Xiangrui Xing — accepted AI-conference papers

2018

Bindctnet: A Simple Binary Dct Network for Image Classification

Xiangrui Xing, Xian Yu, Wenao Ma, Yue Huang, Delu Zeng, Xinghao Ding

ICASSP 2018accepted

Convolution neural networks play an important role in the image classification tasks. However, it is time consuming to train the network and the cost of memory resources is usually high. In this paper, a simple and effective network named BinDCTNet is presented by using the binary discrete cosine tr…

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2018

Man-Made Object Recognition from Underwater Optical Images Using Deep Learning and Transfer Learning

Xian Yu, Xiangrui Xing, Han Zheng, Xueyang Fu, Yue Huang, Xinghao Ding

ICASSP 2018accepted

With the development of underwater optical sensors, manmade object recognition from underwater optical images has attracted wide attention. Deep learning methods have demonstrated impressive performance in object recognition tasks from natural images. However, it is difficult to collect large-scale…

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