen-Ching S. Cheung, Chen-Nee Chuah:
He-Gan: Differentially Private Gan Using Hamiltonian Monte Carlo Based Exponential Mechanism. ICASSP 2023: 1-5
[i3]
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  - journals/corr/abs-2310-04528
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Dongjie Chen, Sen-Ching S. Cheung, Chen-Nee Chuah:
DPGOMI: Differentially Private Data Publishing with Gaussian Optimized Model Inversion. CoRR abs/2310.04528 (2023)
2022
[j34]
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Zhengfeng Lai, Luca Cerny Oliveira, Runlin Guo, Wenda Xu, Zin Hu, Kelsey Mifflin, Charles DeCarli, Sen-Ching S. Cheung, Chen-Nee Chuah, Brittany N. Dugger:
BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis. IEEE Access 10: 49064-49079 (2022)
[c66]
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Zhengfeng Lai, Chao Wang, Sen-Ching S. Cheung, Chen-Nee Chuah:
SaR: Self-adaptive Refinement on Pseudo Labels for Multiclass-Imbalanced Semi-supervised Learning. CVPR Workshops 2022: 4090-4099
[c65]
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Zhengfeng Lai, Chao Wang, Henrry Gunawan, Sen-Ching S. Cheung, Chen-Nee Chuah:
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data. ICML 2022: 11828-11843
[i2]
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  - journals/corr/abs-2201-03139
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Dongjie Chen, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff:
Differentially Private Generative Adversarial Networks with Model Inversion. CoRR abs/2201.03139 (2022)
2021
[j33]
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Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-Ching Samson Cheung, Vijayan K. Asari:
Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions. Int. J. Comput. Vis. 129(5): 1596-1615 (2021)
[j32]
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Sidrah Liaqat, Chongruo Wu, Prashanth Reddy Duggirala, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff, Gregory Young:
Predicting ASD diagnosis in children with synthetic and image-based eye gaze data. Signal Process. Image Commun. 94: 116198 (2021)
[c64]
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Zhengfeng Lai, Chao Wang, Zin Hu, Brittany N. Dugger, Sen-Ching S. Cheung, Chen-Nee Chuah:
A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues. EMBC 2021: 1920-1923
[c63]
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  - conf/iccvw/LaiWODCC21
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Zhengfeng Lai, Chao Wang, Luca Cerny Oliveira, Brittany N. Dugger, Sen-Ching Samson Cheung, Chen-Nee Chuah:
Joint Semi-supervised and Active Learning for Segmentation of Gigapixel Pathology Images with Cost-Effective Labeling. ICCVW 2021: 591-600
[c62]
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Zhaohong Wang, Sen-Ching S. Cheung:
Privacy-Protected Denoising for Signals on Graphs from Distributed Systems. ISCAS 2021: 1-5
[c61]
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Hao Wang, Sen-Ching S. Cheung:
Augmented Reality Circuit Learning. ISCAS 2021: 1-5
[c60]
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Dongjie Chen, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff:
Differentially Private Generative Adversarial Networks with Model Inversion. WIFS 2021: 1-6
[i1]
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  - journals/corr/abs-2103-03170
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Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-Ching S. Cheung, Vijayan K. Asari:
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions. CoRR abs/2103.03170 (2021)
2020
[j31]
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  - journals/cem/RafiqueC20
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Muhammad Usman Rafique, Sen-Ching Samson Cheung:
Tracking Attacks on Virtual Reality Systems. IEEE Consumer Electron. Mag. 9(2): 41-46 (2020)
[c59]
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Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-Ching S. Cheung, Vijayan K. Asari:
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction. CVPR 2020: 5063-5072
[c58]
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  - conf/healthcom/WuLHCCOY20
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Chongruo Wu, Sidrah Liaqat, Halil Ismail Helvaci, Sen-Ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff, Gregory Young:
Machine Learning Based Autism Spectrum Disorder Detection from Videos. HealthCom 2020: 1-6
[c57]
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  - conf/icmcs/LaiGXHMDCC20
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Zhengfeng Lai, Runlin Guo, Wenda Xu, Zin Hu, Kelsey Mifflin, Brittany N. Dugger, Chen-Nee Chuah, Sen-Ching S. Cheung:
Automated grey and white matter segmentation in digitized Aβ human brain tissue slide images. ICME Workshops 2020: 1-6

2010 – 2019

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2019
[j30]
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  - journals/spic/SajidCJ19
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Hasan Sajid, Sen-Ching S. Cheung, Nathan Jacobs:
Motion and appearance based background subtraction for freely moving cameras. Signal Process. Image Commun. 75: 11-21 (2019)
[j29]
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Wanxin Xu, Po-Chang Su, Sen-ching Samson Cheung:
Human body reshaping and its application using multiple RGB-D sensors. Signal Process. Image Commun. 79: 71-81 (2019)
[j28]
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  - journals/tcsv/ShamiMSAC19
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Mamoona Birkhez Shami, Salman Maqbool, Hasan Sajid, Yasar Ayaz, Sen-Ching Samson Cheung:
People Counting in Dense Crowd Images Using Sparse Head Detections. IEEE Trans. Circuits Syst. Video Technol. 29(9): 2627-2636 (2019)
[c56]
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  - conf/icmcs/ChamainCD19
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Lahiru D. Chamain, Sen-ching Samson Cheung, Zhi Ding:
Quannet: Joint Image Compression and Classification Over Channels with Limited Bandwidth. ICME 2019: 338-343
[c55]
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Wanxin Xu, Sen-Ching S. Cheung:
Fully Automatic Photorealistic Facial Expression and Eye Gaze Transfer with a Single Image. ICME Workshops 2019: 519-524
[c54]
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  - conf/icmcs/WuLCCO19
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Chongruo Wu, Sidrah Liaqat, Sen-Ching S. Cheung, Chen-Nee Chuah, Sally Ozonoff:
Predicting Autism Diagnosis using Image with Fixations and Synthetic Saccade Patterns. ICME Workshops 2019: 647-650
2018
[j27]
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Shaoqian Wang, Sen-Ching S. Cheung, Hasan Sajid:
Visual Bubble: Protecting Privacy in Wearable Cameras. IEEE Consumer Electron. Mag. 7(1): 95-105 (2018)
[j26]
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  - journals/ijisec/LuoCLPB18
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Ying Luo, Sen-Ching S. Cheung, Riccardo Lazzeretti, Tommaso Pignata, Mauro Barni:
Anonymous subject identification and privacy information management in video surveillance. Int. J. Inf. Sec. 17(3): 261-278 (2018)
[j25]
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  - journals/sensors/SuSXCL18
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Po-Chang Su, Ju Shen, Wanxin Xu, Sen-Ching S. Cheung, Ying Luo:
A Fast and Robust Extrinsic Calibration for RGB-D Camera Networks. Sensors 18(1): 235 (2018)
[j24]
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  - journals/tlt/UzuegbunamWCR18
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Nkiruka Uzuegbunam, Wing-Hang Wong, Sen-Ching Samson Cheung, Lisa Ruble:
MEBook: Multimedia Social Greetings Intervention for Children with Autism Spectrum Disorders. IEEE Trans. Learn. Technol. 11(4): 520-535 (2018)
[c53]
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  - conf/icip/CheungWNZT18
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Sen-Ching Samson Cheung, Herb Wildfeuer, Mehdi Nikkhah, Xiaoqing Zhu, Wai-tian Tan:
Learning Sensitive Images Using Generative Models. ICIP 2018: 4128-4132
[c52]
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  - conf/wifs/CheungRT18
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Sen-Ching S. Cheung, Muhammad Usman Rafique, Wai-tian Tan:
Privacy-Preserving Distributed Deep Learning with Privacy Transformations. WIFS 2018: 1-7
2017
[j23]
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Zhaohong Wang, Sen-Ching S. Cheung, Ying Luo:
Information-Theoretic Secure Multi-Party Computation With Collusion Deterrence. IEEE Trans. Inf. Forensics Secur. 12(4): 980-995 (2017)
[j22]
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Hasan Sajid, Sen-Ching Samson Cheung:
Universal Multimode Background Subtraction. IEEE Trans. Image Process. 26(7): 3249-3260 (2017)
[c51]
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  - conf/bigmm/LiuSSYC17
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Ruixu Liu, Ju Shen, Qingquan Sun, Jianjun Yang, Sen-Ching S. Cheung:
Cascaded Pose Regression Revisited: Face Alignment in Videos. BigMM 2017: 291-298
[c50]
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Po-Chang Su, Wanxin Xu, Ju Shen, Sen-ching Samson Cheung:
Real-time rendering of physical scene on virtual curved mirror with RGB-D camera networks. ICME Workshops 2017: 79-84
2016
[j21]
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Hasan Sajid, Sen-Ching S. Cheung, Nathan Jacobs:
Appearance based background subtraction for PTZ cameras. Signal Process. Image Commun. 47: 417-425 (2016)
[c49]
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Zhaohong Wang, Sen-Ching S. Cheung:
On privacy preference in collusion-deterrence games for secure multi-party computation. ICASSP 2016: 2044-2048
[c48]
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Wanxin Xu, Po-Chang Su, Sen-Ching S. Cheung:
Human pose estimation using two RGB-D sensors. ICIP 2016: 1279-1283
[c47]
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Yuqi Zhang, Nkiruka Uzuegbunam, Wanxin Xu, Sen-Ching S. Cheung:
RoboMirror: Simulating a mirror with a robotic camera. ICIP 2016: 1734-1738
[c46]
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Shaoqian Wang, Sen-Ching S. Cheung, Ying Luo:
Wearable privacy protection with visual bubble. ICME Workshops 2016: 1-6
2015
[j20]
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Sen-ching Samson Cheung:
Integrating Multimedia into Autism Intervention. IEEE Multim. 22(4): 4-10 (2015)
[j19]
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Ju Shen, Changpeng Ti, Anusha Raghunathan, Sen-Ching S. Cheung, Rita R. Patel:
Automatic video self modeling for voice disorder. Multim. Tools Appl. 74(14): 5329-5351 (2015)
[c45]
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Qingguo Xu, Sen-ching Samson Cheung, Neelkamal Soares:
LittleHelper: An augmented reality glass application to assist individuals with autism in job interview. APSIPA 2015: 1276-1279
[c44]
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Wanxin Xu, Sen-ching Samson Cheung, Neelkamal Soares:
Affect-preserving privacy protection of video. ICIP 2015: 158-162
[c43]
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Hasan Sajid, Sen-Ching Samson Cheung:
Background subtraction for static & moving camera. ICIP 2015: 4530-4534
[c42]
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  - conf/icmcs/UzuegbunamWCR15
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Nkiruka Uzuegbunam, Wing-Hang Wong, Sen-ching Samson Cheung, Lisa Ruble:
MEBook: Kinect-based self-modeling intervention for children with autism. ICME 2015: 1-6
[c41]
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  - conf/msan/NguyenTC15
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Thinh P. Nguyen, Duc A. Tran, Sen-Ching S. Cheung:
Efficient P2P data dissemination in a homogeneous capacity network using structured mesh. MSAN 2015: 73-77
[c40]
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Hasan Sajid, Sen-Ching Samson Cheung:
VSig: Hand-gestured signature recognition and authentication with wearable camera. WIFS 2015: 1-6
2014
[j18]
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Jian Zhao, Sen-Ching S. Cheung:
Human segmentation by geometrically fusing visible-light and thermal imageries. Multim. Tools Appl. 73(1): 61-89 (2014)
[c39]
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Zhaohong Wang, Ying Luo, Sen-ching Samson Cheung:
Efficient multi-party computation with collusion-deterred secret sharing. ICASSP 2014: 7401-7405
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Hasan Sajid, Sen-Ching Samson Cheung:
Background subtraction under sudden illumination change. MMSP 2014: 1-6
[c37]
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Ju Shen, Wanxin Xu, Ying Luo, Po-Chang Su, Sen-ching Samson Cheung:
Extrinsic calibration for wide-baseline RGB-D camera network. MMSP 2014: 1-6
2013
[j17]
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  - journals/ijdsn/ZhaoYCH13
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Jian Zhao, Ruriko Yoshida, Sen-ching Samson Cheung, David Haws:
Approximate Techniques in Solving Optimal Camera Placement Problems. Int. J. Distributed Sens. Networks 9 (2013)
[j16]
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Sen-ching Samson Cheung, Yan Sun, Karl Aberer, Jayant R. Haritsa, Bill G. Horne, Kai Hwang:
Guest Editorial: Special issue on privacy and trust management in cloud and distributed systems. IEEE Trans. Inf. Forensics Secur. 8(6): 835-837 (2013)
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Ju Shen, Po-Chang Su, Sen-ching Samson Cheung, Jian Zhao:
Virtual Mirror Rendering With Stationary RGB-D Cameras and Stored 3-D Background. IEEE Trans. Image Process. 22(9): 3433-3448 (2013)
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Ju Shen, Sen-Ching S. Cheung:
Layer Depth Denoising and Completion for Structured-Light RGB-D Cameras. CVPR 2013: 1187-1194
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Po-Chang Su, Ju Shen, Sen-Ching S. Cheung:
A robust RGB-D SLAM system for 3D environment with planar surfaces. ICIP 2013: 275-279
2012
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Ju Shen, Sen-Ching S. Cheung, Jian Zhao:
Virtual mirror by fusing multiple RGB-D cameras. APSIPA 2012: 1-9
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Ju Shen, Changpeng Ti, Sen-Ching S. Cheung, Rita R. Patel:
Automatic lip-synchronized video-self-modeling intervention for voice disorders. Healthcom 2012: 244-249
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Sayed M. SaghaianNejadEsfahani, Ying Luo, Sen-Ching S. Cheung:
Privacy protected image denoising with secret shares. ICIP 2012: 253-256
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Ying Luo, Sen-ching Samson Cheung, Tommaso Pignata, Riccardo Lazzeretti, Mauro Barni:
An efficient protocol for private iris-code matching by means of garbled circuits. ICIP 2012: 2653-2656
2011
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Kien Nguyen, Thinh P. Nguyen, Sen-Ching S. Cheung:
On Reducing Communication Energy Using Cross-Sensor Coding Technique. Int. J. Distributed Sens. Networks 7(1) (2011)
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Jian Zhao, David Haws, Ruriko Yoshida, Sen-ching Samson Cheung:
Approximate techniques in solving optimal camera placement problems. ICCV Workshops 2011: 1705-1712
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Jithendra K. Paruchuri, Edwin P. Sathiyamoorthy, Sen-Ching S. Cheung, Chung-Hao Chen:
Spatially adaptive illumination modeling for background subtraction. ICCV Workshops 2011: 1745-1752
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Ju Shen, Anusha Raghunathan, Sen-Ching S. Cheung, Rita R. Patel:
Automatic content generation for video self modeling. ICME 2011: 1-6
2010
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Kien Nguyen, Thinh P. Nguyen, Sen-Ching S. Cheung:
Video Streaming with Network Coding. J. Signal Process. Syst. 59(3): 319-333 (2010)
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M. Vijay Venkatesh, Sen-Ching S. Cheung:
Eye tracking based perceptual image inpainting quality analysis. ICIP 2010: 1109-1112
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Ying Luo, Shuiming Ye, Sen-Ching S. Cheung:
Anonymous subject identification in privacy-aware video surveillance. ICME 2010: 83-88

2000 – 2009

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2009
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Sen-ching Samson Cheung, Deepa Kundur, Andrew W. Senior:
Enhancing Privacy Protection in Multimedia Systems. EURASIP J. Inf. Secur. 2009 (2009)
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Jithendra K. Paruchuri, Sen-Ching S. Cheung, Michael W. Hail:
Video Data Hiding for Managing Privacy Information in Surveillance Systems. EURASIP J. Inf. Secur. 2009 (2009)
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Shuiming Ye, Ying Luo, Jian Zhao, Sen-Ching S. Cheung:
Anonymous Biometric Access Control. EURASIP J. Inf. Secur. 2009 (2009)
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M. Vijay Venkatesh, Sen-Ching S. Cheung, Jian Zhao:
Efficient object-based video inpainting. Pattern Recognit. Lett. 30(2): 168-179 (2009)
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Xinyu Huang, Jizhou Gao, Sen-Ching S. Cheung, Ruigang Yang:
Manifold Estimation in View-Based Feature Space for Face Synthesis across Poses. ACCV (1) 2009: 37-47
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Jian Zhao, Sen-Ching S. Cheung:
Human segmentation by fusing visible-light and thermal imaginary. ICCV Workshops 2009: 1185-1192
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Ying Luo, Sen-Ching S. Cheung, Shuiming Ye:
Anonymous Biometric Access Control based on homomorphic encryption. ICME 2009: 1046-1049
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M. Vijay Venkatesh, Jian Zhao, L. Profitt, Sen-Ching S. Cheung:
Audio-visual privacy protection for video conference. ICME 2009: 1574-1575
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Jian Zhao, Sen-Ching S. Cheung:
Optimal Visual Sensor Planning. ISCAS 2009: 165-168
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Jian Zhao, Sen-Ching S. Cheung, Thinh Nguyen:
Optimal Visual Sensor Network Configuration. Multi-Camera Networks 2009: 139-162
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Sen-Ching S. Cheung, M. Vijay Venkatesh, Jithendra K. Paruchuri, Jian Zhao, T. Nguyen:
Protecting and Managing Privacy Information in Video Surveillance Systems. Protecting Privacy in Video Surveillance 2009: 11-33
2008
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Jian Zhao, Sen-Ching S. Cheung, Thinh P. Nguyen:
Optimal Camera Network Configurations for Visual Tagging. IEEE J. Sel. Top. Signal Process. 2(4): 464-479 (2008)
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Thinh P. Nguyen, Krishnan Kolazhi, Rohit Kamath, Sen-Ching S. Cheung, Duc A. Tran:
Efficient Multimedia Distribution in Source Constraint Networks. IEEE Trans. Multim. 10(3): 523-537 (2008)
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Sunand Tullimas, Thinh P. Nguyen, Rich Edgecomb, Sen-Ching S. Cheung:
Multimedia streaming using multiple TCP connections. ACM Trans. Multim. Comput. Commun. Appl. 4(2): 12:1-12:20 (2008)
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Sen-Ching S. Cheung, Jithendra K. Paruchuri, Thinh P. Nguyen:
Managing privacy data in pervasive camera networks. ICIP 2008: 1676-1679
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Jithendra K. Paruchuri, Sen-Ching S. Cheung:
Joint optimization of data hiding and video compression. ISCAS 2008: 3021-3024
2007
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Sen-Ching S. Cheung, Thinh P. Nguyen:
Secure Multiparty Computation between Distrusted Networks Terminals. EURASIP J. Inf. Secur. 2007 (2007)
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Charalampos Z. Patrikakis, Pantelis N. Karamolegkos, Athanasios Voulodimos, Mohd Helmy Abd Wahab, Nik Shahidah Afifi Mohd Taujuddin, Christina Hanif, Linda Pareschi, Daniele Riboni, Stefan G. Weber, Andreas Heinemann, Sen-Ching S. Cheung, Jayahsri Chaudhari, Jithendra K. Paruchuri:
Security and Privacy in Pervasive Computing. IEEE Pervasive Comput. 6(4): 73-75 (2007)
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Nan Hu, Sen-Ching S. Cheung:
A New Security Model for Secure Thresholding. ICASSP (2) 2007: 273-276
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Jian Zhao, Sen-Ching S. Cheung:
Multi-Camera Surveillance with Visual Tagging and Generic Camera Placement. ICDSC 2007: 259-266
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Kien Nguyen, Thinh P. Nguyen, Sen-Ching S. Cheung:
Peer-to-Peer Streaming with Hierarchical Network Coding. ICME 2007: 396-399
2006
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Sen-Ching S. Cheung, Jian Zhao, M. Vijay Venkatesh:
Efficient Object-Based Video Inpainting. ICIP 2006: 705-708
[c14]
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M. Vijay Venkatesh, Sen-Ching S. Cheung:
Symmetric Shape Completion Under Severe Occlusions. ICIP 2006: 709-712
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Nan Hu, Sen-Ching S. Cheung, Thinh P. Nguyen:
Secure Image Filtering. ICIP 2006: 1553-1556
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Thinh P. Nguyen, Krishnan Kolazhi, Rohit Kamath, Sen-Ching S. Cheung:
Efficient Video Dissemination in Structured Hybrid P2P Networks. ICME 2006: 1673-1676
2005
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Sen-Ching S. Cheung, Chandrika Kamath:
Robust Background Subtraction with Foreground Validation for Urban Traffic Video. EURASIP J. Adv. Signal Process. 2005(14): 2330-2340 (2005)
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Sen-Ching S. Cheung, Avideh Zakhor:
Fast similarity search and clustering of video sequences on the world-wide-web. IEEE Trans. Multim. 7(3): 524-537 (2005)
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Etienne Grossmann, Amit A. Kale, Christopher O. Jaynes, Sen-ching Samson Cheung:
Offline Generation of High Quality Background Subtraction Data. BMVC 2005
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Sen-Ching S. Cheung, Thinh P. Nguyen:
Mining arbitrary-length repeated patterns in television broadcast. ICIP (3) 2005: 181-184
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Wei Zhang, Sen-Ching S. Cheung, Minghua Chen:
Hiding privacy information in video surveillance system. ICIP (3) 2005: 868-871
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Thinh P. Nguyen, Sen-Ching S. Cheung:
Multimedia streaming using multiple TCP connections. IPCCC 2005: 215-223
2004
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Erick Cantú-Paz, Sen-Ching S. Cheung, Chandrika Kamath:
Retrieval of similar objects in simulation data using machine learning techniques. Image Processing: Algorithms and Systems 2004: 251-258
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Sen-Ching S. Cheung, Chandrika Kamath:
Robust techniques for background subtraction in urban traffic video. VCIP 2004
2003
[j1]
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Sen-Ching S. Cheung, Avideh Zakhor:
Efficient video similarity measurement with video signature. IEEE Trans. Circuits Syst. Video Technol. 13(1): 59-74 (2003)
[c5]
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Sen-Ching S. Cheung, Avideh Zakhor:
Fast similarity search on video signatures. ICIP (2) 2003: 1-4
2002
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Sen-Ching S. Cheung, Avideh Zakhor:
Efficient video similarity measurement with video signature. ICIP (1) 2002: 621-624
2001
[c3]
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Sen-Ching S. Cheung, Avideh Zakhor:
Video similarity detection with video signature clustering. ICIP (2) 2001: 649-652
2000
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Sen-Ching S. Cheung, Avideh Zakhor:
Efficient Video Similarity Measurement and Search. ICIP 2000: 85-88

1990 – 1999

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1993
[c1]
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Kevin Bolding, Sen-Ching S. Cheung, Sung-Eun Choi, Carl Ebeling, Soha Hassoun, Ton Anh Ngo, Robert Wille:
The chaos router chip: design and implementation of an adaptive router. VLSI 1993: 311-320

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