23 citations · 24 across the 5 of their papers we have counts for
5 papers · 1 filter
Mechanisms of Generative Image-to-Image Translation Networks
Guangzong Chen, Mingui Sun, Zhi-Hong Mao +2
Generative Adversarial Networks (GANs) are a class of neural networks that have been widely used in the field of image-to-image translation. In this paper, we propose a streamlined…
Shape-Preserving Generation of Food Images for Automatic Dietary Assessment
Guangzong Chen, Zhi-Hong Mao, Mingui Sun +2
Traditional dietary assessment methods heavily rely on self-reporting, which is time-consuming and prone to bias. Recent advancements in Artificial Intelligence (AI) have revealed…
Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning
Jiachuan Peng, Peilun Shi, Jianing Qiu +12
In our recent dietary assessment field studies on passive dietary monitoring in Ghana, we have collected over 250k in-the-wild images. The dataset is an ongoing effort to facilitat…
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring
Jianing Qiu, Frank P. -W. Lo, Xiao Gu +10
Camera-based passive dietary intake monitoring is able to continuously capture the eating episodes of a subject, recording rich visual information, such as the type and volume of f…
Real time backbone for semantic segmentation
Zhengeng Yang, Hongshan Yu, Qiang Fu +4
The rapid development of autonomous driving in recent years presents lots of challenges for scene understanding. As an essential step towards scene understanding, semantic segmenta…