3 papers
cs.CV2024
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…
cs.CV2024
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…
cs.CV2022
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…