Sanyuan Zhao

Research output

Research output per year 2008 2012 2013 2017 2018 2019 2020 2021 2023 2024 2025

• 32 Conference contribution
• 31 Article
• 2 Conference article
• 1 Paper

Research output per year

Research output per year

Search results

• 2025

  GTMS: A Gradient-Driven Tree-Guided Mask-Free Referring Image Segmentation Method

  Lyu, H., Zhong, T. & Zhao, S., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 288-304 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15124 LNCS).

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

  • Image Segmentation 100%
  • Segmentation Method 100%
  • Supervised Method 16%
  • Segmentation Model 16%

• RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception

  Li, C., Han, W., Yin, J., Zhao, S. & Shen, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 273-292 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15090 LNCS).

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

  • Multitask Learning 100%
  • Autonomous Driving 66%
  • Learning Approach 33%
  • lane detection 33%
  • Concurrent Processing 33%

• RT-VIS: Real-Time Video Instance Segmentation with Light-Weight Decoupled Framework

  Cao, T. & Zhao, S., 2025, Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Proceedings. Lin, Z., Zha, H., Cheng, M.-M., He, R., Liu, C.-L., Ubul, K., Silamu, W. & Zhou, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 485-499 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15040 LNCS).

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

  • Memory Requirement 100%
  • Speed Limit 100%
  • Adjacent Frame 100%
  • Segmenter 100%
  • Real-Time Instance Segmentation 100%
• 2024

  Compound Jamming Detection Technique under High Similarity Background

  Li, Z., Zhang, J., Liu, Q. & Zhao, S., 2024, Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024. Institute of Electrical and Electronics Engineers Inc., p. 73-78 6 p. (Proceedings of the 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, IAICT 2024).

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

  • Similarities 100%
  • Detection Technique 100%
  • Mathematical Model 100%
  • Distribution (Property) 100%
  • Simulation Result 50%

• Graph convolution-based feature disentanglement for visible-infrared person re-identification

  Lou, R., Wang, M., Shen, Y., Zhao, S., Wang, X., Zhou, Y., Li, F. & Xiang, Q., 2024, International Conference on Optics, Electronics, and Communication Engineering, OECE 2024. Yue, Y. (ed.). SPIE, 1339543. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13395).

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

  Open Access

  • Visible-Infrared Person Re-Identification 100%
  • Graph Convolution 100%
  • Attention (Machine Learning) 25%
  • Experimental Result 25%
  • image feature 25%
• 2023

  Online Teaching of Computer Fundamentals Course During the Pandemic

  Zhao, S., Zhao, Z. & Xue, J., 2023, Computer Science and Education - 17th International Conference, ICCSE 2022, Revised Selected Papers. Hong, W. & Weng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 410-422 13 p. (Communications in Computer and Information Science; vol. 1813 CCIS).

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

  • Online Teaching 100%
  • Teaching Practice 100%
  • Statistics 100%
  • Resources Management 16%
  • Statistical Data 16%

• Using Self-Supervised Dual Constraint Contrastive Learning for Cross-Modal Retrieval

  Wang, X., Li, X., Ding, L., Zhao, S. & Biemann, C., 28 Sept 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 2552-2559 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Contrastive Learning 100%
  • Pre-Trained Language Models 100%
  2 Citations (Scopus)
• 2022

  Interaction and Alignment for Visible-Infrared Person Re-Identification

  Gong, J., Zhao, S. & Lam, K. M., 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. Institute of Electrical and Electronics Engineers Inc., p. 2253-2259 7 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

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

  • Visible-Infrared Person Re-Identification 100%
  • retrieval performance 33%
  • Practical Solution 33%
  • Contrastive Loss 33%
  1 Citation (Scopus)

• Modality Synergy Complement Learning with Cascaded Aggregation for Visible-Infrared Person Re-Identification

  Zhang, Y., Zhao, S., Kang, Y. & Shen, J., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 462-479 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13674 LNCS).

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

  • Learning Network 100%
  • Visible-Infrared Person Re-Identification 100%
  • Image Retrieval 50%
  • Subclasses 50%
  • Reidentification 50%
  38 Citations (Scopus)
• 2021

  Dual Attention Based Network with Hierarchical ConvLSTM for Video Object Segmentation

  Zhao, Z. & Zhao, S., 2021, Pattern Recognition and Computer Vision - 4th Chinese Conference, PRCV 2021, Proceedings. Ma, H., Wang, L., Zhang, C., Wu, F., Tan, T., Wang, Y., Lai, J. & Zhao, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-335 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13022 LNCS).

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

  • Convolutional LSTM 100%
  • Attention (Machine Learning) 50%
  • Art Performance 50%
  • Computer Vision 50%
  • Annotation 50%

• Online imitation learning for self-driving simulation

  Zhang, Z. & Zhao, S., 17 Aug 2021, ICCSE 2021 - IEEE 16th International Conference on Computer Science and Education. Institute of Electrical and Electronics Engineers Inc., p. 810-815 6 p. (ICCSE 2021 - IEEE 16th International Conference on Computer Science and Education).

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

  • Input State 100%
  • Driving Simulation 100%
  • Reinforcement Learning 100%
  • Deep Learning 50%
  • Generalization Ability 50%
• 2020

  Efficient Light Deep Network for Street Scene Parsing

  Wang, Z. H., Zhao, S., Shen, J. & Lei, Z., 1 Dec 2020, 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020. Institute of Electrical and Electronics Engineers Inc., p. 42-45 4 p. 9301795. (2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020).

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

  • Computation Cost 100%
  • Parsing 100%
  • Real Time Performance 50%
  • Image Segmentation 50%
  • Mobile Network 50%
• 2019

  Learning unsupervised video object segmentation through visual attention

  Wang, W., Song, H., Zhao, S., Shen, J., Zhao, S., Hoi, S. C. H. & Ling, H., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3059-3069 11 p. 8953988. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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

  Open Access

  • Visual Attention 100%
  • Unsupervised Learning 100%
  • Annotation 50%
  • Interpretability 25%
  • Tracking Data 25%
  192 Citations (Scopus)

• Multi-scale capsule attention-based salient object detection with multi-crossed layer connections

  Qi, Q., Zhao, S., Shen, J. & Lam, K. M., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 1762-1767 6 p. 8784786. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

  • Salient Object Detection 100%
  • Multiscale 100%
  • Detection Performance 50%
  • Dynamic Routing 50%
  • Convolutional Network 50%
  19 Citations (Scopus)
• 2018

  Co-saliency detection based on siamese network

  Lei, Z., Chai, W., Zhao, S., Song, H. & Li, F., 2018, Mobile Ad-hoc and Sensor Networks - 13th International Conference, MSN 2017, Revised Selected Papers. Zhu, L. & Zhong, S. (eds.). Springer Verlag, p. 99-109 11 p. (Communications in Computer and Information Science; vol. 747).

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

  • Siamese Neural Network 100%
  • Saliency Detection 100%
  • Detection Method 33%
  • Object Detection 33%
  • Similarity Matrix 33%

• Design and Implementation of Virtual Experiment for Stack Operation via Visualization Method

  Zhao, S., Li, F., Huang, H. & Chen, Y., 19 Sept 2018, 13th International Conference on Computer Science and Education, ICCSE 2018. Institute of Electrical and Electronics Engineers Inc., p. 684-686 3 p. 8468728. (13th International Conference on Computer Science and Education, ICCSE 2018).

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

  • Subroutine Call 100%
  1 Citation (Scopus)

• Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection

  Song, H., Wang, W., Zhao, S., Shen, J. & Lam, K. M., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 744-760 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11215 LNCS).

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

  • Spatial Feature 100%
  • Convolutional LSTM 100%
  • Salient Object Detection 100%
  • Experimental Result 50%
  • Feature Extraction 50%
  103 Citations (Scopus)
• 2017

  A real-Time virtual piano based on gesture capture data

  Qiao, W., Wei, R., Zhao, S., Huo, D. & Li, F., 26 Oct 2017, ICCSE 2017 - 12th International Conference on Computer Science and Education. Institute of Electrical and Electronics Engineers Inc., p. 740-743 4 p. 8085592. (ICCSE 2017 - 12th International Conference on Computer Science and Education).

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

  • Computer Interaction 100%
  • Good Performance 50%
  • Entertainment Application 50%
  6 Citations (Scopus)

• Avatars' skeleton connection and movement data network synchronization

  Qi, Q., Zhao, S., Wang, S., Lai, L., Lei, Z. & Song, H., 2 Jul 2017, Proceedings - 2017 International Conference on Virtual Reality and Visualization, ICVRV 2017. Institute of Electrical and Electronics Engineers Inc., p. 402-403 2 p. 8719224. (Proceedings - 2017 International Conference on Virtual Reality and Visualization, ICVRV 2017).

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

  • Computer Network 100%
  • Rapid Development 50%
  • Social Network 50%
  • Virtual Reality 50%
  • Computer Graphic 50%

• End-To-end cascade cnn for simultaneously face detection and alignment

  Zhao, S., Song, H., Cong, W., Qi, Q. & Tian, H., 2 Jul 2017, Proceedings - 2017 International Conference on Virtual Reality and Visualization, ICVRV 2017. Institute of Electrical and Electronics Engineers Inc., p. 35-40 6 p. 8719201. (Proceedings - 2017 International Conference on Virtual Reality and Visualization, ICVRV 2017).

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

  • Face Detection 100%
  • Cascade-Cnn 100%
  • Face 100%
  • Convolutional Neural Network 33%
  1 Citation (Scopus)

• Saliency detection for RGBD image using optimization

  Lei, Z., Chai, W., Zhao, S., Song, H. & Li, F., 26 Oct 2017, ICCSE 2017 - 12th International Conference on Computer Science and Education. Institute of Electrical and Electronics Engineers Inc., p. 440-443 4 p. 8085532. (ICCSE 2017 - 12th International Conference on Computer Science and Education).

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

  • Experimental Result 100%
  • Based Detection Method 100%
  • Linear Transformation 100%
  • Channel Depth 100%
  • Saliency Detection 100%
  2 Citations (Scopus)

• Virtual experiment method for MOOCs to solve abstract key notes and difficult points

  Yu, Y., Li, F., Zhao, S. & Liu, H., 26 Oct 2017, ICCSE 2017 - 12th International Conference on Computer Science and Education. Institute of Electrical and Electronics Engineers Inc., p. 145-148 4 p. 8085479. (ICCSE 2017 - 12th International Conference on Computer Science and Education).

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

  • Virtual Reality Technology 100%
  • Learning Opportunity 50%
  4 Citations (Scopus)
• 2016

  Texture contrast based salient region detection

  Xu, J., Li, F. & Zhao, S., 9 May 2016, Proceedings - 2015 International Conference on Virtual Reality and Visualization, ICVRV 2015. Zhou, Z., Meng, W., Yao, J., Zhang, X. & Luo, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 85-88 4 p. 7467217. (Proceedings - 2015 International Conference on Virtual Reality and Visualization, ICVRV 2015).

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

  • Experimental Result 100%
  • Input Image 100%
  • Image Fusion 100%
  • Texture Feature 100%
  • Salient Region 100%
  2 Citations (Scopus)
• 2015

  Virtual experiments for introduction of computing: Using virtual reality technology

  Li, F., Li, D., Zheng, J. & Zhao, S., 2 Dec 2015, 2015 IEEE Frontiers in Education Conference: Launching a New Vision in Engineering Education, FIE 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7344376. (Proceedings - Frontiers in Education Conference, FIE; vol. 2015).

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

  • Computer Technology 100%
  • Virtual Reality Technology 100%
  • Computer Science 75%
  • Turing Machine 50%
  • Human-Computer Interaction 25%
  9 Citations (Scopus)
• 2013

  An advanced method for human body detection

  Li, F. X., Zhao, S. Y., Li, Z. J. & Zhang, W. C., 2013, Vehicle, Mechatronics and Information Technologies. p. 3886-3889 4 p. (Applied Mechanics and Materials; vol. 380-384).

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

  • Codebook Size 100%
  1 Citation (Scopus)

• A task multi-resolution modeling method in the aggregated CGF

  Jie, F., Zhao, S., Li, Z. & An, K., 2013, Proceedings of the 2013 International Conference on Intelligent Control and Information Processing, ICICIP 2013. p. 809-813 5 p. 6568183. (Proceedings of the 2013 International Conference on Intelligent Control and Information Processing, ICICIP 2013).

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

  • Disaggregation 100%
  • Entity Resolution 100%
  1 Citation (Scopus)
• 2012

  Improvements of coefficient learning in BPNN for image restoration

  Duan, Y., Zhao, P., Sun, Y. & Zhao, S., 2012, 2012 International Conference on Systems and Informatics, ICSAI 2012. p. 2692-2694 3 p. 6223609. (2012 International Conference on Systems and Informatics, ICSAI 2012).

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

  • Image Restoration 100%
  • Backpropagation 100%
  • Experimental Result 50%
  • Artificial Neural Network 50%
  • Backpropagation Algorithm 50%
  1 Citation (Scopus)

• Multi-instance local exemplar comparisons for pedestrian detection

  Sun, C., Zhao, S., Hu, J. & Lam, K. M., 2012, 2012 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2012. p. 223-227 5 p. 6335624. (2012 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2012).

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

  • Experimental Result 100%
  • Feature Extraction 100%
  • Similarities 100%
  • Bounding Box 100%
  • Code Book 100%

• Totally-corrective boosting using continuous-valued weak learners

  Sun, C., Zhao, S., Hu, J. & Lam, K. M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2049-2052 4 p. 6288312. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Column Generation 100%
  • Convergence Property 50%
  • Newton's Method 50%
• 2010

  Driver fatigue detection based on eye status

  Zhao, S. & Shen, T., 2010, 2010 International Conference on Multimedia Technology, ICMT 2010. 5630864. (2010 International Conference on Multimedia Technology, ICMT 2010).

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

  • Feature Vector 100%
  • Periodic Time 100%
  • Eye Feature 100%
  • Skin Color 100%
  • Face 100%
  3 Citations (Scopus)
• 2009

  Face recognition using modular locality preserving projections

  Liu, P., Shen, T., Hu, Y. & Zhao, S., 2009, CIS 2009 - 2009 International Conference on Computational Intelligence and Security. p. 320-324 5 p. 5376562. (CIS 2009 - 2009 International Conference on Computational Intelligence and Security; vol. 1).

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

  • Face Recognition 100%
  • locality preserving projection 100%
  • Facial Expression 66%
  • facial image 33%
  • Experimental Result 33%
  2 Citations (Scopus)
• 2008

  A novel example-based super-resolution approach based on patch classification and the KPCA prior model

  Hu, Y., Lam, K. M., Shen, T. & Zhao, S., 2008, Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008. p. 6-11 6 p. 4724604. (Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008; vol. 1).

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

  • super resolution 100%
  • Training Sample 75%
  • Learning Process 50%
  • Low Resolution Image 25%
  • Reconstructed Image 25%
  3 Citations (Scopus)