Search Results for author: Zhongxia Zhang

Found 4 papers, 0 papers with code

Convolutional Neural Network with Convolutional Block Attention Module for Finger Vein Recognition

no code implementations14 Feb 2022 Zhongxia Zhang, Mingwen Wang

To reduce the computational effort and to take into account the different importance of pixels, we propose a lightweight convolutional neural network with a convolutional block attention module (CBAM) for finger vein recognition, which can achieve a more accurate capture of visual structures through an attention mechanism.

Finger Vein Recognition

Finger Vein Recognition by Generating Code

no code implementations21 Jan 2021 Zhongxia Zhang, Mingwen Wang

Finger vein recognition has drawn increasing attention as one of the most popular and promising biometrics due to its high distinguishes ability, security and non-invasive procedure.

Finger Vein Recognition Image Segmentation +1

Real-time Locational Marginal Price Forecasting Using Generative Adversarial Network

no code implementations9 Nov 2020 Zhongxia Zhang, Meng Wu

In this paper, we propose a model-free unsupervised learning approach to forecast real-time locational marginal prices (RTLMPs) in wholesale electricity markets.

Generative Adversarial Network

Predicting Real-Time Locational Marginal Prices: A GAN-Based Video Prediction Approach

no code implementations20 Mar 2020 Zhongxia Zhang, Meng Wu

In this paper, we propose an unsupervised data-driven approach to predict real-time locational marginal prices (RTLMPs).

Video Prediction

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