Browsing AUT Faculties by Author "Yan, WQ"
Now showing items 1-7 of 7
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Applying Visual Cryptography to Enhance Text Captchas
Yan, X; Liu, F; Yan, WQ; Lu, YNowadays, lots of applications and websites utilize text-based captchas to partially protect the authentication mechanism. However, in recent years, different ways have been exploited to automatically recognize text-based ... -
Colorizing Grayscale CT Images of Human Lungs Using Deep Learning Methods
Yan, WQ; Wang, Y (Springer, 2022)Image colorization refers to computer-aided rendering technology which transfers colors from a reference color image to grayscale images or video frames. Deep learning elevated notably in the field of image colorization ... -
Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging
Song, Z; Tomasetto, F; Niu, X; Yan, WQ; Jiang, J; Li, Y (American Association for the Advancement of Science (AAAS), 2022)Traditional methods used to monitor the aboveground biomass (AGB) and belowground biomass (BGB) of slash pine (<jats:italic>Pinus elliottii</jats:italic>) rely on on-ground measurements, which are time- and cost-consuming ... -
Grading Methods for Fruit Freshness Based on Deep Learning
Fu, Y; Nguyen, M; Yan, WQ (Springer Science and Business Media LLC, 2022)Fruit freshness grading is an innate ability of humans. However, there was not much work focusing on creating a fruit grading system based on digital images in deep learning. The algorithm proposed in this article has the ... -
Human Gait Recognition Based on Frame-by-frame Gait Energy Images and Convolutional Long Short Term Memory
Wang, X; Yan, WQHuman gait recognition is one of the most promising biometric technologies, especially for unobtrusive video surveillance and human identification from a distance. Aiming at improving recognition rate, in this paper we ... -
A Hybrid CTC+Attention Model Based on End-to-End Framework for Multilingual Speech Recognition
Liang, S; Yan, WQSpeech recognition is an important field in natural language processing. In this paper, the end-to-end framework for speech recognition with multilingual datasets is proposed. The end-to-end methods do not require complicated ... -
Traffic Sign Recognition Based on Deep Learning
Zhu, Y; Yan, WQIntelligent Transportation System (ITS), including unmanned vehicles, has been gradually matured despite on road. How to eliminate the interference due to various environmental factors, carry out accurate and efficient ...