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Sen-Ching Cheung, Ph.D.

    Calculated based on number of publications stored in Pure and citations from Scopus
    1994 …2024

    Research activity per year

    Search results

    • 2024

      How cy pres promotes transdisciplinary convergence science: An academic health center for women's cardiovascular and brain health

      Villablanca, A., Dugger, B. N., Nuthikattu, S., Chauhan, J., Cheung, S., Chuah, C. N., Garrison, S. L., Milenkovic, D., Norman, J. E., Oliveira, L. C., Smith, B. P. & Brown, S. D., Jan 3 2024, In: Journal of Clinical and Translational Science. 8, 1, e16.

      Research output: Contribution to journal › Review article › peer-review

      Open Access
      1 Scopus citations

    • Semi-Path: An interactive semi-supervised learning framework for gigapixel pathology image analysis

      Lai, Z., Chauhan, J., Chen, D., Dugger, B. N., Cheung, S. C. & Chuah, C. N., Jun 2024, In: Smart Health. 32, 100474.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      2 Scopus citations
    • 2023

      DPGOMI: Differentially Private Data Publishing with Gaussian Optimized Model Inversion

      Chen, D., Cheung, S. C. S. & Chuah, C. N., 2023, 2023 IEEE International Conference on Image Processing Challenges and Workshops, ICIPCW 2023 - Proceedings. p. 3660-3664 5 p. (2023 IEEE International Conference on Image Processing Challenges and Workshops, ICIPCW 2023 - Proceedings).

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

      Open Access

    • He-Gan: Differentially Private Gan Using Hamiltonian Monte Carlo Based Exponential Mechanism

      Hassan, U., Chen, D., Cheung, S. C. S. & Chuah, C. N., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

      2 Scopus citations
    • 2022

      BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis

      Lai, Z., Oliveira, L. C., Guo, R., Xu, W., Hu, Z., Mifflin, K., Decarli, C., Cheung, S. C., Chuah, C. N. & Dugger, B. N., 2022, In: IEEE Access. 10, p. 49064-49079 16 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      6 Scopus citations

    • 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

      9 Scopus citations

    • Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data

      Lai, Z., Wang, C., Gunawan, H., Cheung, S. C. & Chuah, C. N., 2022, In: Proceedings of Machine Learning Research. 162, p. 11828-11843 16 p.

      Research output: Contribution to journal › Conference article › peer-review

      20 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

      Open Access
      15 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

      4 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

      Open Access
      4 Scopus citations

    • Enhanced 3D Human Pose Estimation from Videos by Using Attention-Based Neural Network with Dilated Convolutions

      Liu, R., Shen, J., Wang, H., Chen, C., Cheung, S. C. & Asari, V. K., May 2021, In: International Journal of Computer Vision. 129, 5, p. 1596-1615 20 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      25 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

      Open Access
      29 Scopus citations

    • Predicting ASD diagnosis in children with synthetic and image-based eye gaze data

      Liaqat, S., Wu, C., Duggirala, P. R., Cheung, S. C. S., Chuah, C. N., Ozonoff, S. & Young, G., May 2021, In: Signal Processing: Image Communication. 94, 116198.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      34 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

      142 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

      8 Scopus citations

    • Tracking Attacks on Virtual Reality Systems

      Rafique, M. U. & Cheung, S. C. S., Mar 2020, IEEE Consumer Electronics Magazine, 9, 2, p. 41-46 6 p.

      Research output: Contribution to specialist publication › Article

      14 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

    • Human body reshaping and its application using multiple RGB-D sensors

      Xu, W., Su, P. C. & Cheung, S. C. S., Nov 2019, In: Signal Processing: Image Communication. 79, p. 71-81 11 p.

      Research output: Contribution to journal › Article › peer-review

      5 Scopus citations

    • Motion and appearance based background subtraction for freely moving cameras

      Sajid, H., Cheung, S. C. S. & Jacobs, N., Jul 2019, In: Signal Processing: Image Communication. 75, p. 11-21 11 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      16 Scopus citations

    • People Counting in Dense Crowd Images Using Sparse Head Detections

      Shami, M. B., Maqbool, S., Sajid, H., Ayaz, Y. & Cheung, S. C. S., Sep 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 9, p. 2627-2636 10 p., 8283650.

      Research output: Contribution to journal › Article › peer-review

      47 Scopus citations

    • 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

      Open Access
      20 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

      16 Scopus citations
    • 2018

      A fast and robust extrinsic calibration for RGB-D camera networks

      Su, P. C., Shen, J., Xu, W., Cheung, S. C. S. & Luo, Y., Jan 15 2018, In: Sensors (Switzerland). 18, 1, 235.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      44 Scopus citations

    • Anonymous subject identification and privacy information management in video surveillance

      Luo, Y., Cheung, S. C. S., Lazzeretti, R., Pignata, T. & Barni, M., Jun 1 2018, In: International Journal of Information Security. 17, 3, p. 261-278 18 p.

      Research output: Contribution to journal › Article › peer-review

      7 Scopus citations

    • 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

      5 Scopus citations

    • MEBook: Multimedia social greetings intervention for children with autism spectrum disorders

      Uzuegbunam, N., Wong, W. H., Cheung, S. C. S. & Ruble, L., Oct 1 2018, In: IEEE Transactions on Learning Technologies. 11, 4, p. 520-535 16 p., 8103797.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      18 Scopus citations

    • Privacy-preserving distributed deep learning with privacy transformations

      Cheung, S. C. S., Rafique, M. U. & Tan, W. T., Jul 2 2018, 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

    • Protecting privacy in outsourced computing

      Wang, Z. & Cheung, S. S., Mar 20 2018, World Scientific Reference On Innovation. Vol. 4. p. 137-164 28 p.

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

      Open Access

    • Visual Bubble: Protecting Privacy in Wearable Cameras

      Wang, S., Cheung, S. C. S. & Sajid, H., Jan 2018, IEEE Consumer Electronics Magazine, 7, 1, p. 95-105 11 p.

      Research output: Contribution to specialist publication › Article

      2 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

    • Information-Theoretic Secure Multi-Party Computation with Collusion Deterrence

      Wang, Z., Cheung, S. C. S. & Luo, Y., Apr 2017, In: IEEE Transactions on Information Forensics and Security. 12, 4, p. 980-995 16 p., 7536175.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      16 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

    • Universal multimode background subtraction

      Sajid, H. & Cheung, S. C. S., Jul 2017, In: IEEE Transactions on Image Processing. 26, 7, p. 3249-3260 12 p., 7904604.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      124 Scopus citations
    • 2016

      Appearance based background subtraction for PTZ cameras

      Sajid, H., Cheung, S. C. S. & Jacobs, N., Sep 1 2016, In: Signal Processing: Image Communication. 47, p. 417-425 9 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      13 Scopus citations

    • 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

      24 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

      4 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

      5 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

    • Automatic video self modeling for voice disorder

      Shen, J., Ti, C., Raghunathan, A., Cheung, S. C. S. & Patel, R., Jul 1 2015, In: Multimedia Tools and Applications. 74, 14, p. 5329-5351 23 p.

      Research output: Contribution to journal › Article › peer-review

      1 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

      70 Scopus citations

    • Integrating Multimedia into Autism Intervention

      Cheung, S. C. S., 2015, In: IEEE Multimedia. 22, 4, p. 4-10 7 p., 7331185.

      Research output: Contribution to journal › Article › peer-review

      7 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

      24 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

      24 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

      9 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

      17 Scopus citations

    • Human segmentation by geometrically fusing visible-light and thermal imageries

      Zhao, J. & Cheung, S. C. S., Sep 17 2014, In: Multimedia Tools and Applications. 73, 1, p. 61-89 29 p.

      Research output: Contribution to journal › Article › peer-review

      17 Scopus citations
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