Sen-Ching Cheung

2022

SaR: Self-adaptive Refinement on Pseudo Labels for Multiclass-Imbalanced Semi-supervised Learning

Lai, Z., Wang, C., Cheung, S. C. & Chuah, C. N., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. p. 4090-4099 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

2021

A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues

Lai, Z., Wang, C., Hu, Z., Dugger, B. N., Cheung, S. C. & Chuah, C. N., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. p. 1920-1923 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Scopus citations

Augmented reality circuit learning

Wang, H. & Cheung, S. C. S., 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. 9401464. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Differentially Private Generative Adversarial Networks with Model Inversion

Chen, D., Cheung, S. C. S., Chuah, C. N. & Ozonoff, S., 2021, 2021 IEEE International Workshop on Information Forensics and Security, WIFS 2021. (2021 IEEE International Workshop on Information Forensics and Security, WIFS 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Joint Semi-supervised and Active Learning for Segmentation of Gigapixel Pathology Images with Cost-Effective Labeling

Lai, Z., Wang, C., Oliveira, L. C., Dugger, B. N., Cheung, S. C. & Chuah, C. N., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. p. 591-600 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Privacy-protected denoising for signals on graphs from distributed systems

Wang, Z. & Cheung, S. C. S., 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. 9401233. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

2020

Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction

Liu, R., Shen, J., Wang, H., Chen, C., Cheung, S. C. & Asari, V., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020. p. 5063-5072 10 p. 9156272. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

84 Scopus citations

Automated grey and white matter segmentation in digitized Aβ human brain tissue slide images

Lai, Z., Guo, R., Xu, W., Hu, Z., Mifflin, K., Dugger, B. N., Chuah, C. N. & Cheung, S. C., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. 9105974. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

2019

Fully automatic photorealistic facial expression and eye gaze transfer with a single image

Xu, W. & Cheung, S. C., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. p. 519-524 6 p. 8794910. (Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Predicting autism diagnosis using image with fixations and synthetic saccade patterns

Wu, C., Liaqat, S., Cheung, S. C., Chuah, C. N. & Ozonoff, S., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019. p. 647-650 4 p. 8795004. (Proceedings - 2019 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Privacy-preserving distributed deep learning with privacy transformations

Cheung, S. C. S., Rafique, M. U. & Tan, W. T., Jan 30 2019, 10th IEEE International Workshop on Information Forensics and Security, WIFS 2018. 8630790. (10th IEEE International Workshop on Information Forensics and Security, WIFS 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Quannet: Joint image compression and classification over channels with limited bandwidth

Chamain, L. D., Cheung, S. C. S. & Ding, Z., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. p. 338-343 6 p. 8784889. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

2018

Learning Sensitive Images Using Generative Models

Cheung, S. C. S., Wildfeuer, H., Nikkhah, M., Zhu, X. & Tan, W. T., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. p. 4128-4132 5 p. 8451239. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

2017

Cascaded Pose Regression Revisited: Face Alignment in Videos

Liu, R., Shen, J., Sun, Q., Yang, J. & Cheung, S. C., Jun 30 2017, Proceedings - 2017 IEEE 3rd International Conference on Multimedia Big Data, BigMM 2017. p. 291-298 8 p. 7966763. (Proceedings - 2017 IEEE 3rd International Conference on Multimedia Big Data, BigMM 2017).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Real-time rendering of physical scene on virtual curved mirror with RGB-D camera networks

Su, P. C., Xu, W., Shen, J. & Cheung, S. C. S., Sep 5 2017, 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017. p. 79-84 6 p. 8026256. (2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

2016

Human pose estimation using two RGB-D sensors

Xu, W., Su, P. C. & Cheung, S. C. S., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. p. 1279-1283 5 p. 7532564. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

LittleHelper: An augmented reality glass application to assist individuals with autism in job interview

Xu, Q., Cheung, S. C. S. & Soares, N., Feb 19 2016, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. p. 1276-1279 4 p. 7415480. (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

21 Scopus citations

On privacy preference in collusion-deterrence games for secure multi-party computation

Wang, Z. & Cheung, S. C. S., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. p. 2044-2048 5 p. 7472036. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

RoboMirror: Simulating a mirror with a robotic camera

Zhang, Y., Uzuegbunam, N., Xu, W. & Cheung, S. C. S., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. p. 1734-1738 5 p. 7532655. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Wearable privacy protection with visual bubble

Shaoqian, W., Cheung, S. C. S. & Luo, Y., Sep 22 2016, 2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016. 7574712. (2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

2015

Affect-preserving privacy protection of video

Xu, W., Cheung, S. C. S. & Soares, N., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. p. 158-162 5 p. 7350779. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Background subtraction for static & moving camera

Sajid, H. & Cheung, S. C. S., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. p. 4530-4534 5 p. 7351664. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

69 Scopus citations

MEBook: Kinect-based self-modeling intervention for children with autism

Uzuegbunam, N., Wong, W. H., Cheung, S. C. S. & Ruble, L., Aug 4 2015, 2015 IEEE International Conference on Multimedia and Expo, ICME 2015. 7177518. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

23 Scopus citations

VSig: Hand-gestured signature recognition and authentication with wearable camera

Sajid, H. & Cheung, S. C. S., Dec 29 2015, 2015 IEEE International Workshop on Information Forensics and Security, WIFS 2015 - Proceedings. 7368566. (2015 IEEE International Workshop on Information Forensics and Security, WIFS 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

17 Scopus citations

2014

Background subtraction under sudden illumination change

Sajid, H. & Cheung, S. C. S., Nov 14 2014, 2014 IEEE International Workshop on Multimedia Signal Processing, MMSP 2014. 6958814. (2014 IEEE International Workshop on Multimedia Signal Processing, MMSP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Efficient multi-party computation with collusion-deterred secret sharing

Wang, Z., Luo, Y. & Cheung, S. C., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. p. 7401-7405 5 p. 6855038. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Extrinsic calibration for wide-baseline RGB-D camera network

Shen, J., Xu, W., Luo, Y., Su, P. C. & Cheung, S. C. S., Nov 14 2014, 2014 IEEE International Workshop on Multimedia Signal Processing, MMSP 2014. 6958798. (2014 IEEE International Workshop on Multimedia Signal Processing, MMSP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

16 Scopus citations

2013

A robust RGB-D SLAM system for 3D environment with planar surfaces

Su, P. C., Shen, J. & Cheung, S. C. S., 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 275-279 5 p. 6738057. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

Privacy information management for video surveillance

Luo, Y. & Cheung, S. C. S., 2013, Biometric and Surveillance Technology for Human and Activity Identification X. 871207. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8712).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

2012

An efficient protocol for private iris-code matching by means of garbled circuits

Luo, Y., Cheung, S. C. S., Pignata, T., Lazzeretti, R. & Barni, M., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2653-2656 4 p. 6467444. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

18 Scopus citations

Automatic lip-synchronized video-self-modeling intervention for voice disorders

Shen, J., Ti, C., Cheung, S. C. S. & Patel, R. R., 2012, 2012 IEEE 14th International Conference on e-Health Networking, Applications and Services, Healthcom 2012. p. 244-249 6 p. 6379415. (2012 IEEE 14th International Conference on e-Health Networking, Applications and Services, Healthcom 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Privacy protected image denoising with secret shares

Saghaiannejadesfahani, S. M., Luo, Y. & Cheung, S. C. S., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 253-256 4 p. 6466843. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

30 Scopus citations

Virtual mirror by fusing multiple RGB-D cameras

Shen, J., Cheung, S. C. S. & Zhao, J., 2012, 2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012. 6411839. (2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

2011

Approximate techniques in solving optimal camera placement problems

Zhao, J., Haws, D., Yoshida, R. & Cheung, S. C. S., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 1705-1712 8 p. 6130455. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

18 Scopus citations

Automatic content generation for video self modeling

Shen, J., Raghunathan, A., Cheung, S. C. S. & Patel, R., 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011997. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Spatially adaptive illumination modeling for background subtraction

Paruchuri, J. K., Sathiyamoorthy, E. P., Cheung, S. C. S. & Chen, C. H., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 1745-1752 8 p. 6130460. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

2010

Anonymous subject identification in privacy-aware video surveillance

Luo, Y., Ye, S. & Cheung, S. C. S., 2010, 2010 IEEE International Conference on Multimedia and Expo, ICME 2010. p. 83-88 6 p. 5583561. (2010 IEEE International Conference on Multimedia and Expo, ICME 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

Eye tracking based perceptual image inpainting quality analysis

Vijay Venkatesh, M. & Cheung, S. C. S., 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 1109-1112 4 p. 5653640. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

28 Scopus citations

Manifold estimation in view-based feature space for face synthesis across poses

Huang, X., Gao, J., Cheung, S. C. S. & Yang, R., 2010, Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 1 ed. p. 37-47 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5994 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

2009

Anonymous biometric access control based on homomorphic encryption

Luo, Y., Cheung, S. C. S. & Ye, S., 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1046-1049 4 p. 5202677. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

23 Scopus citations

Audio-visual privacy protection for video conference

Venkatesh, M. V., Zhao, J., Profitt, L. & Cheung, S. C. S., 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. p. 1574-1575 2 p. 5202813. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Human segmentation by fusing visible-light and thermal imaginary

Zhao, J. & Cheung, S. C. S., 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 1185-1192 8 p. 5457476. (2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

18 Scopus citations

Optimal visual sensor planning

Zhao, J. & Cheung, S. C. S., 2009, 2009 IEEE International Symposium on Circuits and Systems, ISCAS 2009. p. 165-168 4 p. 5117711. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

25 Scopus citations

2008

Joint optimization of data hiding and video compression

Paruchuri, J. K. & Cheung, S. C. S., 2008, 2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008. p. 3021-3024 4 p. 4542094. (Proceedings - IEEE International Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Managing privacy data in pervasive camera networks

Cheung, S. C. S., Paruchuri, J. K. & Nguyen, T. P., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 1676-1679 4 p. 4712095. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

29 Scopus citations

2007

A new security model for secure thresholding

Hu, N. & Cheung, S. C. S., 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. II273-II276 4217398. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Multi-camera surveillance with visual tagging and generic camera placement

Zhao, J. & Cheung, S. C. S., 2007, 2007 1st ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC. p. 259-266 8 p. 4357532. (2007 1st ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

35 Scopus citations

Peer-to-peer streaming with hierarchical network coding

Nguyen, K., Nguyen, T. & Cheung, S. C., 2007, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. p. 396-399 4 p. 4284670. (Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

43 Scopus citations

Privacy protection for life-log video

Chaudhari, J., Cheung, S. C. S. & Venkatesh, M. V., 2007, Proceedings - SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics. 4218936. (Proceedings - SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

19 Scopus citations

2006

Efficient object-based video inpainting

Cheung, S. C. S., Zhao, J. & Venkatesh, M. V., 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 705-708 4 p. 4106627. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

51 Scopus citations

Sen-Ching Cheung, Ph.D.

Research output

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