Renjie WAN, Dr

Research Output

Research output per year 2020 2022 2023

• 9 Article
• 5 Conference contribution

Research output per year

Research output per year

Search results

• 2023

  Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions

  Huang, W., Xu, W., Wan, R., Zhang, P., Zha, Y. & Pang, M., 25 Jan 2023, (E-pub ahead of print) In: IEEE Journal of Biomedical and Health Informatics. 11 p.

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

  • Deep Learning 100%
  • Facial Expression 85%
  • Deep learning 64%
  • Parkinson Disease 60%
  • Datasets 10%

• Coarse-to-fine Disentangling Demoiréing Framework for Recaptured Screen Images

  Wang, C., He, B., Wu, S., Wan, R., Shi, B. & Duan, L. Y., 8 Feb 2023, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 15 p.

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

  • Aliasing 100%
  • Framework 87%
  • Image resolution 81%
  • Image processing 59%
  • High Resolution 46%
• 2022

  Background Scene Recovery from an Image Looking through Colored Glass

  Wang, C., Xu, D., Wan, R., He, B., Shi, B. & Duan, L. Y., 23 Feb 2022, (E-pub ahead of print) In: IEEE Transactions on Multimedia. p. 1-13 13 p.

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

  • Glass 100%
  • Recovery 85%
  • Color 36%
  • Degradation 35%
  • Wave transmission 33%

• Benchmarking single-image reflection removal algorithms

  Wan, R., Shi, B., Li, H., Hong, Y., Duan, L. & Kot, A. C., 19 Apr 2022, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 17 p.

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

  • Benchmarking 100%
  • Datasets 56%
  • Glass 22%
  • Color 19%
  • Taxonomy 18%

• GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement

  Li, H., Wang, S., Wan, R. & Kot, A. C., 1 Mar 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 3, p. 1289-1303 15 p.

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

  • Multilayer 100%
  • Alignment 94%
  • Multilayer neural networks 83%
  • Vision 82%
  • Multilayers 78%
  2 Citations (Scopus)

• Learning Meta Pattern for Face Anti-Spoofing

  Cai, R., Li, Z., Wan, R., Li, H., Hu, Y. & Kot, A. C., 10 Mar 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1201-1213 13 p.

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

  • Deep neural networks 100%
  • Fusion reactions 55%
  • Electric fuses 35%
  • Testing 35%
  • Face recognition 32%
  8 Citations (Scopus)

• Low-Light Image Enhancement with Normalizing Flow

  Wang, Y., Wan, R., Yang, W., Li, H., Chau, L-P. & Kot, A. C., 28 Jun 2022, 36th AAAI Conference on Artificial Intelligence, AAAI 2022. AAAI press, p. 2604-2612 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 3)(AAAI-22/ IAAI-22/ EAAI-22 Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Image enhancement 100%
  • Gaussian distribution 49%
  • Luminance 42%
  • Lighting 35%
  • Pixels 33%

• Neural Transmitted Radiance Fields

  Zhu, C., Wan, R. & Shi, B., 29 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Glass 100%
  • Visibility 62%
  • Experiments 22%

• Purifying Low-light Images via Near-Infrared Enlightened Image

  Wan, R., Shi, B., Yang, W., Wen, B., Duan, L-Y. & Kot, A. C., 26 Dec 2022, (E-pub ahead of print) In: IEEE Transactions on Multimedia. p. 1-13 13 p., 9999306.

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

  Open Access

  • Infrared radiation 100%
  • Visibility 57%
  • Image quality 26%
  • Lighting 23%
  • Compensation and Redress 22%
• 2021

  Face Image Reflection Removal

  Wan, R., Shi, B., Li, H., Duan, L. Y. & Kot, A. C., Feb 2021, In: International Journal of Computer Vision. 129, 2, p. 385-399 15 p.

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

  • Face recognition 100%
  • Glass 82%
  5 Citations (Scopus)

• Multi-Scale Feature Guided Low-Light Image Enhancement

  Guo, L., Wan, R., Su, G. M., Kot, A. C. & Wen, B., 19 Sept 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE, p. 554-558 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Image enhancement 100%
  • Object detection 18%
  • Lighting 14%
  • Pixels 13%
  1 Citation (Scopus)

• Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning

  Li, H., Wan, R., Wang, S. & Kot, A. C., Feb 2021, In: International Journal of Computer Vision. 129, 2, p. 267-283 17 p.

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

  • Labels 100%
  • Object recognition 61%
  • Classifiers 41%
  • Semantics 40%
  9 Citations (Scopus)
• 2020

  Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization

  Li, H., Wang, Y. F., Wan, R., Wang, S., Li, T. Q. & Kot, A. C., Dec 2020, Advances in Neural Information Processing Systems 33. Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Vol. 33. 12 p.

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Medical imaging 100%
  • Deep neural networks 85%
  • Large dataset 23%
  • Neural networks 13%
  26 Citations (Scopus)

• Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training

  Yi, C., Li, H., Wan, R. & Kot, A. C., 1 Dec 2020, 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020. IEEE, p. 17-20 4 p. (IEEE Visual Communications and Image Processing (VCIP)).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Deep neural networks 100%
  • Neural networks 62%
  • Image classification 54%
  • Experiments 18%
  2 Citations (Scopus)