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Sen-Ching Cheung, Ph.D.

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1994 …2022

Research activity per year

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  • 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

  • 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

  • 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

    18 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

  • 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

    18 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

  • 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

    10 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

    4 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
    13 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

    39 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

    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

    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
    42 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

    3 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
    11 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

  • 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
    15 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
    111 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
    12 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

    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

  • 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

    69 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

    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

  • 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

  • Protecting privacy in signal processing

    Wang, Z. & Cheung, S. C. S., Jun 2014, In: IEEE Potentials. 33, 3, p. 32-37 6 p., 6807894.

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

  • 2013

    Approximate techniques in solving optimal camera placement problems

    Zhao, J., Yoshida, R., Cheung, S. C. S. & Haws, D., 2013, In: International Journal of Distributed Sensor Networks. 2013, 241913.

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

    Open Access
    47 Scopus citations

  • 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

  • Guest Editorial: Special issue on privacy and trust management in cloud and distributed systems

    Cheung, S. C. S., Sun, Y., Aberer, K., Haritsa, J., Horne, B. & Hwang, K., 2013, In: IEEE Transactions on Information Forensics and Security. 8, 6, p. 835-837 3 p., 6517557.

    Research output: Contribution to journal › Editorial

    5 Scopus citations

  • Layer depth denoising and completion for structured-light RGB-D cameras

    Shen, J. & Cheung, S. C. S., 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1187-1194 8 p., 6619001.

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

    106 Scopus citations
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