Yang Tao

Nanjing University | NJU · Department of Physics

Power production is responsible for the introduction of eutrophication into surface water bodies via multiple routes. Therefore, water quality assessment is quite necessary for the resource protection of surface water bodies near power plants. At present there is an urgent need to develop automated methods for fast and accurate water quality assess...

A smart grid may employ various machine learning models for intelligent tasks, such as load forecasting, fault diagnosis and demand response. However, the research on adversarial machine learning has attracted broad interest recently with the rapid advancement of deep learning techniques, which poses an evident threat to those deep learning models...

To protect individual privacy from unauthorized face recognition based on DNN models, adversarial facial obfuscation tries to generate an adversarial image with a feature vector differing markedly from the original image in the embedding space and keep perceptually similar between the two images simultaneously. This paper makes a brief survey of ad...

Water quality detection is important for water resources protection. There is an urgent need for convenient and precise water quality detection methods. In this paper a deep learning based detection method is proposed. A MobileNetV2 classifier is constructed and tested aiming at surface water quality classification. The experimental results show th...

In the era of Big Data, enterprise marketing focuses on customers instead of product center, and customer relationship management has become the core issue. In the aviation field, how to tap the high-quality customer base is more important. How to classify customers according to the characteristics of air passengers, and then make personalized mark...

Face recognition technology, as a biometric recognition technology, is very mature and has many applications. It achieves in-depth applications in smart campus systems, such as classroom attendance, classroom behavior analysis, and smart restaurants. Using human faces as the face data foundation, computer vision and image processing technologies ar...