Vehicle-related scene understanding using deep learning

X Liu, M Neuyen, WQ Yan - … , Auckland, New Zealand, November 26, 2019 …, 2020 - Springer
Automated driving is an inevitable trend in future transportation, it is also one of the eminent
achievements in the matter of artificial intelligence. Deep learning produces a significant …

A method for face image inpainting based on generative adversarial networks

X Gao - 2022 - openrepository.aut.ac.nz
Recently, face image inpainting has become a fascinating research area in the field of deep
learning. However, the existing methods have the disadvantage that the image inpainting …

Moving vehicle tracking and scene understanding: A hybrid approach

X Liu, WQ Yan, N Kasabov - Multimedia Tools and Applications, 2023 - Springer
In this paper, we present a novel deep learning method for detecting and tracking vehicles
within the context of autonomous driving, particularly focusing on scenarios related to …

Kiwifruit counting using KiwiDetector and KiwiTracker

Y Xia, M Nguyen, WQ Yan - Proceedings of SAI Intelligent Systems …, 2023 - Springer
Efficient fruit detection and counting are crucial to improve fruit industrial efficiency and
assist the farmers to develop reasonable harvesting strategies in advance while significantly …

[HTML][HTML] The Improved Framework for Traffic Sign Recognition Using Guided Image Filtering

J Xing, M Nguyen, W Qi Yan - SN Computer Science, 2022 - Springer
In the lighting conditions such as hazing, raining, and weak lighting condition, the accuracy
of traffic sign recognition is not very high due to missed detection or incorrect positioning. In …

Sailboat and kayak detection using deep learning methods

Z Luo - 2022 - openrepository.aut.ac.nz
Visual object recognition is one of the most important and tough problems in computer
vision. It targets various visual objects within realistic and real-time images. In depth, deep …

[PDF][PDF] RF-CNNS: Thin Deep Learning Networks For Accelerating Traffic Signs Recognition

B Bousarhane, D Bouzidi - 2023 - pdfs.semanticscholar.org
Road scene analysis is a wide domain of research that aims to ameliorate the environmental
perception in intelligent transportation systems, including autonomous vehicles and …

[PDF][PDF] TRAFFIC SIGN RECOGNITION SYSTEM BASED ON CAPSULE NETWORK

W Hao - cerv.aut.ac.nz
The rapid development of computer vision technology helps us realize intelligent life. It is
also becoming more and more widely used. Self-driving technology can help us drive cars …

Deep Learning Platforms

WQ Yan - Computational Methods for Deep Learning: Theory …, 2023 - Springer
There are a plethora of deep learning platforms available at present. The famous one is
MATLAB deep learning toolbox developed by MathWorks which simplifies deep learning …

[PDF][PDF] Monitoring safe following distances for vehicles from digital images using deep learning

M Mi - 2021 - cerv.aut.ac.nz
Automatic or auxiliary driving system is becoming popular in recent years. Safe following
distance monitoring will help the driver to prevent traffic accident happens. There are a spate …