Search Results for author: Lihua Dou

Found 2 papers, 1 papers with code

SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real Images

1 code implementation16 Feb 2023 Junjie Wen, Jinqiang Cui, Zhenjun Zhao, Ruixin Yan, Zhi Gao, Lihua Dou, Ben M. Chen

Although learning-based UIE methods have made remarkable achievements in recent years, it's still challenging for them to consistently deal with various underwater conditions, which could be caused by: 1) the use of the simplified atmospheric image formation model in UIE may result in severe errors; 2) the network trained solely with synthetic images might have difficulty in generalizing well to real underwater images.

Domain Adaptation Image Generation +1

Image classification based on support vector machine and the fusion of complementary features

no code implementations5 Nov 2015 Huilin Gao, Wenjie Chen, Lihua Dou

Image Classification based on BOW (Bag-of-words) has broad application prospect in pattern recognition field but the shortcomings are existed because of single feature and low classification accuracy.

Classification Clustering +3

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