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[Revised] Basic Theory of Covolutional Neural Network

  • Post author:Li-Wen Wang
  • Post published:16th July 2020
  • Post category:Guided Study

Outline In this presentation, we present the DNN and CNN structure We briefly shows some famous CNN works (structure, improvements, performance) Difficulty of training DNN and shows a good solution…

Continue Reading [Revised] Basic Theory of Covolutional Neural Network

[Revised] Basic Theory of Neural Network

  • Post author:Li-Wen Wang
  • Post published:15th July 2020
  • Post category:Group Meeting/Guided Study

Content In the document, we present: Each neural network (NN) consists of many neurons, and each neuron has two elements: linear function and activation function. We have shown the reason…

Continue Reading [Revised] Basic Theory of Neural Network

Guided-study Summary

  • Post author:Li-Wen Wang
  • Post published:18th August 2019
  • Post category:Guided Study

Presentation Slides

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Human Pose Estimation

  • Post author:Li-Wen Wang
  • Post published:18th August 2019
  • Post category:Guided Study

Presentation Slides

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Object and Human Detection

  • Post author:Li-Wen Wang
  • Post published:18th August 2019
  • Post category:Guided Study

Presentation Slides Q&A

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@inproceedings{DRN2020,
title={Deep Relighting Networks for Image Light Source Manipulation},
author={Wang, Li-Wen and Siu, Wan-Chi and Liu, Zhi-Song and Li, Chu-Tak and Lun, Daniel P.K.},
booktitle={Proceedings of the European Conference on Computer Vision Workshops (ECCVW)},
year={2020}
}

@ARTICLE{DLN2020,
author={Li-Wen Wang and Zhi-Song Liu and Wan-Chi Siu and Daniel P.K. Lun},
journal={IEEE Transactions on Image Processing},
title={Lightening Network for Low-light Image Enhancement},
year={2020},
volume={29},
pages={7984-7996},
doi={10.1109/TIP.2020.3008396},
}