[HTML][HTML] Perception of risks and usefulness of smart video surveillance systems

T Golda, D Guaia, V Wagner-Hartl - Applied Sciences, 2022 - mdpi.com
The number of video cameras in public places increases due to different reasons such as
detecting dangers (eg, thefts, robberies, terrorist attacks) and security breaches in crowds …

[HTML][HTML] Synthetic Data Generation Based on RDB-CycleGAN for Industrial Object Detection

J Hu, F Xiao, Q Jin, G Zhao, P Lou - Mathematics, 2023 - mdpi.com
Deep learning-based methods have demonstrated remarkable success in object detection
tasks when abundant training data are available. However, in the industrial domain …

[HTML][HTML] Efficient sandstorm image enhancement using the normalized eigenvalue and adaptive dark channel prior

HS Lee - Technologies, 2021 - mdpi.com
A sandstorm image has features similar to those of a hazy image with regard to the obtaining
process. However, the difference between a sand dust image and a hazy image is the color …

[HTML][HTML] Combining Synthetic Images and Deep Active Learning: Data-Efficient Training of an Industrial Object Detection Model

L Eversberg, J Lambrecht - Journal of Imaging, 2024 - mdpi.com
Generating synthetic data is a promising solution to the challenge of limited training data for
industrial deep learning applications. However, training on synthetic data and testing on real …

[HTML][HTML] Optical Biopsy of Dysplasia in Barrett's Oesophagus Assisted by Artificial Intelligence

JJH van der Laan, JA van der Putten, X Zhao… - Cancers, 2023 - mdpi.com
Simple Summary Advanced endoscopy techniques that generate microscopic images can
be used to optimize cancer screening in patients with an increased risk of oesophageal …